How do I add flywheel to Claude, ChatGPT, or Cursor?

Add flywheel to Claude, ChatGPT, or Cursor by connecting its remote MCP URL in each client's MCP settings. In Claude, add a custom connector. In ChatGPT, add an MCP app. In Cursor, add an MCP server under Settings. The MCP URL is https://flywheel.paradigma.inc/mcp-server.

Is flywheel MCP ready for ChatGPT and Claude?

As of October 14, 2026, flywheel scores 82/100 on Manufact's MCP publishing checklist. The scan does not yet meet ChatGPT publishing checks and does not yet meet Claude publishing checks. Passing these checks does not guarantee marketplace approval.

How clear is flywheel's MCP tool documentation?

As of October 14, 2026, flywheel scores 37/100 in Manufact's review of tool titles, descriptions, input and output schemas, and behavior annotations. The review covers 92 of 92 discovered tools. The quality score measures documentation clarity; runtime behavior and marketplace readiness require separate checks.

What are the best alternatives to flywheel?

As of October 15, 2026, alternatives to flywheel in developer-tools on the Manufact MCP catalog include Held at the Gate, AgentMail, Manufact Cloud, Authdog, and GitCafe.

flywheel MCP Server: 62/100 Quality

Q: How can flywheel improve its MCP documentation?

flywheel_list_artifacts is the lowest-scoring reviewed tool at 29/100. 0 of 1 inputs have descriptions. Add descriptions to the missing inputs, including where to obtain IDs and how to supply values. Open its review for feedback and a copyable fix prompt, then rerun the documentation review after updating your tool metadata.

flywheel_auth_statusTitles 41Descriptions 71Inputs 100Annotations 0Outputs 757/100

Title41/100

Not provided

The title clearly communicates the tool’s action and subject. Keep it concise.

Description71/100

Return Flywheel auth status for the current access token.

Describe the returned information so the agent knows whether it will answer the request.

Inputs100/100

This tool declares no inputs, so argument descriptions are not needed.

No input fields.

Annotations0/100

Declare readOnlyHint, destructiveHint, idempotentHint, openWorldHint based on the tool’s actual behavior.

Not declared

Output schema7/100

Declare the result fields and their types in the output schema.

View output schema

{
  "type": "object",
  "title": "auth_statusDictOutput",
  "additionalProperties": true
}

Original tool metadata

{
  "name": "flywheel_auth_status",
  "description": "Return Flywheel auth status for the current access token.",
  "inputSchema": {
    "type": "object",
    "title": "auth_statusArguments",
    "properties": {},
    "additionalProperties": false
  },
  "outputSchema": {
    "type": "object",
    "title": "auth_statusDictOutput",
    "additionalProperties": true
  }
}

flywheel_get_credits_balanceTitles 37Descriptions 77Inputs 100Annotations 0Outputs 758/100

Title37/100

Not provided

The title clearly communicates the tool’s action and subject. Keep it concise.

Description77/100

Return current user credits balance and lifetime counters.

Describe the returned information so the agent knows whether it will answer the request.

Inputs100/100

This tool declares no inputs, so argument descriptions are not needed.

No input fields.

Annotations0/100

Declare readOnlyHint, destructiveHint, idempotentHint, openWorldHint based on the tool’s actual behavior.

Not declared

Output schema7/100

Declare the result fields and their types in the output schema.

View output schema

{
  "type": "object",
  "title": "get_credits_balanceDictOutput",
  "additionalProperties": true
}

Original tool metadata

{
  "name": "flywheel_get_credits_balance",
  "description": "Return current user credits balance and lifetime counters.",
  "inputSchema": {
    "type": "object",
    "title": "get_credits_balanceArguments",
    "properties": {},
    "additionalProperties": false
  },
  "outputSchema": {
    "type": "object",
    "title": "get_credits_balanceDictOutput",
    "additionalProperties": true
  }
}

flywheel_repository_listTitles 54Descriptions 81Inputs 100Annotations 0Outputs 663/100

Title54/100

Not provided

The title clearly communicates the tool’s action and subject. Keep it concise.

Description81/100

List hosted repositories where the current user holds a role: their default workspace, their forks of other users' repositories, and any repository shared with them.

Describe the returned information so the agent knows whether it will answer the request.

Inputs100/100

This tool declares no inputs, so argument descriptions are not needed.

No input fields.

Annotations0/100

Declare readOnlyHint, destructiveHint, idempotentHint, openWorldHint based on the tool’s actual behavior.

Not declared

Output schema6/100

Declare the result fields and their types in the output schema.

View output schema

{
  "type": "object",
  "title": "repository_listDictOutput",
  "additionalProperties": true
}

Original tool metadata

{
  "name": "flywheel_repository_list",
  "description": "List hosted repositories where the current user holds a role: their default workspace, their forks of other users' repositories, and any repository shared with them.",
  "inputSchema": {
    "type": "object",
    "title": "repository_listArguments",
    "properties": {},
    "additionalProperties": false
  },
  "outputSchema": {
    "type": "object",
    "title": "repository_listDictOutput",
    "additionalProperties": true
  }
}

flywheel_feedback_createTitles 56Descriptions 58Inputs 0Annotations 0Outputs 631/100

Title56/100

Not provided

Add a human-readable title so users do not have to interpret the tool identifier.

Description58/100

Submit bounded Flywheel product feedback from an MCP agent or host.

Describe the concrete operation and its scope instead of restating the tool name.

Inputs0/100

0 of 12 inputs have descriptions. Add descriptions to the missing inputs, including where to obtain IDs and how to supply values.

message

Not provided

Missing description. Explain what this value means and how to supply it.

reporter_type

Not provided

Missing description. Explain what this value means and how to supply it.

Annotations0/100

Declare readOnlyHint, destructiveHint, idempotentHint, openWorldHint based on the tool’s actual behavior.

Not declared

Output schema6/100

Declare the result fields and their types in the output schema.

View output schema

{
  "type": "object",
  "title": "feedback_createDictOutput",
  "additionalProperties": true
}

Original tool metadata

{
  "name": "flywheel_feedback_create",
  "description": "Submit bounded Flywheel product feedback from an MCP agent or host.",
  "inputSchema": {
    "type": "object",
    "title": "feedback_createArguments",
    "required": [
      "message"
    ],
    "properties": {
      "message": {
        "type": "string",
        "title": "Message"
      },
      "node_id": {
        "anyOf": [
          {
            "type": "string"
          },
          {
            "type": "null"
          }
        ],
        "title": "Node Id",
        "default": null
      },
      "category": {
        "enum": [
          "bug",
          "confusing",
          "missing_capability",
          "performance",
          "reliability",
          "workflow_friction",
          "docs",
          "billing",
          "other"
        ],
        "type": "string",
        "title": "Category",
        "default": "other"
      },
      "severity": {
        "enum": [
          "low",
          "medium",
          "high",
          "critical"
        ],
        "type": "string",
        "title": "Severity",
        "default": "low"
      },
      "trace_id": {
        "anyOf": [
          {
            "type": "string"
          },
          {
            "type": "null"
          }
        ],
        "title": "Trace Id",
        "default": null
      },
      "route_family": {
        "anyOf": [
          {
            "type": "string"
          },
          {
            "type": "null"
          }
        ],
        "title": "Route Family",
        "default": null
      },
      "reporter_type": {
        "enum": [
          "human",
          "agent"
        ],
        "type": "string",
        "title": "Reporter Type",
        "default": "agent"
      },
      "command_family": {
        "anyOf": [
          {
            "type": "string"
          },
          {
            "type": "null"
          }
        ],
        "title": "Command Family",
        "default": null
      },
      "sentry_event_id": {
        "anyOf": [
          {
            "type": "string"
          },
          {
            "type": "null"
          }
        ],
        "title": "Sentry Event Id",
        "default": null
      },
      "product_event_id": {
        "anyOf": [
          {
            "type": "string"
          },
          {
            "type": "null"
          }
        ],
        "title": "Product Event Id",
        "default": null
      },
      "mcp_idempotency_key": {
        "anyOf": [
          {
            "type": "string"
          },
          {
            "type": "null"
          }
        ],
        "title": "Mcp Idempotency Key",
        "default": null
      },
      "node_workflow_family": {
        "anyOf": [
          {
            "type": "string"
          },
          {
            "type": "null"
          }
        ],
        "title": "Node Workflow Family",
        "default": null
      }
    },
    "additionalProperties": false
  },
  "outputSchema": {
    "type": "object",
    "title": "feedback_createDictOutput",
    "additionalProperties": true
  }
}

flywheel_updates_listTitles 54Descriptions 72Inputs 0Annotations 0Outputs 534/100

Title54/100

Not provided

The title clearly communicates the tool’s action and subject. Keep it concise.

Description72/100

List in-app updates/announcements for the signed-in user.

The description explains the capability, when to use it, and what to expect.

Inputs0/100

0 of 4 inputs have descriptions. Add descriptions to the missing inputs, including where to obtain IDs and how to supply values.

page

Not provided

Missing description. Explain what this value means and how to supply it.

page_size

Not provided

Missing description. Explain what this value means and how to supply it.

include_hidden

Not provided

Missing description. Explain what this value means and how to supply it.

include_archived

Not provided

Missing description. Explain what this value means and how to supply it.

Annotations0/100

Declare readOnlyHint, destructiveHint, idempotentHint, openWorldHint based on the tool’s actual behavior.

Not declared

Output schema5/100

Declare the result fields and their types in the output schema.

View output schema

{
  "type": "object",
  "title": "updates_listDictOutput",
  "additionalProperties": true
}

Original tool metadata

{
  "name": "flywheel_updates_list",
  "description": "List in-app updates/announcements for the signed-in user.",
  "inputSchema": {
    "type": "object",
    "title": "updates_listArguments",
    "properties": {
      "page": {
        "type": "integer",
        "title": "Page",
        "default": 1
      },
      "page_size": {
        "type": "integer",
        "title": "Page Size",
        "default": 20
      },
      "include_hidden": {
        "type": "boolean",
        "title": "Include Hidden",
        "default": false
      },
      "include_archived": {
        "type": "boolean",
        "title": "Include Archived",
        "default": false
      }
    },
    "additionalProperties": false
  },
  "outputSchema": {
    "type": "object",
    "title": "updates_listDictOutput",
    "additionalProperties": true
  }
}

flywheel_updates_hideTitles 62Descriptions 72Inputs 0Annotations 0Outputs 837/100

Title62/100

Not provided

The title clearly communicates the tool’s action and subject. Keep it concise.

Description72/100

Mark one update as hidden for the current user (Don't show again).

Explain mutations, irreversible effects, or prerequisites that matter before calling this tool.

Inputs0/100

0 of 1 inputs have descriptions. Add descriptions to the missing inputs, including where to obtain IDs and how to supply values.

announcement_id

Not provided

Missing description. Explain what this value means and how to supply it.

Annotations0/100

Declare readOnlyHint, destructiveHint, idempotentHint, openWorldHint based on the tool’s actual behavior.

Not declared

Output schema8/100

Declare the result fields and their types in the output schema.

View output schema

{
  "type": "object",
  "title": "updates_hideDictOutput",
  "additionalProperties": true
}

Original tool metadata

{
  "name": "flywheel_updates_hide",
  "description": "Mark one update as hidden for the current user (Don't show again).",
  "inputSchema": {
    "type": "object",
    "title": "updates_hideArguments",
    "required": [
      "announcement_id"
    ],
    "properties": {
      "announcement_id": {
        "type": "string",
        "title": "Announcement Id"
      }
    },
    "additionalProperties": false
  },
  "outputSchema": {
    "type": "object",
    "title": "updates_hideDictOutput",
    "additionalProperties": true
  }
}

flywheel_updates_hide_all_activeTitles 47Descriptions 58Inputs 100Annotations 0Outputs 655/100

Title47/100

Not provided

Add a human-readable title so users do not have to interpret the tool identifier.

Description58/100

Hide all active updates for the current user (Don't show all active again).

Explain mutations, irreversible effects, or prerequisites that matter before calling this tool.

Inputs100/100

This tool declares no inputs, so argument descriptions are not needed.

No input fields.

Annotations0/100

Declare readOnlyHint, destructiveHint, idempotentHint, openWorldHint based on the tool’s actual behavior.

Not declared

Output schema6/100

Declare the result fields and their types in the output schema.

View output schema

{
  "type": "object",
  "title": "updates_hide_all_activeDictOutput",
  "additionalProperties": true
}

Original tool metadata

{
  "name": "flywheel_updates_hide_all_active",
  "description": "Hide all active updates for the current user (Don't show all active again).",
  "inputSchema": {
    "type": "object",
    "title": "updates_hide_all_activeArguments",
    "properties": {},
    "additionalProperties": false
  },
  "outputSchema": {
    "type": "object",
    "title": "updates_hide_all_activeDictOutput",
    "additionalProperties": true
  }
}

flywheel_updates_unhideTitles 58Descriptions 67Inputs 0Annotations 0Outputs 834/100

Title58/100

Not provided

The title clearly communicates the tool’s action and subject. Keep it concise.

Description67/100

Restore one hidden update for the current user.

Explain mutations, irreversible effects, or prerequisites that matter before calling this tool.

Inputs0/100

0 of 1 inputs have descriptions. Add descriptions to the missing inputs, including where to obtain IDs and how to supply values.

announcement_id

Not provided

Missing description. Explain what this value means and how to supply it.

Annotations0/100

Declare readOnlyHint, destructiveHint, idempotentHint, openWorldHint based on the tool’s actual behavior.

Not declared

Output schema8/100

Declare the result fields and their types in the output schema.

View output schema

{
  "type": "object",
  "title": "updates_unhideDictOutput",
  "additionalProperties": true
}

Original tool metadata

{
  "name": "flywheel_updates_unhide",
  "description": "Restore one hidden update for the current user.",
  "inputSchema": {
    "type": "object",
    "title": "updates_unhideArguments",
    "required": [
      "announcement_id"
    ],
    "properties": {
      "announcement_id": {
        "type": "string",
        "title": "Announcement Id"
      }
    },
    "additionalProperties": false
  },
  "outputSchema": {
    "type": "object",
    "title": "updates_unhideDictOutput",
    "additionalProperties": true
  }
}

flywheel_get_contractTitles 51Descriptions 80Inputs 100Annotations 0Outputs 963/100

Title51/100

Not provided

The title clearly communicates the tool’s action and subject. Keep it concise.

Description80/100

Return Flywheel MCP contract overview (scopes, write safety, operation catalog, and section index).

The description explains the capability, when to use it, and what to expect.

Inputs100/100

This tool declares no inputs, so argument descriptions are not needed.

No input fields.

Annotations0/100

Declare readOnlyHint, destructiveHint, idempotentHint, openWorldHint based on the tool’s actual behavior.

Not declared

Output schema9/100

Declare the result fields and their types in the output schema.

View output schema

{
  "type": "object",
  "title": "get_contractDictOutput",
  "additionalProperties": true
}

Original tool metadata

{
  "name": "flywheel_get_contract",
  "description": "Return Flywheel MCP contract overview (scopes, write safety, operation catalog, and section index).",
  "inputSchema": {
    "type": "object",
    "title": "get_contractArguments",
    "properties": {},
    "additionalProperties": false
  },
  "outputSchema": {
    "type": "object",
    "title": "get_contractDictOutput",
    "additionalProperties": true
  }
}

flywheel_get_contract_sectionTitles 58Descriptions 71Inputs 0Annotations 0Outputs 1336/100

Title58/100

Not provided

The title clearly communicates the tool’s action and subject. Keep it concise.

Description71/100

Return one contract section by section_id (for example `graph` or `campaign/template_v1`).

Describe the returned information so the agent knows whether it will answer the request.

Inputs0/100

0 of 1 inputs have descriptions. Add descriptions to the missing inputs, including where to obtain IDs and how to supply values.

section_id

Not provided

Missing description. Explain what this value means and how to supply it.

Annotations0/100

Declare readOnlyHint, destructiveHint, idempotentHint, openWorldHint based on the tool’s actual behavior.

Not declared

Output schema13/100

Declare the result fields and their types in the output schema.

View output schema

{
  "type": "object",
  "title": "get_contract_sectionDictOutput",
  "additionalProperties": true
}

Original tool metadata

{
  "name": "flywheel_get_contract_section",
  "description": "Return one contract section by section_id (for example `graph` or `campaign/template_v1`).",
  "inputSchema": {
    "type": "object",
    "title": "get_contract_sectionArguments",
    "required": [
      "section_id"
    ],
    "properties": {
      "section_id": {
        "type": "string",
        "title": "Section Id"
      }
    },
    "additionalProperties": false
  },
  "outputSchema": {
    "type": "object",
    "title": "get_contract_sectionDictOutput",
    "additionalProperties": true
  }
}

flywheel_commit_new_nodeTitles 51Descriptions 80Inputs 0Annotations 0Outputs 1136/100

Title51/100

Not provided

The title clearly communicates the tool’s action and subject. Keep it concise.

Description80/100

Create a node with a server-allocated UUIDv4; local_temp_node_id is caller correlation only. Identical retries reuse the saved creation. The server also decides which Flywheel repository the node lands in; no request field selects one.

Describe the returned information so the agent knows whether it will answer the request.

Inputs0/100

0 of 11 inputs have descriptions. Add descriptions to the missing inputs, including where to obtain IDs and how to supply values.

local_temp_node_id

Not provided

Missing description. Explain what this value means and how to supply it.

parent_ids

Not provided

Missing description. Explain what this value means and how to supply it.

$defs › McpCommitNodeStagedPayload › title

Not provided

Missing description. Explain what this value means and how to supply it.

$defs › McpCommitNodeStagedPayload › content

Not provided

Missing description. Explain what this value means and how to supply it.

$defs › McpCommitNodeStagedPayload › summary

Not provided

Missing description. Explain what this value means and how to supply it.

$defs › McpCommitNodeRepoContextPayload › repo_url

Not provided

Missing description. Explain what this value means and how to supply it.

$defs › McpCommitNodeRepoContextPayload › branch_name

Not provided

Missing description. Explain what this value means and how to supply it.

$defs › McpCommitNodeRepoContextPayload › head_commit_sha

Not provided

Missing description. Explain what this value means and how to supply it.

$defs › McpCommitNodeRepoContextPayload › origin_host

Not provided

Missing description. Explain what this value means and how to supply it.

$defs › McpCommitNodeRepoContextPayload › updated_by

Not provided

Missing description. Explain what this value means and how to supply it.

$defs › McpCommitNodeRepoContextPayload › external_transcript_ref

Not provided

Missing description. Explain what this value means and how to supply it.

Annotations0/100

Declare readOnlyHint, destructiveHint, idempotentHint, openWorldHint based on the tool’s actual behavior.

Not declared

Output schema11/100

Declare the result fields and their types in the output schema.

View output schema

{
  "type": "object",
  "title": "commit_new_nodeDictOutput",
  "additionalProperties": true
}

Original tool metadata

{
  "name": "flywheel_commit_new_node",
  "description": "Create a node with a server-allocated UUIDv4; local_temp_node_id is caller correlation only. Identical retries reuse the saved creation. The server also decides which Flywheel repository the node lands in; no request field selects one.",
  "inputSchema": {
    "type": "object",
    "$defs": {
      "McpCommitNodeStagedPayload": {
        "type": "object",
        "title": "McpCommitNodeStagedPayload",
        "required": [
          "title",
          "content",
          "summary",
          "repo_context"
        ],
        "properties": {
          "title": {
            "type": "string",
            "title": "Title"
          },
          "content": {
            "type": "string",
            "title": "Content"
          },
          "summary": {
            "type": "string",
            "title": "Summary"
          },
          "repo_context": {
            "$ref": "#/$defs/McpCommitNodeRepoContextPayload"
          }
        },
        "additionalProperties": false
      },
      "McpCommitNodeRepoContextPayload": {
        "type": "object",
        "title": "McpCommitNodeRepoContextPayload",
        "required": [
          "repo_url",
          "branch_name",
          "head_commit_sha",
          "origin_host",
          "updated_by",
          "external_transcript_ref"
        ],
        "properties": {
          "repo_url": {
            "anyOf": [
              {
                "type": "string"
              },
              {
                "type": "null"
              }
            ],
            "title": "Repo Url"
          },
          "updated_by": {
            "anyOf": [
              {
                "type": "string"
              },
              {
                "type": "null"
              }
            ],
            "title": "Updated By"
          },
          "branch_name": {
            "anyOf": [
              {
                "type": "string"
              },
              {
                "type": "null"
              }
            ],
            "title": "Branch Name"
          },
          "origin_host": {
            "anyOf": [
              {
                "type": "string"
              },
              {
                "type": "null"
              }
            ],
            "title": "Origin Host"
          },
          "head_commit_sha": {
            "anyOf": [
              {
                "type": "string"
              },
              {
                "type": "null"
              }
            ],
            "title": "Head Commit Sha"
          },
          "external_transcript_ref": {
            "anyOf": [
              {
                "type": "string"
              },
              {
                "type": "null"
              }
            ],
            "title": "External Transcript Ref"
          }
        },
        "additionalProperties": false
      }
    },
    "title": "commit_new_nodeArguments",
    "required": [
      "local_temp_node_id",
      "parent_ids",
      "staged_payload"
    ],
    "properties": {
      "parent_ids": {
        "type": "array",
        "items": {
          "type": "string"
        },
        "title": "Parent Ids"
      },
      "staged_payload": {
        "$ref": "#/$defs/McpCommitNodeStagedPayload"
      },
      "local_temp_node_id": {
        "type": "string",
        "title": "Local Temp Node Id"
      }
    },
    "additionalProperties": false
  },
  "outputSchema": {
    "type": "object",
    "title": "commit_new_nodeDictOutput",
    "additionalProperties": true
  }
}

flywheel_acquire_stage_leaseTitles 52Descriptions 67Inputs 0Annotations 0Outputs 833/100

Title52/100

Not provided

The title clearly communicates the tool’s action and subject. Keep it concise.

Description67/100

Acquire a session-scoped stage lease for an existing node before local staged edits.

Explain mutations, irreversible effects, or prerequisites that matter before calling this tool.

Inputs0/100

0 of 3 inputs have descriptions. Add descriptions to the missing inputs, including where to obtain IDs and how to supply values.

node_id

Not provided

Missing description. Explain what this value means and how to supply it.

stage_session_id

Not provided

Missing description. Explain what this value means and how to supply it.

base_committed_revision

Not provided

Missing description. Explain what this value means and how to supply it.

Annotations0/100

Declare readOnlyHint, destructiveHint, idempotentHint, openWorldHint based on the tool’s actual behavior.

Not declared

Output schema8/100

Declare the result fields and their types in the output schema.

View output schema

{
  "type": "object",
  "title": "acquire_stage_leaseDictOutput",
  "additionalProperties": true
}

Original tool metadata

{
  "name": "flywheel_acquire_stage_lease",
  "description": "Acquire a session-scoped stage lease for an existing node before local staged edits.",
  "inputSchema": {
    "type": "object",
    "title": "acquire_stage_leaseArguments",
    "required": [
      "node_id",
      "stage_session_id",
      "base_committed_revision"
    ],
    "properties": {
      "node_id": {
        "type": "string",
        "title": "Node Id"
      },
      "stage_session_id": {
        "type": "string",
        "title": "Stage Session Id"
      },
      "base_committed_revision": {
        "type": "integer",
        "title": "Base Committed Revision"
      }
    },
    "additionalProperties": false
  },
  "outputSchema": {
    "type": "object",
    "title": "acquire_stage_leaseDictOutput",
    "additionalProperties": true
  }
}

flywheel_heartbeat_stage_leaseTitles 62Descriptions 60Inputs 0Annotations 0Outputs 933/100

Title62/100

Not provided

The title clearly communicates the tool’s action and subject. Keep it concise.

Description60/100

Refresh the active stage lease for the current editing session.

Explain mutations, irreversible effects, or prerequisites that matter before calling this tool.

Inputs0/100

0 of 2 inputs have descriptions. Add descriptions to the missing inputs, including where to obtain IDs and how to supply values.

node_id

Not provided

Missing description. Explain what this value means and how to supply it.

stage_session_id

Not provided

Missing description. Explain what this value means and how to supply it.

Annotations0/100

Declare readOnlyHint, destructiveHint, idempotentHint, openWorldHint based on the tool’s actual behavior.

Not declared

Output schema9/100

Declare the result fields and their types in the output schema.

View output schema

{
  "type": "object",
  "title": "heartbeat_stage_leaseDictOutput",
  "additionalProperties": true
}

Original tool metadata

{
  "name": "flywheel_heartbeat_stage_lease",
  "description": "Refresh the active stage lease for the current editing session.",
  "inputSchema": {
    "type": "object",
    "title": "heartbeat_stage_leaseArguments",
    "required": [
      "node_id",
      "stage_session_id"
    ],
    "properties": {
      "node_id": {
        "type": "string",
        "title": "Node Id"
      },
      "stage_session_id": {
        "type": "string",
        "title": "Stage Session Id"
      }
    },
    "additionalProperties": false
  },
  "outputSchema": {
    "type": "object",
    "title": "heartbeat_stage_leaseDictOutput",
    "additionalProperties": true
  }
}

flywheel_release_stage_leaseTitles 66Descriptions 64Inputs 0Annotations 0Outputs 735/100

Title66/100

Not provided

The title clearly communicates the tool’s action and subject. Keep it concise.

Description64/100

Release the active stage lease for the current editing session.

Explain mutations, irreversible effects, or prerequisites that matter before calling this tool.

Inputs0/100

0 of 2 inputs have descriptions. Add descriptions to the missing inputs, including where to obtain IDs and how to supply values.

node_id

Not provided

Missing description. Explain what this value means and how to supply it.

stage_session_id

Not provided

Missing description. Explain what this value means and how to supply it.

Annotations0/100

Declare readOnlyHint, destructiveHint, idempotentHint, openWorldHint based on the tool’s actual behavior.

Not declared

Output schema7/100

Declare the result fields and their types in the output schema.

View output schema

{
  "type": "object",
  "title": "release_stage_leaseDictOutput",
  "additionalProperties": true
}

Original tool metadata

{
  "name": "flywheel_release_stage_lease",
  "description": "Release the active stage lease for the current editing session.",
  "inputSchema": {
    "type": "object",
    "title": "release_stage_leaseArguments",
    "required": [
      "node_id",
      "stage_session_id"
    ],
    "properties": {
      "node_id": {
        "type": "string",
        "title": "Node Id"
      },
      "stage_session_id": {
        "type": "string",
        "title": "Stage Session Id"
      }
    },
    "additionalProperties": false
  },
  "outputSchema": {
    "type": "object",
    "title": "release_stage_leaseDictOutput",
    "additionalProperties": true
  }
}

flywheel_list_nodesTitles 65Descriptions 67Inputs 33Annotations 0Outputs 745/100

Title65/100

Not provided

The title clearly communicates the tool’s action and subject. Keep it concise.

Description67/100

List nodes with optional owners/writers/visibility filters and projection control (`core`, `topology`, `full`).

Describe the returned information so the agent knows whether it will answer the request.

Inputs33/100

4 of 9 inputs have descriptions. Add descriptions to the missing inputs, including where to obtain IDs and how to supply values.

page

Not provided

Missing description. Explain what this value means and how to supply it.

page_size

Not provided

Missing description. Explain what this value means and how to supply it.

root_only

Not provided

Missing description. Explain what this value means and how to supply it.

owners

Owner selectors (list), e.g. ["me"] or ["[email protected]"].

Remove validation rules already expressed in this field’s schema; describe its meaning and usage instead.

writers

Writer selectors (list), e.g. ["me"] or ["[email protected]"].

Explain the meaning of this value, not just its name.

visibility

Derived node visibility filter: `private`, `shared`, `unlisted`, or `public`.

Clear enough to supply this argument.

repo_url

Not provided

Missing description. Explain what this value means and how to supply it.

repo_match_mode

Not provided

Missing description. Explain what this value means and how to supply it.

projection

Response shape: `core` (lightweight node fields), `topology` (core plus graph edges), `full` (topology plus heavier fields such as artifacts/executions).

Remove validation rules already expressed in this field’s schema; describe its meaning and usage instead.

Annotations0/100

Declare readOnlyHint, destructiveHint, idempotentHint, openWorldHint based on the tool’s actual behavior.

Not declared

Output schema7/100

Declare the result fields and their types in the output schema.

View output schema

{
  "type": "object",
  "title": "list_nodesDictOutput",
  "additionalProperties": true
}

Original tool metadata

{
  "name": "flywheel_list_nodes",
  "description": "List nodes with optional owners/writers/visibility filters and projection control (`core`, `topology`, `full`).",
  "inputSchema": {
    "type": "object",
    "title": "list_nodesArguments",
    "properties": {
      "page": {
        "type": "integer",
        "title": "Page",
        "default": 1
      },
      "owners": {
        "anyOf": [
          {
            "type": "array",
            "items": {
              "type": "string"
            }
          },
          {
            "type": "null"
          }
        ],
        "title": "Owners",
        "default": null,
        "description": "Owner selectors (list), e.g. [\"me\"] or [\"[email protected]\"]."
      },
      "writers": {
        "anyOf": [
          {
            "type": "array",
            "items": {
              "type": "string"
            }
          },
          {
            "type": "null"
          }
        ],
        "title": "Writers",
        "default": null,
        "description": "Writer selectors (list), e.g. [\"me\"] or [\"[email protected]\"]."
      },
      "repo_url": {
        "anyOf": [
          {
            "type": "string"
          },
          {
            "type": "null"
          }
        ],
        "title": "Repo Url",
        "default": null
      },
      "page_size": {
        "type": "integer",
        "title": "Page Size",
        "default": 50
      },
      "root_only": {
        "type": "boolean",
        "title": "Root Only",
        "default": false
      },
      "projection": {
        "enum": [
          "full",
          "topology",
          "core"
        ],
        "type": "string",
        "title": "Projection",
        "default": "topology",
        "description": "Response shape: `core` (lightweight node fields), `topology` (core plus graph edges), `full` (topology plus heavier fields such as artifacts/executions)."
      },
      "visibility": {
        "anyOf": [
          {
            "type": "array",
            "items": {
              "enum": [
                "private",
                "shared",
                "unlisted",
                "public"
              ],
              "type": "string"
            }
          },
          {
            "type": "null"
          }
        ],
        "title": "Visibility",
        "default": null,
        "description": "Derived node visibility filter: `private`, `shared`, `unlisted`, or `public`."
      },
      "repo_match_mode": {
        "enum": [
          "exact",
          "fuzzy"
        ],
        "type": "string",
        "title": "Repo Match Mode",
        "default": "exact"
      }
    },
    "additionalProperties": false
  },
  "outputSchema": {
    "type": "object",
    "title": "list_nodesDictOutput",
    "additionalProperties": true
  }
}

flywheel_get_graphTitles 53Descriptions 81Inputs 50Annotations 0Outputs 950/100

Title53/100

Not provided

The title clearly communicates the tool’s action and subject. Keep it concise.

Description81/100

Read exactly one paginated graph page from GET /graph. Use next_cursor from the response to request another page explicitly.

The description explains the capability, when to use it, and what to expect.

Inputs50/100

6 of 9 inputs have descriptions. Add descriptions to the missing inputs, including where to obtain IDs and how to supply values.

node_id

Not provided

Missing description. Explain what this value means and how to supply it.

depth

Not provided

Missing description. Explain what this value means and how to supply it.

page_size

Number of graph nodes to return in this page.

Remove validation rules already expressed in this field’s schema; describe its meaning and usage instead.

cursor

Cursor returned by the previous graph page.

Remove validation rules already expressed in this field’s schema; describe its meaning and usage instead.

access_scopes

Visibility scopes to include in this graph page: owned, shared, and/or public.

Remove validation rules already expressed in this field’s schema; describe its meaning and usage instead.

private_only

Not provided

Missing description. Explain what this value means and how to supply it.

filter

Optional node filter tokens. Supported axes are owner, root_graph, tag, visibility, and recency. node_type is not supported.

Remove validation rules already expressed in this field’s schema; describe its meaning and usage instead.

exclude

Optional exclude shorthand tokens as axis:match. Supported axes are owner, root_graph, tag, visibility, and recency.

Remove validation rules already expressed in this field’s schema; describe its meaning and usage instead.

projection

Graph node payload shape: `topology` (default), `core`, or `full`.

Remove validation rules already expressed in this field’s schema; describe its meaning and usage instead.

Annotations0/100

Declare readOnlyHint, destructiveHint, idempotentHint, openWorldHint based on the tool’s actual behavior.

Not declared

Output schema9/100

Declare the result fields and their types in the output schema.

View output schema

{
  "type": "object",
  "title": "get_graphDictOutput",
  "additionalProperties": true
}

Original tool metadata

{
  "name": "flywheel_get_graph",
  "description": "Read exactly one paginated graph page from GET /graph. Use next_cursor from the response to request another page explicitly.",
  "inputSchema": {
    "type": "object",
    "title": "get_graphArguments",
    "properties": {
      "depth": {
        "anyOf": [
          {
            "type": "integer"
          },
          {
            "type": "null"
          }
        ],
        "title": "Depth",
        "default": null
      },
      "cursor": {
        "anyOf": [
          {
            "type": "string"
          },
          {
            "type": "null"
          }
        ],
        "title": "Cursor",
        "default": null,
        "description": "Cursor returned by the previous graph page."
      },
      "filter": {
        "anyOf": [
          {
            "type": "array",
            "items": {
              "type": "string"
            }
          },
          {
            "type": "null"
          }
        ],
        "title": "Filter",
        "default": null,
        "description": "Optional node filter tokens. Supported axes are owner, root_graph, tag, visibility, and recency. node_type is not supported."
      },
      "exclude": {
        "anyOf": [
          {
            "type": "array",
            "items": {
              "type": "string"
            }
          },
          {
            "type": "null"
          }
        ],
        "title": "Exclude",
        "default": null,
        "description": "Optional exclude shorthand tokens as axis:match. Supported axes are owner, root_graph, tag, visibility, and recency."
      },
      "node_id": {
        "anyOf": [
          {
            "type": "string"
          },
          {
            "type": "null"
          }
        ],
        "title": "Node Id",
        "default": null
      },
      "page_size": {
        "type": "integer",
        "title": "Page Size",
        "default": 1000,
        "description": "Number of graph nodes to return in this page."
      },
      "projection": {
        "enum": [
          "full",
          "topology",
          "core"
        ],
        "type": "string",
        "title": "Projection",
        "default": "topology",
        "description": "Graph node payload shape: `topology` (default), `core`, or `full`."
      },
      "private_only": {
        "type": "boolean",
        "title": "Private Only",
        "default": false
      },
      "access_scopes": {
        "anyOf": [
          {
            "type": "array",
            "items": {
              "enum": [
                "owned",
                "shared",
                "public"
              ],
              "type": "string"
            }
          },
          {
            "type": "null"
          }
        ],
        "title": "Access Scopes",
        "default": null,
        "description": "Visibility scopes to include in this graph page: owned, shared, and/or public."
      }
    },
    "additionalProperties": false
  },
  "outputSchema": {
    "type": "object",
    "title": "get_graphDictOutput",
    "additionalProperties": true
  }
}

flywheel_resolve_node_slugTitles 55Descriptions 72Inputs 58Annotations 0Outputs 750/100

Title55/100

Not provided

The title clearly communicates the tool’s action and subject. Keep it concise.

Description72/100

Resolve a node by slug_name with explicit conflict handling (`unique`, `context_resolved`, `ambiguous`, `not_found`).

Describe the returned information so the agent knows whether it will answer the request.

Inputs58/100

2 of 3 inputs have descriptions. Add descriptions to the missing inputs, including where to obtain IDs and how to supply values.

slug_name

Not provided

Missing description. Explain what this value means and how to supply it.

context_node_id

Optional context node. When provided, slug conflicts can be auto-resolved if exactly one match is in the same graph root.

Clear enough to supply this argument.

projection

Node payload shape for matched candidates: `core` (default), `topology`, or `full`.

Remove validation rules already expressed in this field’s schema; describe its meaning and usage instead.

Annotations0/100

Declare readOnlyHint, destructiveHint, idempotentHint, openWorldHint based on the tool’s actual behavior.

Not declared

Output schema7/100

Declare the result fields and their types in the output schema.

View output schema

{
  "type": "object",
  "title": "resolve_node_slugDictOutput",
  "additionalProperties": true
}

Original tool metadata

{
  "name": "flywheel_resolve_node_slug",
  "description": "Resolve a node by slug_name with explicit conflict handling (`unique`, `context_resolved`, `ambiguous`, `not_found`).",
  "inputSchema": {
    "type": "object",
    "title": "resolve_node_slugArguments",
    "required": [
      "slug_name"
    ],
    "properties": {
      "slug_name": {
        "type": "string",
        "title": "Slug Name"
      },
      "projection": {
        "enum": [
          "full",
          "topology",
          "core"
        ],
        "type": "string",
        "title": "Projection",
        "default": "core",
        "description": "Node payload shape for matched candidates: `core` (default), `topology`, or `full`."
      },
      "context_node_id": {
        "anyOf": [
          {
            "type": "string"
          },
          {
            "type": "null"
          }
        ],
        "title": "Context Node Id",
        "default": null,
        "description": "Optional context node. When provided, slug conflicts can be auto-resolved if exactly one match is in the same graph root."
      }
    },
    "additionalProperties": false
  },
  "outputSchema": {
    "type": "object",
    "title": "resolve_node_slugDictOutput",
    "additionalProperties": true
  }
}

flywheel_get_node_sharingTitles 55Descriptions 79Inputs 0Annotations 0Outputs 536/100

Title55/100

Not provided

The title clearly communicates the tool’s action and subject. Keep it concise.

Description79/100

Get node sharing for one node (owner/collaborators/visibility).

Describe the returned information so the agent knows whether it will answer the request.

Inputs0/100

0 of 1 inputs have descriptions. Add descriptions to the missing inputs, including where to obtain IDs and how to supply values.

node_id

Not provided

Missing description. Explain what this value means and how to supply it.

Annotations0/100

Declare readOnlyHint, destructiveHint, idempotentHint, openWorldHint based on the tool’s actual behavior.

Not declared

Output schema5/100

Declare the result fields and their types in the output schema.

View output schema

{
  "type": "object",
  "title": "get_node_sharingDictOutput",
  "additionalProperties": true
}

Original tool metadata

{
  "name": "flywheel_get_node_sharing",
  "description": "Get node sharing for one node (owner/collaborators/visibility).",
  "inputSchema": {
    "type": "object",
    "title": "get_node_sharingArguments",
    "required": [
      "node_id"
    ],
    "properties": {
      "node_id": {
        "type": "string",
        "title": "Node Id"
      }
    },
    "additionalProperties": false
  },
  "outputSchema": {
    "type": "object",
    "title": "get_node_sharingDictOutput",
    "additionalProperties": true
  }
}

flywheel_set_sharing_for_nodeTitles 72Descriptions 72Inputs 0Annotations 0Outputs 739/100

Title72/100

Not provided

The title clearly communicates the tool’s action and subject. Keep it concise.

Description72/100

Set sharing for one owned node (collaborators/private-unlisted-public visibility).

Explain mutations, irreversible effects, or prerequisites that matter before calling this tool.

Inputs0/100

0 of 4 inputs have descriptions. Add descriptions to the missing inputs, including where to obtain IDs and how to supply values.

node_id

Not provided

Missing description. Explain what this value means and how to supply it.

sharing_mode

Not provided

Missing description. Explain what this value means and how to supply it.

$defs › McpSharingCollaboratorRequest › email

Not provided

Missing description. Explain what this value means and how to supply it.

$defs › McpSharingCollaboratorRequest › role

Not provided

Missing description. Explain what this value means and how to supply it.

Annotations0/100

Declare readOnlyHint, destructiveHint, idempotentHint, openWorldHint based on the tool’s actual behavior.

Not declared

Output schema7/100

Declare the result fields and their types in the output schema.

View output schema

{
  "type": "object",
  "title": "set_sharing_for_nodeDictOutput",
  "additionalProperties": true
}

Original tool metadata

{
  "name": "flywheel_set_sharing_for_node",
  "description": "Set sharing for one owned node (collaborators/private-unlisted-public visibility).",
  "inputSchema": {
    "type": "object",
    "$defs": {
      "McpSharingCollaboratorRequest": {
        "type": "object",
        "title": "McpSharingCollaboratorRequest",
        "required": [
          "email"
        ],
        "properties": {
          "role": {
            "enum": [
              "viewer",
              "editor",
              "admin"
            ],
            "type": "string",
            "title": "Role",
            "default": "viewer"
          },
          "email": {
            "type": "string",
            "title": "Email"
          }
        },
        "additionalProperties": false
      }
    },
    "title": "set_sharing_for_nodeArguments",
    "required": [
      "node_id"
    ],
    "properties": {
      "node_id": {
        "type": "string",
        "title": "Node Id"
      },
      "sharing_mode": {
        "enum": [
          "private",
          "public",
          "unlisted"
        ],
        "type": "string",
        "title": "Sharing Mode",
        "default": "private"
      },
      "collaborators": {
        "anyOf": [
          {
            "type": "array",
            "items": {
              "$ref": "#/$defs/McpSharingCollaboratorRequest"
            }
          },
          {
            "type": "null"
          }
        ],
        "title": "Collaborators",
        "default": null
      }
    },
    "additionalProperties": false
  },
  "outputSchema": {
    "type": "object",
    "title": "set_sharing_for_nodeDictOutput",
    "additionalProperties": true
  }
}

flywheel_set_sharing_for_nodesTitles 52Descriptions 95Inputs 0Annotations 0Outputs 1040/100

Title52/100

Not provided

The title clearly communicates the tool’s action and subject. Keep it concise.

Description95/100

Apply one sharing configuration across multiple owned nodes in bulk. One call changes at most 1000 distinct nodes (repeated node_ids count once); a call naming more is refused with 422 and changes nothing. Each call saves all or nothing: nodes you may not change are skipped and listed in `skipped` with a reason, and if the save fails no node changes. An error reported after the save (for example while reading the result back) can leave it saved, so read sharing back after an error. To share more than 1000 nodes, split node_ids into calls of at most 1000 each; every call is a separate save, so earlier calls stay saved if a later one fails.

Describe the returned information so the agent knows whether it will answer the request.

Inputs0/100

0 of 4 inputs have descriptions. Add descriptions to the missing inputs, including where to obtain IDs and how to supply values.

node_ids

Not provided

Missing description. Explain what this value means and how to supply it.

sharing_mode

Not provided

Missing description. Explain what this value means and how to supply it.

$defs › McpSharingCollaboratorRequest › email

Not provided

Missing description. Explain what this value means and how to supply it.

$defs › McpSharingCollaboratorRequest › role

Not provided

Missing description. Explain what this value means and how to supply it.

Annotations0/100

Declare readOnlyHint, destructiveHint, idempotentHint, openWorldHint based on the tool’s actual behavior.

Not declared

Output schema10/100

Declare the result fields and their types in the output schema.

View output schema

{
  "type": "object",
  "title": "set_sharing_for_nodesDictOutput",
  "additionalProperties": true
}

Original tool metadata

{
  "name": "flywheel_set_sharing_for_nodes",
  "description": "Apply one sharing configuration across multiple owned nodes in bulk. One call changes at most 1000 distinct nodes (repeated node_ids count once); a call naming more is refused with 422 and changes nothing. Each call saves all or nothing: nodes you may not change are skipped and listed in `skipped` with a reason, and if the save fails no node changes. An error reported after the save (for example while reading the result back) can leave it saved, so read sharing back after an error. To share more than 1000 nodes, split node_ids into calls of at most 1000 each; every call is a separate save, so earlier calls stay saved if a later one fails.",
  "inputSchema": {
    "type": "object",
    "$defs": {
      "McpSharingCollaboratorRequest": {
        "type": "object",
        "title": "McpSharingCollaboratorRequest",
        "required": [
          "email"
        ],
        "properties": {
          "role": {
            "enum": [
              "viewer",
              "editor",
              "admin"
            ],
            "type": "string",
            "title": "Role",
            "default": "viewer"
          },
          "email": {
            "type": "string",
            "title": "Email"
          }
        },
        "additionalProperties": false
      }
    },
    "title": "set_sharing_for_nodesArguments",
    "required": [
      "node_ids"
    ],
    "properties": {
      "node_ids": {
        "type": "array",
        "items": {
          "type": "string"
        },
        "title": "Node Ids"
      },
      "sharing_mode": {
        "enum": [
          "private",
          "public",
          "unlisted"
        ],
        "type": "string",
        "title": "Sharing Mode",
        "default": "private"
      },
      "collaborators": {
        "anyOf": [
          {
            "type": "array",
            "items": {
              "$ref": "#/$defs/McpSharingCollaboratorRequest"
            }
          },
          {
            "type": "null"
          }
        ],
        "title": "Collaborators",
        "default": null
      }
    },
    "additionalProperties": false
  },
  "outputSchema": {
    "type": "object",
    "title": "set_sharing_for_nodesDictOutput",
    "additionalProperties": true
  }
}

flywheel_get_nodeTitles 58Descriptions 82Inputs 38Annotations 0Outputs 1249/100

Title58/100

Not provided

The title clearly communicates the tool’s action and subject. Keep it concise.

Description82/100

Get one node by node_id. Direct relationship arrays are not guaranteed; use child/parent paging tools for complete direct-neighbor traversal.

The description explains the capability, when to use it, and what to expect.

Inputs38/100

1 of 2 inputs have descriptions. Add descriptions to the missing inputs, including where to obtain IDs and how to supply values.

node_id

Not provided

Missing description. Explain what this value means and how to supply it.

projection

Response shape: `core` (default lightweight fields), `topology` (lightweight topology metadata, not complete relationship arrays), or `full` (core plus heavier fields such as artifacts/executions). Use flywheel_get_node_children or flywheel_get_node_parents for complete direct-neighbor paging.

Remove validation rules already expressed in this field’s schema; describe its meaning and usage instead.

Annotations0/100

Declare readOnlyHint, destructiveHint, idempotentHint, openWorldHint based on the tool’s actual behavior.

Not declared

Output schema12/100

Declare the result fields and their types in the output schema.

View output schema

{
  "type": "object",
  "title": "get_nodeDictOutput",
  "additionalProperties": true
}

Original tool metadata

{
  "name": "flywheel_get_node",
  "description": "Get one node by node_id. Direct relationship arrays are not guaranteed; use child/parent paging tools for complete direct-neighbor traversal.",
  "inputSchema": {
    "type": "object",
    "title": "get_nodeArguments",
    "required": [
      "node_id"
    ],
    "properties": {
      "node_id": {
        "type": "string",
        "title": "Node Id"
      },
      "projection": {
        "enum": [
          "full",
          "topology",
          "core"
        ],
        "type": "string",
        "title": "Projection",
        "default": "core",
        "description": "Response shape: `core` (default lightweight fields), `topology` (lightweight topology metadata, not complete relationship arrays), or `full` (core plus heavier fields such as artifacts/executions). Use flywheel_get_node_children or flywheel_get_node_parents for complete direct-neighbor paging."
      }
    },
    "additionalProperties": false
  },
  "outputSchema": {
    "type": "object",
    "title": "get_nodeDictOutput",
    "additionalProperties": true
  }
}

flywheel_get_node_childrenTitles 52Descriptions 63Inputs 19Annotations 0Outputs 736/100

Title52/100

Not provided

The title clearly communicates the tool’s action and subject. Keep it concise.

Description63/100

Page direct visible children for one node using cursor connection semantics.

Describe the returned information so the agent knows whether it will answer the request.

Inputs19/100

1 of 4 inputs have descriptions. Add descriptions to the missing inputs, including where to obtain IDs and how to supply values.

node_id

Not provided

Missing description. Explain what this value means and how to supply it.

first

Not provided

Missing description. Explain what this value means and how to supply it.

after

Not provided

Missing description. Explain what this value means and how to supply it.

projection

Node payload shape for each child edge: `topology` or `core`.

Remove validation rules already expressed in this field’s schema; describe its meaning and usage instead.

Annotations0/100

Declare readOnlyHint, destructiveHint, idempotentHint, openWorldHint based on the tool’s actual behavior.

Not declared

Output schema7/100

Declare the result fields and their types in the output schema.

View output schema

{
  "type": "object",
  "title": "get_node_childrenDictOutput",
  "additionalProperties": true
}

Original tool metadata

{
  "name": "flywheel_get_node_children",
  "description": "Page direct visible children for one node using cursor connection semantics.",
  "inputSchema": {
    "type": "object",
    "title": "get_node_childrenArguments",
    "required": [
      "node_id"
    ],
    "properties": {
      "after": {
        "anyOf": [
          {
            "type": "string"
          },
          {
            "type": "null"
          }
        ],
        "title": "After",
        "default": null
      },
      "first": {
        "type": "integer",
        "title": "First",
        "default": 100
      },
      "node_id": {
        "type": "string",
        "title": "Node Id"
      },
      "projection": {
        "enum": [
          "topology",
          "core"
        ],
        "type": "string",
        "title": "Projection",
        "default": "topology",
        "description": "Node payload shape for each child edge: `topology` or `core`."
      }
    },
    "additionalProperties": false
  },
  "outputSchema": {
    "type": "object",
    "title": "get_node_childrenDictOutput",
    "additionalProperties": true
  }
}

flywheel_get_node_parentsTitles 63Descriptions 64Inputs 19Annotations 0Outputs 640/100

Title63/100

Not provided

The title clearly communicates the tool’s action and subject. Keep it concise.

Description64/100

Page direct visible parents for one node using cursor connection semantics.

Describe the returned information so the agent knows whether it will answer the request.

Inputs19/100

1 of 4 inputs have descriptions. Add descriptions to the missing inputs, including where to obtain IDs and how to supply values.

node_id

Not provided

Missing description. Explain what this value means and how to supply it.

first

Not provided

Missing description. Explain what this value means and how to supply it.

after

Not provided

Missing description. Explain what this value means and how to supply it.

projection

Node payload shape for each parent edge: `topology` or `core`.

Remove validation rules already expressed in this field’s schema; describe its meaning and usage instead.

Annotations0/100

Declare readOnlyHint, destructiveHint, idempotentHint, openWorldHint based on the tool’s actual behavior.

Not declared

Output schema6/100

Declare the result fields and their types in the output schema.

View output schema

{
  "type": "object",
  "title": "get_node_parentsDictOutput",
  "additionalProperties": true
}

Original tool metadata

{
  "name": "flywheel_get_node_parents",
  "description": "Page direct visible parents for one node using cursor connection semantics.",
  "inputSchema": {
    "type": "object",
    "title": "get_node_parentsArguments",
    "required": [
      "node_id"
    ],
    "properties": {
      "after": {
        "anyOf": [
          {
            "type": "string"
          },
          {
            "type": "null"
          }
        ],
        "title": "After",
        "default": null
      },
      "first": {
        "type": "integer",
        "title": "First",
        "default": 100
      },
      "node_id": {
        "type": "string",
        "title": "Node Id"
      },
      "projection": {
        "enum": [
          "topology",
          "core"
        ],
        "type": "string",
        "title": "Projection",
        "default": "topology",
        "description": "Node payload shape for each parent edge: `topology` or `core`."
      }
    },
    "additionalProperties": false
  },
  "outputSchema": {
    "type": "object",
    "title": "get_node_parentsDictOutput",
    "additionalProperties": true
  }
}

flywheel_create_node_tagTitles 59Descriptions 69Inputs 0Annotations 0Outputs 735/100

Title59/100

Not provided

The title clearly communicates the tool’s action and subject. Keep it concise.

Description69/100

Create one graph tag from a root node. `track_history` is effective only when `one_only=true`; when `one_only=false`, the effective track_history=false.

Explain mutations, irreversible effects, or prerequisites that matter before calling this tool.

Inputs0/100

0 of 7 inputs have descriptions. Add descriptions to the missing inputs, including where to obtain IDs and how to supply values.

root_node_id

Not provided

Missing description. Explain what this value means and how to supply it.

expected_revision

Not provided

Missing description. Explain what this value means and how to supply it.

name

Not provided

Missing description. Explain what this value means and how to supply it.

bg_color

Not provided

Missing description. Explain what this value means and how to supply it.

text_color

Not provided

Missing description. Explain what this value means and how to supply it.

one_only

Not provided

Missing description. Explain what this value means and how to supply it.

track_history

Not provided

Missing description. Explain what this value means and how to supply it.

Annotations0/100

Declare readOnlyHint, destructiveHint, idempotentHint, openWorldHint based on the tool’s actual behavior.

Not declared

Output schema7/100

Declare the result fields and their types in the output schema.

View output schema

{
  "type": "object",
  "title": "create_node_tagDictOutput",
  "additionalProperties": true
}

Original tool metadata

{
  "name": "flywheel_create_node_tag",
  "description": "Create one graph tag from a root node. `track_history` is effective only when `one_only=true`; when `one_only=false`, the effective track_history=false.",
  "inputSchema": {
    "type": "object",
    "title": "create_node_tagArguments",
    "required": [
      "root_node_id",
      "expected_revision",
      "name",
      "bg_color",
      "text_color"
    ],
    "properties": {
      "name": {
        "type": "string",
        "title": "Name"
      },
      "bg_color": {
        "type": "string",
        "title": "Bg Color"
      },
      "one_only": {
        "type": "boolean",
        "title": "One Only",
        "default": false
      },
      "text_color": {
        "type": "string",
        "title": "Text Color"
      },
      "root_node_id": {
        "type": "string",
        "title": "Root Node Id"
      },
      "track_history": {
        "type": "boolean",
        "title": "Track History",
        "default": false
      },
      "expected_revision": {
        "type": "integer",
        "title": "Expected Revision"
      }
    },
    "additionalProperties": false
  },
  "outputSchema": {
    "type": "object",
    "title": "create_node_tagDictOutput",
    "additionalProperties": true
  }
}

flywheel_update_node_tagTitles 64Descriptions 52Inputs 0Annotations 0Outputs 832/100

Title64/100

Not provided

The title clearly communicates the tool’s action and subject. Keep it concise.

Description52/100

Update one graph tag from a root node.

Describe the concrete operation and its scope instead of restating the tool name.

Inputs0/100

0 of 8 inputs have descriptions. Add descriptions to the missing inputs, including where to obtain IDs and how to supply values.

root_node_id

Not provided

Missing description. Explain what this value means and how to supply it.

tag_id

Not provided

Missing description. Explain what this value means and how to supply it.

expected_revision

Not provided

Missing description. Explain what this value means and how to supply it.

name

Not provided

Missing description. Explain what this value means and how to supply it.

bg_color

Not provided

Missing description. Explain what this value means and how to supply it.

text_color

Not provided

Missing description. Explain what this value means and how to supply it.

one_only

Not provided

Missing description. Explain what this value means and how to supply it.

track_history

Not provided

Missing description. Explain what this value means and how to supply it.

Annotations0/100

Declare readOnlyHint, destructiveHint, idempotentHint, openWorldHint based on the tool’s actual behavior.

Not declared

Output schema8/100

Declare the result fields and their types in the output schema.

View output schema

{
  "type": "object",
  "title": "update_node_tagDictOutput",
  "additionalProperties": true
}

Original tool metadata

{
  "name": "flywheel_update_node_tag",
  "description": "Update one graph tag from a root node.",
  "inputSchema": {
    "type": "object",
    "title": "update_node_tagArguments",
    "required": [
      "root_node_id",
      "tag_id",
      "expected_revision"
    ],
    "properties": {
      "name": {
        "anyOf": [
          {
            "type": "string"
          },
          {
            "type": "null"
          }
        ],
        "title": "Name",
        "default": null
      },
      "tag_id": {
        "type": "string",
        "title": "Tag Id"
      },
      "bg_color": {
        "anyOf": [
          {
            "type": "string"
          },
          {
            "type": "null"
          }
        ],
        "title": "Bg Color",
        "default": null
      },
      "one_only": {
        "anyOf": [
          {
            "type": "boolean"
          },
          {
            "type": "null"
          }
        ],
        "title": "One Only",
        "default": null
      },
      "text_color": {
        "anyOf": [
          {
            "type": "string"
          },
          {
            "type": "null"
          }
        ],
        "title": "Text Color",
        "default": null
      },
      "root_node_id": {
        "type": "string",
        "title": "Root Node Id"
      },
      "track_history": {
        "anyOf": [
          {
            "type": "boolean"
          },
          {
            "type": "null"
          }
        ],
        "title": "Track History",
        "default": null
      },
      "expected_revision": {
        "type": "integer",
        "title": "Expected Revision"
      }
    },
    "additionalProperties": false
  },
  "outputSchema": {
    "type": "object",
    "title": "update_node_tagDictOutput",
    "additionalProperties": true
  }
}

flywheel_delete_node_tagTitles 51Descriptions 67Inputs 0Annotations 0Outputs 632/100

Title51/100

Not provided

The title clearly communicates the tool’s action and subject. Keep it concise.

Description67/100

Delete one graph tag from a root node.

Explain mutations, irreversible effects, or prerequisites that matter before calling this tool.

Inputs0/100

0 of 3 inputs have descriptions. Add descriptions to the missing inputs, including where to obtain IDs and how to supply values.

root_node_id

Not provided

Missing description. Explain what this value means and how to supply it.

tag_id

Not provided

Missing description. Explain what this value means and how to supply it.

expected_revision

Not provided

Missing description. Explain what this value means and how to supply it.

Annotations0/100

Declare readOnlyHint, destructiveHint, idempotentHint, openWorldHint based on the tool’s actual behavior.

Not declared

Output schema6/100

Declare the result fields and their types in the output schema.

View output schema

{
  "type": "object",
  "title": "delete_node_tagDictOutput",
  "additionalProperties": true
}

Original tool metadata

{
  "name": "flywheel_delete_node_tag",
  "description": "Delete one graph tag from a root node.",
  "inputSchema": {
    "type": "object",
    "title": "delete_node_tagArguments",
    "required": [
      "root_node_id",
      "tag_id",
      "expected_revision"
    ],
    "properties": {
      "tag_id": {
        "type": "string",
        "title": "Tag Id"
      },
      "root_node_id": {
        "type": "string",
        "title": "Root Node Id"
      },
      "expected_revision": {
        "type": "integer",
        "title": "Expected Revision"
      }
    },
    "additionalProperties": false
  },
  "outputSchema": {
    "type": "object",
    "title": "delete_node_tagDictOutput",
    "additionalProperties": true
  }
}

flywheel_set_node_tag_assignmentsTitles 76Descriptions 61Inputs 33Annotations 0Outputs 546/100

Title76/100

Not provided

The title clearly communicates the tool’s action and subject. Keep it concise.

Description61/100

Set graph tag assignments for one node.

Explain mutations, irreversible effects, or prerequisites that matter before calling this tool.

Inputs33/100

1 of 3 inputs have descriptions. Add descriptions to the missing inputs, including where to obtain IDs and how to supply values.

node_id

Not provided

Missing description. Explain what this value means and how to supply it.

expected_revision

Not provided

Missing description. Explain what this value means and how to supply it.

tag_ids

Tag ID list, e.g. ["tag-xxx"]. Omit to clear all tag assignments (defaults to []).

Clear enough to supply this argument.

Annotations0/100

Declare readOnlyHint, destructiveHint, idempotentHint, openWorldHint based on the tool’s actual behavior.

Not declared

Output schema5/100

Declare the result fields and their types in the output schema.

View output schema

{
  "type": "object",
  "title": "set_node_tag_assignmentsDictOutput",
  "additionalProperties": true
}

Original tool metadata

{
  "name": "flywheel_set_node_tag_assignments",
  "description": "Set graph tag assignments for one node.",
  "inputSchema": {
    "type": "object",
    "title": "set_node_tag_assignmentsArguments",
    "required": [
      "node_id",
      "expected_revision"
    ],
    "properties": {
      "node_id": {
        "type": "string",
        "title": "Node Id"
      },
      "tag_ids": {
        "type": "array",
        "items": {
          "type": "string"
        },
        "title": "Tag Ids",
        "description": "Tag ID list, e.g. [\"tag-xxx\"]. Omit to clear all tag assignments (defaults to [])."
      },
      "expected_revision": {
        "type": "integer",
        "title": "Expected Revision"
      }
    },
    "additionalProperties": false
  },
  "outputSchema": {
    "type": "object",
    "title": "set_node_tag_assignmentsDictOutput",
    "additionalProperties": true
  }
}

flywheel_get_node_treeTitles 45Descriptions 51Inputs 25Annotations 0Outputs 633/100

Title45/100

Not provided

The title clearly communicates the tool’s action and subject. Keep it concise.

Description51/100

Get a root-aware bounded tree/DAG projection for an anchor node.

Describe the concrete operation and its scope instead of restating the tool name.

Inputs25/100

1 of 3 inputs have descriptions. Add descriptions to the missing inputs, including where to obtain IDs and how to supply values.

node_id

Not provided

Missing description. Explain what this value means and how to supply it.

max_nodes

Not provided

Missing description. Explain what this value means and how to supply it.

projection

Node payload shape for each tree entry: `core`, `topology`, or `full`.

Remove validation rules already expressed in this field’s schema; describe its meaning and usage instead.

Annotations0/100

Declare readOnlyHint, destructiveHint, idempotentHint, openWorldHint based on the tool’s actual behavior.

Not declared

Output schema6/100

Declare the result fields and their types in the output schema.

View output schema

{
  "type": "object",
  "title": "get_node_treeDictOutput",
  "additionalProperties": true
}

Original tool metadata

{
  "name": "flywheel_get_node_tree",
  "description": "Get a root-aware bounded tree/DAG projection for an anchor node.",
  "inputSchema": {
    "type": "object",
    "title": "get_node_treeArguments",
    "required": [
      "node_id"
    ],
    "properties": {
      "node_id": {
        "type": "string",
        "title": "Node Id"
      },
      "max_nodes": {
        "type": "integer",
        "title": "Max Nodes",
        "default": 5000
      },
      "projection": {
        "enum": [
          "full",
          "topology",
          "core"
        ],
        "type": "string",
        "title": "Projection",
        "default": "topology",
        "description": "Node payload shape for each tree entry: `core`, `topology`, or `full`."
      }
    },
    "additionalProperties": false
  },
  "outputSchema": {
    "type": "object",
    "title": "get_node_treeDictOutput",
    "additionalProperties": true
  }
}

flywheel_get_node_ancestryTitles 54Descriptions 65Inputs 25Annotations 0Outputs 539/100

Title54/100

Not provided

The title clearly communicates the tool’s action and subject. Keep it concise.

Description65/100

Get ordered ancestry metadata from an anchor node to root boundaries.

Describe the returned information so the agent knows whether it will answer the request.

Inputs25/100

1 of 3 inputs have descriptions. Add descriptions to the missing inputs, including where to obtain IDs and how to supply values.

node_id

Not provided

Missing description. Explain what this value means and how to supply it.

max_depth

Not provided

Missing description. Explain what this value means and how to supply it.

projection

Node payload shape for each ancestry entry: `core`, `topology`, or `full`.

Remove validation rules already expressed in this field’s schema; describe its meaning and usage instead.

Annotations0/100

Declare readOnlyHint, destructiveHint, idempotentHint, openWorldHint based on the tool’s actual behavior.

Not declared

Output schema5/100

Declare the result fields and their types in the output schema.

View output schema

{
  "type": "object",
  "title": "get_node_ancestryDictOutput",
  "additionalProperties": true
}

Original tool metadata

{
  "name": "flywheel_get_node_ancestry",
  "description": "Get ordered ancestry metadata from an anchor node to root boundaries.",
  "inputSchema": {
    "type": "object",
    "title": "get_node_ancestryArguments",
    "required": [
      "node_id"
    ],
    "properties": {
      "node_id": {
        "type": "string",
        "title": "Node Id"
      },
      "max_depth": {
        "type": "integer",
        "title": "Max Depth",
        "default": 256
      },
      "projection": {
        "enum": [
          "full",
          "topology",
          "core"
        ],
        "type": "string",
        "title": "Projection",
        "default": "topology",
        "description": "Node payload shape for each ancestry entry: `core`, `topology`, or `full`."
      }
    },
    "additionalProperties": false
  },
  "outputSchema": {
    "type": "object",
    "title": "get_node_ancestryDictOutput",
    "additionalProperties": true
  }
}

flywheel_commit_nodeTitles 67Descriptions 71Inputs 0Annotations 0Outputs 938/100

Title67/100

Not provided

The title clearly communicates the tool’s action and subject. Keep it concise.

Description71/100

Commit an existing node by publishing the caller's staged payload under an active stage lease.

Explain mutations, irreversible effects, or prerequisites that matter before calling this tool.

Inputs0/100

0 of 12 inputs have descriptions. Add descriptions to the missing inputs, including where to obtain IDs and how to supply values.

node_id

Not provided

Missing description. Explain what this value means and how to supply it.

stage_session_id

Not provided

Missing description. Explain what this value means and how to supply it.

base_committed_revision

Not provided

Missing description. Explain what this value means and how to supply it.

$defs › McpCommitNodeStagedPayload › title

Not provided

Missing description. Explain what this value means and how to supply it.

$defs › McpCommitNodeStagedPayload › content

Not provided

Missing description. Explain what this value means and how to supply it.

$defs › McpCommitNodeStagedPayload › summary

Not provided

Missing description. Explain what this value means and how to supply it.

$defs › McpCommitNodeRepoContextPayload › repo_url

Not provided

Missing description. Explain what this value means and how to supply it.

$defs › McpCommitNodeRepoContextPayload › branch_name

Not provided

Missing description. Explain what this value means and how to supply it.

$defs › McpCommitNodeRepoContextPayload › head_commit_sha

Not provided

Missing description. Explain what this value means and how to supply it.

$defs › McpCommitNodeRepoContextPayload › origin_host

Not provided

Missing description. Explain what this value means and how to supply it.

$defs › McpCommitNodeRepoContextPayload › updated_by

Not provided

Missing description. Explain what this value means and how to supply it.

$defs › McpCommitNodeRepoContextPayload › external_transcript_ref

Not provided

Missing description. Explain what this value means and how to supply it.

Annotations0/100

Declare readOnlyHint, destructiveHint, idempotentHint, openWorldHint based on the tool’s actual behavior.

Not declared

Output schema9/100

Declare the result fields and their types in the output schema.

View output schema

{
  "type": "object",
  "title": "commit_nodeDictOutput",
  "additionalProperties": true
}

Original tool metadata

{
  "name": "flywheel_commit_node",
  "description": "Commit an existing node by publishing the caller's staged payload under an active stage lease.",
  "inputSchema": {
    "type": "object",
    "$defs": {
      "McpCommitNodeStagedPayload": {
        "type": "object",
        "title": "McpCommitNodeStagedPayload",
        "required": [
          "title",
          "content",
          "summary",
          "repo_context"
        ],
        "properties": {
          "title": {
            "type": "string",
            "title": "Title"
          },
          "content": {
            "type": "string",
            "title": "Content"
          },
          "summary": {
            "type": "string",
            "title": "Summary"
          },
          "repo_context": {
            "$ref": "#/$defs/McpCommitNodeRepoContextPayload"
          }
        },
        "additionalProperties": false
      },
      "McpCommitNodeRepoContextPayload": {
        "type": "object",
        "title": "McpCommitNodeRepoContextPayload",
        "required": [
          "repo_url",
          "branch_name",
          "head_commit_sha",
          "origin_host",
          "updated_by",
          "external_transcript_ref"
        ],
        "properties": {
          "repo_url": {
            "anyOf": [
              {
                "type": "string"
              },
              {
                "type": "null"
              }
            ],
            "title": "Repo Url"
          },
          "updated_by": {
            "anyOf": [
              {
                "type": "string"
              },
              {
                "type": "null"
              }
            ],
            "title": "Updated By"
          },
          "branch_name": {
            "anyOf": [
              {
                "type": "string"
              },
              {
                "type": "null"
              }
            ],
            "title": "Branch Name"
          },
          "origin_host": {
            "anyOf": [
              {
                "type": "string"
              },
              {
                "type": "null"
              }
            ],
            "title": "Origin Host"
          },
          "head_commit_sha": {
            "anyOf": [
              {
                "type": "string"
              },
              {
                "type": "null"
              }
            ],
            "title": "Head Commit Sha"
          },
          "external_transcript_ref": {
            "anyOf": [
              {
                "type": "string"
              },
              {
                "type": "null"
              }
            ],
            "title": "External Transcript Ref"
          }
        },
        "additionalProperties": false
      }
    },
    "title": "commit_nodeArguments",
    "required": [
      "node_id",
      "stage_session_id",
      "base_committed_revision",
      "staged_payload"
    ],
    "properties": {
      "node_id": {
        "type": "string",
        "title": "Node Id"
      },
      "staged_payload": {
        "$ref": "#/$defs/McpCommitNodeStagedPayload"
      },
      "stage_session_id": {
        "type": "string",
        "title": "Stage Session Id"
      },
      "base_committed_revision": {
        "type": "integer",
        "title": "Base Committed Revision"
      }
    },
    "additionalProperties": false
  },
  "outputSchema": {
    "type": "object",
    "title": "commit_nodeDictOutput",
    "additionalProperties": true
  }
}

flywheel_branch_nodeTitles 46Descriptions 78Inputs 0Annotations 0Outputs 834/100

Title46/100

Not provided

Shorten the title to an action and subject; move usage details into the description.

Description78/100

Create a canonical child branch node. It lands in the parent's Flywheel repository when you hold a write role (editor, admin, or owner) there, and otherwise in your own reused fork of that repository with a boundary reference to the parent; you never choose the repository.

The description explains the capability, when to use it, and what to expect.

Inputs0/100

0 of 4 inputs have descriptions. Add descriptions to the missing inputs, including where to obtain IDs and how to supply values.

node_id

Not provided

Missing description. Explain what this value means and how to supply it.

expected_revision

Not provided

Missing description. Explain what this value means and how to supply it.

title

Not provided

Missing description. Explain what this value means and how to supply it.

updated_by

Not provided

Missing description. Explain what this value means and how to supply it.

Annotations0/100

Declare readOnlyHint, destructiveHint, idempotentHint, openWorldHint based on the tool’s actual behavior.

Not declared

Output schema8/100

Declare the result fields and their types in the output schema.

View output schema

{
  "type": "object",
  "title": "branch_nodeDictOutput",
  "additionalProperties": true
}

Original tool metadata

{
  "name": "flywheel_branch_node",
  "description": "Create a canonical child branch node. It lands in the parent's Flywheel repository when you hold a write role (editor, admin, or owner) there, and otherwise in your own reused fork of that repository with a boundary reference to the parent; you never choose the repository.",
  "inputSchema": {
    "type": "object",
    "title": "branch_nodeArguments",
    "required": [
      "node_id",
      "expected_revision"
    ],
    "properties": {
      "title": {
        "anyOf": [
          {
            "type": "string"
          },
          {
            "type": "null"
          }
        ],
        "title": "Title",
        "default": null
      },
      "node_id": {
        "type": "string",
        "title": "Node Id"
      },
      "updated_by": {
        "anyOf": [
          {
            "type": "string"
          },
          {
            "type": "null"
          }
        ],
        "title": "Updated By",
        "default": null
      },
      "expected_revision": {
        "type": "integer",
        "title": "Expected Revision"
      }
    },
    "additionalProperties": false
  },
  "outputSchema": {
    "type": "object",
    "title": "branch_nodeDictOutput",
    "additionalProperties": true
  }
}

flywheel_merge_nodesTitles 59Descriptions 77Inputs 0Annotations 0Outputs 1738/100

Title59/100

Not provided

The title clearly communicates the tool’s action and subject. Keep it concise.

Description77/100

Merge nodes with caller-resolved node payload. When the parents live in several Flywheel repositories, the merged node lives in the first declared parent's repository (your fork of it when you hold no role there) and the remaining parents become boundary references.

Explain mutations, irreversible effects, or prerequisites that matter before calling this tool.

Inputs0/100

0 of 5 inputs have descriptions. Add descriptions to the missing inputs, including where to obtain IDs and how to supply values.

node_ids

Not provided

Missing description. Explain what this value means and how to supply it.

expected_revision_by_node

Not provided

Missing description. Explain what this value means and how to supply it.

resolved_node

Not provided

Missing description. Explain what this value means and how to supply it.

title

Not provided

Missing description. Explain what this value means and how to supply it.

updated_by

Not provided

Missing description. Explain what this value means and how to supply it.

Annotations0/100

Declare readOnlyHint, destructiveHint, idempotentHint, openWorldHint based on the tool’s actual behavior.

Not declared

Output schema17/100

Declare the result fields and their types in the output schema.

View output schema

{
  "type": "object",
  "title": "merge_nodesDictOutput",
  "additionalProperties": true
}

Original tool metadata

{
  "name": "flywheel_merge_nodes",
  "description": "Merge nodes with caller-resolved node payload. When the parents live in several Flywheel repositories, the merged node lives in the first declared parent's repository (your fork of it when you hold no role there) and the remaining parents become boundary references.",
  "inputSchema": {
    "type": "object",
    "title": "merge_nodesArguments",
    "required": [
      "node_ids",
      "expected_revision_by_node",
      "resolved_node"
    ],
    "properties": {
      "title": {
        "anyOf": [
          {
            "type": "string"
          },
          {
            "type": "null"
          }
        ],
        "title": "Title",
        "default": null
      },
      "node_ids": {
        "type": "array",
        "items": {
          "type": "string"
        },
        "title": "Node Ids"
      },
      "updated_by": {
        "anyOf": [
          {
            "type": "string"
          },
          {
            "type": "null"
          }
        ],
        "title": "Updated By",
        "default": null
      },
      "resolved_node": {
        "type": "object",
        "title": "Resolved Node",
        "additionalProperties": true
      },
      "expected_revision_by_node": {
        "type": "object",
        "title": "Expected Revision By Node",
        "additionalProperties": {
          "type": "integer"
        }
      }
    },
    "additionalProperties": false
  },
  "outputSchema": {
    "type": "object",
    "title": "merge_nodesDictOutput",
    "additionalProperties": true
  }
}

flywheel_add_parentTitles 59Descriptions 81Inputs 0Annotations 0Outputs 938/100

Title59/100

Not provided

The title clearly communicates the tool’s action and subject. Keep it concise.

Description81/100

Attach an additional parent edge to an existing node (keeps node identity, validates against cycles). The node stays in its own Flywheel repository; a parent in another repository is recorded as a boundary reference.

Describe the returned information so the agent knows whether it will answer the request.

Inputs0/100

0 of 5 inputs have descriptions. Add descriptions to the missing inputs, including where to obtain IDs and how to supply values.

node_id

Not provided

Missing description. Explain what this value means and how to supply it.

parent_id

Not provided

Missing description. Explain what this value means and how to supply it.

expected_revision

Not provided

Missing description. Explain what this value means and how to supply it.

expected_parent_revision

Not provided

Missing description. Explain what this value means and how to supply it.

updated_by

Not provided

Missing description. Explain what this value means and how to supply it.

Annotations0/100

Declare readOnlyHint, destructiveHint, idempotentHint, openWorldHint based on the tool’s actual behavior.

Not declared

Output schema9/100

Declare the result fields and their types in the output schema.

View output schema

{
  "type": "object",
  "title": "add_parentDictOutput",
  "additionalProperties": true
}

Original tool metadata

{
  "name": "flywheel_add_parent",
  "description": "Attach an additional parent edge to an existing node (keeps node identity, validates against cycles). The node stays in its own Flywheel repository; a parent in another repository is recorded as a boundary reference.",
  "inputSchema": {
    "type": "object",
    "title": "add_parentArguments",
    "required": [
      "node_id",
      "parent_id",
      "expected_revision",
      "expected_parent_revision"
    ],
    "properties": {
      "node_id": {
        "type": "string",
        "title": "Node Id"
      },
      "parent_id": {
        "type": "string",
        "title": "Parent Id"
      },
      "updated_by": {
        "anyOf": [
          {
            "type": "string"
          },
          {
            "type": "null"
          }
        ],
        "title": "Updated By",
        "default": null
      },
      "expected_revision": {
        "type": "integer",
        "title": "Expected Revision"
      },
      "expected_parent_revision": {
        "type": "integer",
        "title": "Expected Parent Revision"
      }
    },
    "additionalProperties": false
  },
  "outputSchema": {
    "type": "object",
    "title": "add_parentDictOutput",
    "additionalProperties": true
  }
}

flywheel_remove_parentTitles 59Descriptions 70Inputs 0Annotations 0Outputs 935/100

Title59/100

Not provided

The title clearly communicates the tool’s action and subject. Keep it concise.

Description70/100

Detach one parent edge from a node without deleting the node.

Explain mutations, irreversible effects, or prerequisites that matter before calling this tool.

Inputs0/100

0 of 5 inputs have descriptions. Add descriptions to the missing inputs, including where to obtain IDs and how to supply values.

node_id

Not provided

Missing description. Explain what this value means and how to supply it.

parent_id

Not provided

Missing description. Explain what this value means and how to supply it.

expected_revision

Not provided

Missing description. Explain what this value means and how to supply it.

expected_parent_revision

Not provided

Missing description. Explain what this value means and how to supply it.

updated_by

Not provided

Missing description. Explain what this value means and how to supply it.

Annotations0/100

Declare readOnlyHint, destructiveHint, idempotentHint, openWorldHint based on the tool’s actual behavior.

Not declared

Output schema9/100

Declare the result fields and their types in the output schema.

View output schema

{
  "type": "object",
  "title": "remove_parentDictOutput",
  "additionalProperties": true
}

Original tool metadata

{
  "name": "flywheel_remove_parent",
  "description": "Detach one parent edge from a node without deleting the node.",
  "inputSchema": {
    "type": "object",
    "title": "remove_parentArguments",
    "required": [
      "node_id",
      "parent_id",
      "expected_revision",
      "expected_parent_revision"
    ],
    "properties": {
      "node_id": {
        "type": "string",
        "title": "Node Id"
      },
      "parent_id": {
        "type": "string",
        "title": "Parent Id"
      },
      "updated_by": {
        "anyOf": [
          {
            "type": "string"
          },
          {
            "type": "null"
          }
        ],
        "title": "Updated By",
        "default": null
      },
      "expected_revision": {
        "type": "integer",
        "title": "Expected Revision"
      },
      "expected_parent_revision": {
        "type": "integer",
        "title": "Expected Parent Revision"
      }
    },
    "additionalProperties": false
  },
  "outputSchema": {
    "type": "object",
    "title": "remove_parentDictOutput",
    "additionalProperties": true
  }
}

flywheel_prepare_artifact_uploadsTitles 61Descriptions 87Inputs 0Annotations 0Outputs 840/100

Title61/100

Not provided

Add a human-readable title so users do not have to interpret the tool identifier.

Description87/100

Prepare one or more raw-file artifact uploads (returns batch token + signed upload URLs). Upload must send raw file bytes to the returned URLs (do not upload JSON metadata wrappers).

Describe the returned information so the agent knows whether it will answer the request.

Inputs0/100

0 of 9 inputs have descriptions. Add descriptions to the missing inputs, including where to obtain IDs and how to supply values.

node_id

Not provided

Missing description. Explain what this value means and how to supply it.

expected_revision

Not provided

Missing description. Explain what this value means and how to supply it.

$defs › McpArtifactUploadItemRequest › artifact_type

Not provided

Missing description. Explain what this value means and how to supply it.

$defs › McpArtifactUploadItemRequest › title

Not provided

Missing description. Explain what this value means and how to supply it.

$defs › McpArtifactUploadItemRequest › execution_id

Not provided

Missing description. Explain what this value means and how to supply it.

$defs › McpArtifactUploadItemRequest › metadata

Not provided

Missing description. Explain what this value means and how to supply it.

$defs › McpArtifactUploadItemRequest › filename

Not provided

Missing description. Explain what this value means and how to supply it.

$defs › McpArtifactUploadItemRequest › media_type

Not provided

Missing description. Explain what this value means and how to supply it.

$defs › McpArtifactUploadItemRequest › note

Not provided

Missing description. Explain what this value means and how to supply it.

Annotations0/100

Declare readOnlyHint, destructiveHint, idempotentHint, openWorldHint based on the tool’s actual behavior.

Not declared

Output schema8/100

Declare the result fields and their types in the output schema.

View output schema

{
  "type": "object",
  "title": "prepare_artifact_uploadsDictOutput",
  "additionalProperties": true
}

Original tool metadata

{
  "name": "flywheel_prepare_artifact_uploads",
  "description": "Prepare one or more raw-file artifact uploads (returns batch token + signed upload URLs). Upload must send raw file bytes to the returned URLs (do not upload JSON metadata wrappers).",
  "inputSchema": {
    "type": "object",
    "$defs": {
      "McpArtifactUploadItemRequest": {
        "type": "object",
        "title": "McpArtifactUploadItemRequest",
        "required": [
          "artifact_type",
          "filename",
          "media_type"
        ],
        "properties": {
          "note": {
            "anyOf": [
              {
                "type": "string"
              },
              {
                "type": "null"
              }
            ],
            "title": "Note",
            "default": null
          },
          "title": {
            "anyOf": [
              {
                "type": "string"
              },
              {
                "type": "null"
              }
            ],
            "title": "Title",
            "default": null
          },
          "filename": {
            "type": "string",
            "title": "Filename"
          },
          "metadata": {
            "type": "object",
            "title": "Metadata",
            "additionalProperties": true
          },
          "media_type": {
            "type": "string",
            "title": "Media Type"
          },
          "execution_id": {
            "anyOf": [
              {
                "type": "string"
              },
              {
                "type": "null"
              }
            ],
            "title": "Execution Id",
            "default": null
          },
          "artifact_type": {
            "enum": [
              "text",
              "table",
              "json",
              "image",
              "banner",
              "html",
              "plotly_html",
              "vega",
              "checkpoint",
              "binary",
              "diff_carousel"
            ],
            "type": "string",
            "title": "Artifact Type"
          }
        },
        "additionalProperties": false
      }
    },
    "title": "prepare_artifact_uploadsArguments",
    "required": [
      "node_id",
      "expected_revision",
      "items"
    ],
    "properties": {
      "items": {
        "type": "array",
        "items": {
          "$ref": "#/$defs/McpArtifactUploadItemRequest"
        },
        "title": "Items"
      },
      "node_id": {
        "type": "string",
        "title": "Node Id"
      },
      "expected_revision": {
        "type": "integer",
        "title": "Expected Revision"
      }
    },
    "additionalProperties": false
  },
  "outputSchema": {
    "type": "object",
    "title": "prepare_artifact_uploadsDictOutput",
    "additionalProperties": true
  }
}

flywheel_finalize_artifact_uploadsTitles 58Descriptions 81Inputs 0Annotations 0Outputs 638/100

Title58/100

Not provided

The title clearly communicates the tool’s action and subject. Keep it concise.

Description81/100

Finalize a prepared artifact upload batch and append all staged artifacts to the node in one revision bump.

Explain mutations, irreversible effects, or prerequisites that matter before calling this tool.

Inputs0/100

0 of 2 inputs have descriptions. Add descriptions to the missing inputs, including where to obtain IDs and how to supply values.

node_id

Not provided

Missing description. Explain what this value means and how to supply it.

batch_token

Not provided

Missing description. Explain what this value means and how to supply it.

Annotations0/100

Declare readOnlyHint, destructiveHint, idempotentHint, openWorldHint based on the tool’s actual behavior.

Not declared

Output schema6/100

Declare the result fields and their types in the output schema.

View output schema

{
  "type": "object",
  "title": "finalize_artifact_uploadsDictOutput",
  "additionalProperties": true
}

Original tool metadata

{
  "name": "flywheel_finalize_artifact_uploads",
  "description": "Finalize a prepared artifact upload batch and append all staged artifacts to the node in one revision bump.",
  "inputSchema": {
    "type": "object",
    "title": "finalize_artifact_uploadsArguments",
    "required": [
      "node_id",
      "batch_token"
    ],
    "properties": {
      "node_id": {
        "type": "string",
        "title": "Node Id"
      },
      "batch_token": {
        "type": "string",
        "title": "Batch Token"
      }
    },
    "additionalProperties": false
  },
  "outputSchema": {
    "type": "object",
    "title": "finalize_artifact_uploadsDictOutput",
    "additionalProperties": true
  }
}

flywheel_list_artifactsTitles 57Descriptions 47Inputs 0Annotations 0Outputs 929/100

Title57/100

Not provided

The title clearly communicates the tool’s action and subject. Keep it concise.

Description47/100

List node artifacts.

Describe the concrete operation and its scope instead of restating the tool name.

Inputs0/100

0 of 1 inputs have descriptions. Add descriptions to the missing inputs, including where to obtain IDs and how to supply values.

node_id

Not provided

Missing description. Explain what this value means and how to supply it.

Annotations0/100

Declare readOnlyHint, destructiveHint, idempotentHint, openWorldHint based on the tool’s actual behavior.

Not declared

Output schema9/100

Declare the result fields and their types in the output schema.

View output schema

{
  "type": "object",
  "title": "list_artifactsDictOutput",
  "additionalProperties": true
}

Original tool metadata

{
  "name": "flywheel_list_artifacts",
  "description": "List node artifacts.",
  "inputSchema": {
    "type": "object",
    "title": "list_artifactsArguments",
    "required": [
      "node_id"
    ],
    "properties": {
      "node_id": {
        "type": "string",
        "title": "Node Id"
      }
    },
    "additionalProperties": false
  },
  "outputSchema": {
    "type": "object",
    "title": "list_artifactsDictOutput",
    "additionalProperties": true
  }
}

flywheel_get_artifactTitles 58Descriptions 63Inputs 0Annotations 0Outputs 1334/100

Title58/100

Not provided

The title clearly communicates the tool’s action and subject. Keep it concise.

Description63/100

Get one artifact by id.

Describe the returned information so the agent knows whether it will answer the request.

Inputs0/100

0 of 2 inputs have descriptions. Add descriptions to the missing inputs, including where to obtain IDs and how to supply values.

node_id

Not provided

Missing description. Explain what this value means and how to supply it.

artifact_id

Not provided

Missing description. Explain what this value means and how to supply it.

Annotations0/100

Declare readOnlyHint, destructiveHint, idempotentHint, openWorldHint based on the tool’s actual behavior.

Not declared

Output schema13/100

Declare the result fields and their types in the output schema.

View output schema

{
  "type": "object",
  "title": "get_artifactDictOutput",
  "additionalProperties": true
}

Original tool metadata

{
  "name": "flywheel_get_artifact",
  "description": "Get one artifact by id.",
  "inputSchema": {
    "type": "object",
    "title": "get_artifactArguments",
    "required": [
      "node_id",
      "artifact_id"
    ],
    "properties": {
      "node_id": {
        "type": "string",
        "title": "Node Id"
      },
      "artifact_id": {
        "type": "string",
        "title": "Artifact Id"
      }
    },
    "additionalProperties": false
  },
  "outputSchema": {
    "type": "object",
    "title": "get_artifactDictOutput",
    "additionalProperties": true
  }
}

flywheel_get_campaign_snapshotTitles 59Descriptions 72Inputs 0Annotations 0Outputs 936/100

Title59/100

Not provided

Add a human-readable title so users do not have to interpret the tool identifier.

Description72/100

Read the current campaign snapshot for a node's root campaign, including configured views and derived records.

Describe the returned information so the agent knows whether it will answer the request.

Inputs0/100

0 of 1 inputs have descriptions. Add descriptions to the missing inputs, including where to obtain IDs and how to supply values.

node_id

Not provided

Missing description. Explain what this value means and how to supply it.

Annotations0/100

Declare readOnlyHint, destructiveHint, idempotentHint, openWorldHint based on the tool’s actual behavior.

Not declared

Output schema9/100

Declare the result fields and their types in the output schema.

View output schema

{
  "type": "object",
  "title": "get_campaign_snapshotDictOutput",
  "additionalProperties": true
}

Original tool metadata

{
  "name": "flywheel_get_campaign_snapshot",
  "description": "Read the current campaign snapshot for a node's root campaign, including configured views and derived records.",
  "inputSchema": {
    "type": "object",
    "title": "get_campaign_snapshotArguments",
    "required": [
      "node_id"
    ],
    "properties": {
      "node_id": {
        "type": "string",
        "title": "Node Id"
      }
    },
    "additionalProperties": false
  },
  "outputSchema": {
    "type": "object",
    "title": "get_campaign_snapshotDictOutput",
    "additionalProperties": true
  }
}

flywheel_get_campaign_submissionTitles 64Descriptions 76Inputs 0Annotations 0Outputs 838/100

Title64/100

Not provided

The title clearly communicates the tool’s action and subject. Keep it concise.

Description76/100

Get one accepted campaign submission lifecycle record by submission id.

Describe the returned information so the agent knows whether it will answer the request.

Inputs0/100

0 of 1 inputs have descriptions. Add descriptions to the missing inputs, including where to obtain IDs and how to supply values.

submission_id

Not provided

Missing description. Explain what this value means and how to supply it.

Annotations0/100

Declare readOnlyHint, destructiveHint, idempotentHint, openWorldHint based on the tool’s actual behavior.

Not declared

Output schema8/100

Declare the result fields and their types in the output schema.

View output schema

{
  "type": "object",
  "title": "get_campaign_submissionDictOutput",
  "additionalProperties": true
}

Original tool metadata

{
  "name": "flywheel_get_campaign_submission",
  "description": "Get one accepted campaign submission lifecycle record by submission id.",
  "inputSchema": {
    "type": "object",
    "title": "get_campaign_submissionArguments",
    "required": [
      "submission_id"
    ],
    "properties": {
      "submission_id": {
        "type": "string",
        "title": "Submission Id"
      }
    },
    "additionalProperties": false
  },
  "outputSchema": {
    "type": "object",
    "title": "get_campaign_submissionDictOutput",
    "additionalProperties": true
  }
}

flywheel_get_artifact_campaign_submissionTitles 57Descriptions 70Inputs 0Annotations 0Outputs 935/100

Title57/100

Not provided

The title clearly communicates the tool’s action and subject. Keep it concise.

Description70/100

Get the campaign submission lifecycle record associated with one node artifact.

Describe the returned information so the agent knows whether it will answer the request.

Inputs0/100

0 of 2 inputs have descriptions. Add descriptions to the missing inputs, including where to obtain IDs and how to supply values.

node_id

Not provided

Missing description. Explain what this value means and how to supply it.

artifact_id

Not provided

Missing description. Explain what this value means and how to supply it.

Annotations0/100

Declare readOnlyHint, destructiveHint, idempotentHint, openWorldHint based on the tool’s actual behavior.

Not declared

Output schema9/100

Declare the result fields and their types in the output schema.

View output schema

{
  "type": "object",
  "title": "get_artifact_campaign_submissionDictOutput",
  "additionalProperties": true
}

Original tool metadata

{
  "name": "flywheel_get_artifact_campaign_submission",
  "description": "Get the campaign submission lifecycle record associated with one node artifact.",
  "inputSchema": {
    "type": "object",
    "title": "get_artifact_campaign_submissionArguments",
    "required": [
      "node_id",
      "artifact_id"
    ],
    "properties": {
      "node_id": {
        "type": "string",
        "title": "Node Id"
      },
      "artifact_id": {
        "type": "string",
        "title": "Artifact Id"
      }
    },
    "additionalProperties": false
  },
  "outputSchema": {
    "type": "object",
    "title": "get_artifact_campaign_submissionDictOutput",
    "additionalProperties": true
  }
}

flywheel_list_node_campaign_submissionsTitles 57Descriptions 72Inputs 0Annotations 0Outputs 635/100

Title57/100

Not provided

The title clearly communicates the tool’s action and subject. Keep it concise.

Description72/100

List campaign submission lifecycle records for one node, optionally filtered by state.

Describe the returned information so the agent knows whether it will answer the request.

Inputs0/100

0 of 3 inputs have descriptions. Add descriptions to the missing inputs, including where to obtain IDs and how to supply values.

node_id

Not provided

Missing description. Explain what this value means and how to supply it.

state

Not provided

Missing description. Explain what this value means and how to supply it.

limit

Not provided

Missing description. Explain what this value means and how to supply it.

Annotations0/100

Declare readOnlyHint, destructiveHint, idempotentHint, openWorldHint based on the tool’s actual behavior.

Not declared

Output schema6/100

Declare the result fields and their types in the output schema.

View output schema

{
  "type": "object",
  "title": "list_node_campaign_submissionsDictOutput",
  "additionalProperties": true
}

Original tool metadata

{
  "name": "flywheel_list_node_campaign_submissions",
  "description": "List campaign submission lifecycle records for one node, optionally filtered by state.",
  "inputSchema": {
    "type": "object",
    "title": "list_node_campaign_submissionsArguments",
    "required": [
      "node_id"
    ],
    "properties": {
      "limit": {
        "type": "integer",
        "title": "Limit",
        "default": 100
      },
      "state": {
        "anyOf": [
          {
            "type": "string"
          },
          {
            "type": "null"
          }
        ],
        "title": "State",
        "default": null
      },
      "node_id": {
        "type": "string",
        "title": "Node Id"
      }
    },
    "additionalProperties": false
  },
  "outputSchema": {
    "type": "object",
    "title": "list_node_campaign_submissionsDictOutput",
    "additionalProperties": true
  }
}

flywheel_resolve_remote_artifactTitles 62Descriptions 66Inputs 0Annotations 0Outputs 635/100

Title62/100

Not provided

The title clearly communicates the tool’s action and subject. Keep it concise.

Description66/100

Resolve a public HTTPS JSON Remote Artifact for a node, using the Redis-backed freshness cache when it is fresh.

Describe the returned information so the agent knows whether it will answer the request.

Inputs0/100

0 of 8 inputs have descriptions. Add descriptions to the missing inputs, including where to obtain IDs and how to supply values.

node_id

Not provided

Missing description. Explain what this value means and how to supply it.

remote_artifact_id

Not provided

Missing description. Explain what this value means and how to supply it.

title

Not provided

Missing description. Explain what this value means and how to supply it.

url

Not provided

Missing description. Explain what this value means and how to supply it.

rows_path

Not provided

Missing description. Explain what this value means and how to supply it.

row_id

Not provided

Missing description. Explain what this value means and how to supply it.

cache_ttl_seconds

Not provided

Missing description. Explain what this value means and how to supply it.

force_refresh

Not provided

Missing description. Explain what this value means and how to supply it.

Annotations0/100

Declare readOnlyHint, destructiveHint, idempotentHint, openWorldHint based on the tool’s actual behavior.

Not declared

Output schema6/100

Declare the result fields and their types in the output schema.

View output schema

{
  "type": "object",
  "title": "resolve_remote_artifactDictOutput",
  "additionalProperties": true
}

Original tool metadata

{
  "name": "flywheel_resolve_remote_artifact",
  "description": "Resolve a public HTTPS JSON Remote Artifact for a node, using the Redis-backed freshness cache when it is fresh.",
  "inputSchema": {
    "type": "object",
    "title": "resolve_remote_artifactArguments",
    "required": [
      "node_id",
      "remote_artifact_id",
      "title",
      "url",
      "rows_path",
      "row_id"
    ],
    "properties": {
      "url": {
        "type": "string",
        "title": "Url"
      },
      "title": {
        "type": "string",
        "title": "Title"
      },
      "row_id": {
        "type": "string",
        "title": "Row Id"
      },
      "node_id": {
        "type": "string",
        "title": "Node Id"
      },
      "rows_path": {
        "type": "string",
        "title": "Rows Path"
      },
      "force_refresh": {
        "type": "boolean",
        "title": "Force Refresh",
        "default": false
      },
      "cache_ttl_seconds": {
        "type": "integer",
        "title": "Cache Ttl Seconds",
        "default": 60
      },
      "remote_artifact_id": {
        "type": "string",
        "title": "Remote Artifact Id"
      }
    },
    "additionalProperties": false
  },
  "outputSchema": {
    "type": "object",
    "title": "resolve_remote_artifactDictOutput",
    "additionalProperties": true
  }
}

flywheel_refresh_remote_artifactTitles 55Descriptions 79Inputs 0Annotations 0Outputs 436/100

Title55/100

Not provided

The title clearly communicates the tool’s action and subject. Keep it concise.

Description79/100

Force refresh a public HTTPS JSON Remote Artifact for a node, bypassing the freshness cache while keeping the node revision stable when rendered content is unchanged.

Describe the returned information so the agent knows whether it will answer the request.

Inputs0/100

0 of 7 inputs have descriptions. Add descriptions to the missing inputs, including where to obtain IDs and how to supply values.

node_id

Not provided

Missing description. Explain what this value means and how to supply it.

remote_artifact_id

Not provided

Missing description. Explain what this value means and how to supply it.

title

Not provided

Missing description. Explain what this value means and how to supply it.

url

Not provided

Missing description. Explain what this value means and how to supply it.

rows_path

Not provided

Missing description. Explain what this value means and how to supply it.

row_id

Not provided

Missing description. Explain what this value means and how to supply it.

cache_ttl_seconds

Not provided

Missing description. Explain what this value means and how to supply it.

Annotations0/100

Declare readOnlyHint, destructiveHint, idempotentHint, openWorldHint based on the tool’s actual behavior.

Not declared

Output schema4/100

Declare the result fields and their types in the output schema.

View output schema

{
  "type": "object",
  "title": "refresh_remote_artifactDictOutput",
  "additionalProperties": true
}

Original tool metadata

{
  "name": "flywheel_refresh_remote_artifact",
  "description": "Force refresh a public HTTPS JSON Remote Artifact for a node, bypassing the freshness cache while keeping the node revision stable when rendered content is unchanged.",
  "inputSchema": {
    "type": "object",
    "title": "refresh_remote_artifactArguments",
    "required": [
      "node_id",
      "remote_artifact_id",
      "title",
      "url",
      "rows_path",
      "row_id"
    ],
    "properties": {
      "url": {
        "type": "string",
        "title": "Url"
      },
      "title": {
        "type": "string",
        "title": "Title"
      },
      "row_id": {
        "type": "string",
        "title": "Row Id"
      },
      "node_id": {
        "type": "string",
        "title": "Node Id"
      },
      "rows_path": {
        "type": "string",
        "title": "Rows Path"
      },
      "cache_ttl_seconds": {
        "type": "integer",
        "title": "Cache Ttl Seconds",
        "default": 60
      },
      "remote_artifact_id": {
        "type": "string",
        "title": "Remote Artifact Id"
      }
    },
    "additionalProperties": false
  },
  "outputSchema": {
    "type": "object",
    "title": "refresh_remote_artifactDictOutput",
    "additionalProperties": true
  }
}

flywheel_delete_artifactTitles 54Descriptions 67Inputs 0Annotations 0Outputs 733/100

Title54/100

Not provided

The title clearly communicates the tool’s action and subject. Keep it concise.

Description67/100

Delete one artifact by id with optimistic locking.

Explain mutations, irreversible effects, or prerequisites that matter before calling this tool.

Inputs0/100

0 of 3 inputs have descriptions. Add descriptions to the missing inputs, including where to obtain IDs and how to supply values.

node_id

Not provided

Missing description. Explain what this value means and how to supply it.

artifact_id

Not provided

Missing description. Explain what this value means and how to supply it.

expected_revision

Not provided

Missing description. Explain what this value means and how to supply it.

Annotations0/100

Declare readOnlyHint, destructiveHint, idempotentHint, openWorldHint based on the tool’s actual behavior.

Not declared

Output schema7/100

Declare the result fields and their types in the output schema.

View output schema

{
  "type": "object",
  "title": "delete_artifactDictOutput",
  "additionalProperties": true
}

Original tool metadata

{
  "name": "flywheel_delete_artifact",
  "description": "Delete one artifact by id with optimistic locking.",
  "inputSchema": {
    "type": "object",
    "title": "delete_artifactArguments",
    "required": [
      "node_id",
      "artifact_id",
      "expected_revision"
    ],
    "properties": {
      "node_id": {
        "type": "string",
        "title": "Node Id"
      },
      "artifact_id": {
        "type": "string",
        "title": "Artifact Id"
      },
      "expected_revision": {
        "type": "integer",
        "title": "Expected Revision"
      }
    },
    "additionalProperties": false
  },
  "outputSchema": {
    "type": "object",
    "title": "delete_artifactDictOutput",
    "additionalProperties": true
  }
}

flywheel_bulk_delete_artifactsTitles 59Descriptions 69Inputs 0Annotations 0Outputs 735/100

Title59/100

Not provided

Add a human-readable title so users do not have to interpret the tool identifier.

Description69/100

Delete multiple artifacts from one node by explicit artifact IDs with optimistic locking.

Explain mutations, irreversible effects, or prerequisites that matter before calling this tool.

Inputs0/100

0 of 3 inputs have descriptions. Add descriptions to the missing inputs, including where to obtain IDs and how to supply values.

node_id

Not provided

Missing description. Explain what this value means and how to supply it.

artifact_ids

Not provided

Missing description. Explain what this value means and how to supply it.

expected_revision

Not provided

Missing description. Explain what this value means and how to supply it.

Annotations0/100

Declare readOnlyHint, destructiveHint, idempotentHint, openWorldHint based on the tool’s actual behavior.

Not declared

Output schema7/100

Declare the result fields and their types in the output schema.

View output schema

{
  "type": "object",
  "title": "bulk_delete_artifactsDictOutput",
  "additionalProperties": true
}

Original tool metadata

{
  "name": "flywheel_bulk_delete_artifacts",
  "description": "Delete multiple artifacts from one node by explicit artifact IDs with optimistic locking.",
  "inputSchema": {
    "type": "object",
    "title": "bulk_delete_artifactsArguments",
    "required": [
      "node_id",
      "artifact_ids",
      "expected_revision"
    ],
    "properties": {
      "node_id": {
        "type": "string",
        "title": "Node Id"
      },
      "artifact_ids": {
        "type": "array",
        "items": {
          "type": "string"
        },
        "title": "Artifact Ids"
      },
      "expected_revision": {
        "type": "integer",
        "title": "Expected Revision"
      }
    },
    "additionalProperties": false
  },
  "outputSchema": {
    "type": "object",
    "title": "bulk_delete_artifactsDictOutput",
    "additionalProperties": true
  }
}

flywheel_set_artifact_noteTitles 64Descriptions 62Inputs 0Annotations 0Outputs 935/100

Title64/100

Not provided

The title clearly communicates the tool’s action and subject. Keep it concise.

Description62/100

Set or clear one artifact note with optimistic locking.

Explain mutations, irreversible effects, or prerequisites that matter before calling this tool.

Inputs0/100

0 of 4 inputs have descriptions. Add descriptions to the missing inputs, including where to obtain IDs and how to supply values.

node_id

Not provided

Missing description. Explain what this value means and how to supply it.

artifact_id

Not provided

Missing description. Explain what this value means and how to supply it.

expected_revision

Not provided

Missing description. Explain what this value means and how to supply it.

note

Not provided

Missing description. Explain what this value means and how to supply it.

Annotations0/100

Declare readOnlyHint, destructiveHint, idempotentHint, openWorldHint based on the tool’s actual behavior.

Not declared

Output schema9/100

Declare the result fields and their types in the output schema.

View output schema

{
  "type": "object",
  "title": "set_artifact_noteDictOutput",
  "additionalProperties": true
}

Original tool metadata

{
  "name": "flywheel_set_artifact_note",
  "description": "Set or clear one artifact note with optimistic locking.",
  "inputSchema": {
    "type": "object",
    "title": "set_artifact_noteArguments",
    "required": [
      "node_id",
      "artifact_id",
      "expected_revision"
    ],
    "properties": {
      "note": {
        "type": "string",
        "title": "Note",
        "default": ""
      },
      "node_id": {
        "type": "string",
        "title": "Node Id"
      },
      "artifact_id": {
        "type": "string",
        "title": "Artifact Id"
      },
      "expected_revision": {
        "type": "integer",
        "title": "Expected Revision"
      }
    },
    "additionalProperties": false
  },
  "outputSchema": {
    "type": "object",
    "title": "set_artifact_noteDictOutput",
    "additionalProperties": true
  }
}

flywheel_create_hookTitles 65Descriptions 59Inputs 0Annotations 0Outputs 834/100

Title65/100

Not provided

The title clearly communicates the tool’s action and subject. Keep it concise.

Description59/100

Create one Flywheel Hook for a node.

Explain mutations, irreversible effects, or prerequisites that matter before calling this tool.

Inputs0/100

0 of 6 inputs have descriptions. Add descriptions to the missing inputs, including where to obtain IDs and how to supply values.

owner_node_id

Not provided

Missing description. Explain what this value means and how to supply it.

name

Not provided

Missing description. Explain what this value means and how to supply it.

workflow_yaml

Not provided

Missing description. Explain what this value means and how to supply it.

scope

Not provided

Missing description. Explain what this value means and how to supply it.

rerun_policy

Not provided

Missing description. Explain what this value means and how to supply it.

enabled

Not provided

Missing description. Explain what this value means and how to supply it.

Annotations0/100

Declare readOnlyHint, destructiveHint, idempotentHint, openWorldHint based on the tool’s actual behavior.

Not declared

Output schema8/100

Declare the result fields and their types in the output schema.

View output schema

{
  "type": "object",
  "title": "create_hookDictOutput",
  "additionalProperties": true
}

Original tool metadata

{
  "name": "flywheel_create_hook",
  "description": "Create one Flywheel Hook for a node.",
  "inputSchema": {
    "type": "object",
    "title": "create_hookArguments",
    "required": [
      "owner_node_id",
      "name",
      "workflow_yaml"
    ],
    "properties": {
      "name": {
        "type": "string",
        "title": "Name"
      },
      "scope": {
        "enum": [
          "self",
          "subtree",
          "graph"
        ],
        "type": "string",
        "title": "Scope",
        "default": "self"
      },
      "enabled": {
        "type": "boolean",
        "title": "Enabled",
        "default": true
      },
      "rerun_policy": {
        "type": "string",
        "const": "if_inputs_changed",
        "title": "Rerun Policy",
        "default": "if_inputs_changed"
      },
      "owner_node_id": {
        "type": "string",
        "title": "Owner Node Id"
      },
      "workflow_yaml": {
        "type": "string",
        "title": "Workflow Yaml"
      }
    },
    "additionalProperties": false
  },
  "outputSchema": {
    "type": "object",
    "title": "create_hookDictOutput",
    "additionalProperties": true
  }
}

flywheel_update_hookTitles 52Descriptions 57Inputs 0Annotations 0Outputs 830/100

Title52/100

Not provided

The title clearly communicates the tool’s action and subject. Keep it concise.

Description57/100

Update one Flywheel Hook for a node.

Describe the concrete operation and its scope instead of restating the tool name.

Inputs0/100

0 of 6 inputs have descriptions. Add descriptions to the missing inputs, including where to obtain IDs and how to supply values.

owner_node_id

Not provided

Missing description. Explain what this value means and how to supply it.

hook_id

Not provided

Missing description. Explain what this value means and how to supply it.

name

Not provided

Missing description. Explain what this value means and how to supply it.

scope

Not provided

Missing description. Explain what this value means and how to supply it.

workflow_yaml

Not provided

Missing description. Explain what this value means and how to supply it.

rerun_policy

Not provided

Missing description. Explain what this value means and how to supply it.

Annotations0/100

Declare readOnlyHint, destructiveHint, idempotentHint, openWorldHint based on the tool’s actual behavior.

Not declared

Output schema8/100

Declare the result fields and their types in the output schema.

View output schema

{
  "type": "object",
  "title": "update_hookDictOutput",
  "additionalProperties": true
}

Original tool metadata

{
  "name": "flywheel_update_hook",
  "description": "Update one Flywheel Hook for a node.",
  "inputSchema": {
    "type": "object",
    "title": "update_hookArguments",
    "required": [
      "owner_node_id",
      "hook_id"
    ],
    "properties": {
      "name": {
        "anyOf": [
          {
            "type": "string"
          },
          {
            "type": "null"
          }
        ],
        "title": "Name",
        "default": null
      },
      "scope": {
        "anyOf": [
          {
            "enum": [
              "self",
              "subtree",
              "graph"
            ],
            "type": "string"
          },
          {
            "type": "null"
          }
        ],
        "title": "Scope",
        "default": null
      },
      "hook_id": {
        "type": "string",
        "title": "Hook Id"
      },
      "rerun_policy": {
        "anyOf": [
          {
            "type": "string",
            "const": "if_inputs_changed"
          },
          {
            "type": "null"
          }
        ],
        "title": "Rerun Policy",
        "default": null
      },
      "owner_node_id": {
        "type": "string",
        "title": "Owner Node Id"
      },
      "workflow_yaml": {
        "anyOf": [
          {
            "type": "string"
          },
          {
            "type": "null"
          }
        ],
        "title": "Workflow Yaml",
        "default": null
      }
    },
    "additionalProperties": false
  },
  "outputSchema": {
    "type": "object",
    "title": "update_hookDictOutput",
    "additionalProperties": true
  }
}

flywheel_delete_hookTitles 52Descriptions 68Inputs 0Annotations 0Outputs 733/100

Title52/100

Not provided

The title clearly communicates the tool’s action and subject. Keep it concise.

Description68/100

Delete one Flywheel Hook by id.

Explain mutations, irreversible effects, or prerequisites that matter before calling this tool.

Inputs0/100

0 of 2 inputs have descriptions. Add descriptions to the missing inputs, including where to obtain IDs and how to supply values.

owner_node_id

Not provided

Missing description. Explain what this value means and how to supply it.

hook_id

Not provided

Missing description. Explain what this value means and how to supply it.

Annotations0/100

Declare readOnlyHint, destructiveHint, idempotentHint, openWorldHint based on the tool’s actual behavior.

Not declared

Output schema7/100

Declare the result fields and their types in the output schema.

View output schema

{
  "type": "object",
  "title": "delete_hookDictOutput",
  "additionalProperties": true
}

Original tool metadata

{
  "name": "flywheel_delete_hook",
  "description": "Delete one Flywheel Hook by id.",
  "inputSchema": {
    "type": "object",
    "title": "delete_hookArguments",
    "required": [
      "owner_node_id",
      "hook_id"
    ],
    "properties": {
      "hook_id": {
        "type": "string",
        "title": "Hook Id"
      },
      "owner_node_id": {
        "type": "string",
        "title": "Owner Node Id"
      }
    },
    "additionalProperties": false
  },
  "outputSchema": {
    "type": "object",
    "title": "delete_hookDictOutput",
    "additionalProperties": true
  }
}

flywheel_list_hooksTitles 57Descriptions 67Inputs 0Annotations 0Outputs 834/100

Title57/100

Not provided

The title clearly communicates the tool’s action and subject. Keep it concise.

Description67/100

List Flywheel Hooks configured for one node.

Describe the returned information so the agent knows whether it will answer the request.

Inputs0/100

0 of 2 inputs have descriptions. Add descriptions to the missing inputs, including where to obtain IDs and how to supply values.

owner_node_id

Not provided

Missing description. Explain what this value means and how to supply it.

include_disabled

Not provided

Missing description. Explain what this value means and how to supply it.

Annotations0/100

Declare readOnlyHint, destructiveHint, idempotentHint, openWorldHint based on the tool’s actual behavior.

Not declared

Output schema8/100

Declare the result fields and their types in the output schema.

View output schema

{
  "type": "object",
  "title": "list_hooksDictOutput",
  "additionalProperties": true
}

Original tool metadata

{
  "name": "flywheel_list_hooks",
  "description": "List Flywheel Hooks configured for one node.",
  "inputSchema": {
    "type": "object",
    "title": "list_hooksArguments",
    "required": [
      "owner_node_id"
    ],
    "properties": {
      "owner_node_id": {
        "type": "string",
        "title": "Owner Node Id"
      },
      "include_disabled": {
        "type": "boolean",
        "title": "Include Disabled",
        "default": true
      }
    },
    "additionalProperties": false
  },
  "outputSchema": {
    "type": "object",
    "title": "list_hooksDictOutput",
    "additionalProperties": true
  }
}

flywheel_set_hook_enabledTitles 66Descriptions 64Inputs 0Annotations 0Outputs 735/100

Title66/100

Not provided

The title clearly communicates the tool’s action and subject. Keep it concise.

Description64/100

Enable or disable one Flywheel Hook.

Explain mutations, irreversible effects, or prerequisites that matter before calling this tool.

Inputs0/100

0 of 3 inputs have descriptions. Add descriptions to the missing inputs, including where to obtain IDs and how to supply values.

owner_node_id

Not provided

Missing description. Explain what this value means and how to supply it.

hook_id

Not provided

Missing description. Explain what this value means and how to supply it.

enabled

Not provided

Missing description. Explain what this value means and how to supply it.

Annotations0/100

Declare readOnlyHint, destructiveHint, idempotentHint, openWorldHint based on the tool’s actual behavior.

Not declared

Output schema7/100

Declare the result fields and their types in the output schema.

View output schema

{
  "type": "object",
  "title": "set_hook_enabledDictOutput",
  "additionalProperties": true
}

Original tool metadata

{
  "name": "flywheel_set_hook_enabled",
  "description": "Enable or disable one Flywheel Hook.",
  "inputSchema": {
    "type": "object",
    "title": "set_hook_enabledArguments",
    "required": [
      "owner_node_id",
      "hook_id",
      "enabled"
    ],
    "properties": {
      "enabled": {
        "type": "boolean",
        "title": "Enabled"
      },
      "hook_id": {
        "type": "string",
        "title": "Hook Id"
      },
      "owner_node_id": {
        "type": "string",
        "title": "Owner Node Id"
      }
    },
    "additionalProperties": false
  },
  "outputSchema": {
    "type": "object",
    "title": "set_hook_enabledDictOutput",
    "additionalProperties": true
  }
}

flywheel_list_hook_runsTitles 56Descriptions 67Inputs 0Annotations 0Outputs 734/100

Title56/100

Not provided

The title clearly communicates the tool’s action and subject. Keep it concise.

Description67/100

List Flywheel Hook runs for one node, optionally filtered by hook id.

Describe the returned information so the agent knows whether it will answer the request.

Inputs0/100

0 of 3 inputs have descriptions. Add descriptions to the missing inputs, including where to obtain IDs and how to supply values.

owner_node_id

Not provided

Missing description. Explain what this value means and how to supply it.

hook_id

Not provided

Missing description. Explain what this value means and how to supply it.

limit

Not provided

Missing description. Explain what this value means and how to supply it.

Annotations0/100

Declare readOnlyHint, destructiveHint, idempotentHint, openWorldHint based on the tool’s actual behavior.

Not declared

Output schema7/100

Declare the result fields and their types in the output schema.

View output schema

{
  "type": "object",
  "title": "list_hook_runsDictOutput",
  "additionalProperties": true
}

Original tool metadata

{
  "name": "flywheel_list_hook_runs",
  "description": "List Flywheel Hook runs for one node, optionally filtered by hook id.",
  "inputSchema": {
    "type": "object",
    "title": "list_hook_runsArguments",
    "required": [
      "owner_node_id"
    ],
    "properties": {
      "limit": {
        "type": "integer",
        "title": "Limit",
        "default": 100
      },
      "hook_id": {
        "anyOf": [
          {
            "type": "string"
          },
          {
            "type": "null"
          }
        ],
        "title": "Hook Id",
        "default": null
      },
      "owner_node_id": {
        "type": "string",
        "title": "Owner Node Id"
      }
    },
    "additionalProperties": false
  },
  "outputSchema": {
    "type": "object",
    "title": "list_hook_runsDictOutput",
    "additionalProperties": true
  }
}

flywheel_create_hook_secretTitles 70Descriptions 61Inputs 0Annotations 0Outputs 836/100

Title70/100

Not provided

The title clearly communicates the tool’s action and subject. Keep it concise.

Description61/100

Create one Flywheel Hook secret for a node.

Explain mutations, irreversible effects, or prerequisites that matter before calling this tool.

Inputs0/100

0 of 3 inputs have descriptions. Add descriptions to the missing inputs, including where to obtain IDs and how to supply values.

owner_node_id

Not provided

Missing description. Explain what this value means and how to supply it.

name

Not provided

Missing description. Explain what this value means and how to supply it.

value

Not provided

Missing description. Explain what this value means and how to supply it.

Annotations0/100

Declare readOnlyHint, destructiveHint, idempotentHint, openWorldHint based on the tool’s actual behavior.

Not declared

Output schema8/100

Declare the result fields and their types in the output schema.

View output schema

{
  "type": "object",
  "title": "create_hook_secretDictOutput",
  "additionalProperties": true
}

Original tool metadata

{
  "name": "flywheel_create_hook_secret",
  "description": "Create one Flywheel Hook secret for a node.",
  "inputSchema": {
    "type": "object",
    "title": "create_hook_secretArguments",
    "required": [
      "owner_node_id",
      "name",
      "value"
    ],
    "properties": {
      "name": {
        "type": "string",
        "title": "Name"
      },
      "value": {
        "type": "string",
        "title": "Value"
      },
      "owner_node_id": {
        "type": "string",
        "title": "Owner Node Id"
      }
    },
    "additionalProperties": false
  },
  "outputSchema": {
    "type": "object",
    "title": "create_hook_secretDictOutput",
    "additionalProperties": true
  }
}

flywheel_update_hook_secretTitles 63Descriptions 61Inputs 0Annotations 0Outputs 834/100

Title63/100

Not provided

The title clearly communicates the tool’s action and subject. Keep it concise.

Description61/100

Rotate one Flywheel Hook secret value.

Explain mutations, irreversible effects, or prerequisites that matter before calling this tool.

Inputs0/100

0 of 3 inputs have descriptions. Add descriptions to the missing inputs, including where to obtain IDs and how to supply values.

owner_node_id

Not provided

Missing description. Explain what this value means and how to supply it.

secret_id

Not provided

Missing description. Explain what this value means and how to supply it.

value

Not provided

Missing description. Explain what this value means and how to supply it.

Annotations0/100

Declare readOnlyHint, destructiveHint, idempotentHint, openWorldHint based on the tool’s actual behavior.

Not declared

Output schema8/100

Declare the result fields and their types in the output schema.

View output schema

{
  "type": "object",
  "title": "update_hook_secretDictOutput",
  "additionalProperties": true
}

Original tool metadata

{
  "name": "flywheel_update_hook_secret",
  "description": "Rotate one Flywheel Hook secret value.",
  "inputSchema": {
    "type": "object",
    "title": "update_hook_secretArguments",
    "required": [
      "owner_node_id",
      "secret_id",
      "value"
    ],
    "properties": {
      "value": {
        "type": "string",
        "title": "Value"
      },
      "secret_id": {
        "type": "string",
        "title": "Secret Id"
      },
      "owner_node_id": {
        "type": "string",
        "title": "Owner Node Id"
      }
    },
    "additionalProperties": false
  },
  "outputSchema": {
    "type": "object",
    "title": "update_hook_secretDictOutput",
    "additionalProperties": true
  }
}

flywheel_delete_hook_secretTitles 49Descriptions 69Inputs 0Annotations 0Outputs 832/100

Title49/100

Not provided

The title clearly communicates the tool’s action and subject. Keep it concise.

Description69/100

Delete one Flywheel Hook secret by id.

Explain mutations, irreversible effects, or prerequisites that matter before calling this tool.

Inputs0/100

0 of 2 inputs have descriptions. Add descriptions to the missing inputs, including where to obtain IDs and how to supply values.

owner_node_id

Not provided

Missing description. Explain what this value means and how to supply it.

secret_id

Not provided

Missing description. Explain what this value means and how to supply it.

Annotations0/100

Declare readOnlyHint, destructiveHint, idempotentHint, openWorldHint based on the tool’s actual behavior.

Not declared

Output schema8/100

Declare the result fields and their types in the output schema.

View output schema

{
  "type": "object",
  "title": "delete_hook_secretDictOutput",
  "additionalProperties": true
}

Original tool metadata

{
  "name": "flywheel_delete_hook_secret",
  "description": "Delete one Flywheel Hook secret by id.",
  "inputSchema": {
    "type": "object",
    "title": "delete_hook_secretArguments",
    "required": [
      "owner_node_id",
      "secret_id"
    ],
    "properties": {
      "secret_id": {
        "type": "string",
        "title": "Secret Id"
      },
      "owner_node_id": {
        "type": "string",
        "title": "Owner Node Id"
      }
    },
    "additionalProperties": false
  },
  "outputSchema": {
    "type": "object",
    "title": "delete_hook_secretDictOutput",
    "additionalProperties": true
  }
}

flywheel_list_hook_secretsTitles 53Descriptions 77Inputs 0Annotations 0Outputs 936/100

Title53/100

Not provided

The title clearly communicates the tool’s action and subject. Keep it concise.

Description77/100

List Flywheel Hook secret metadata for one node (never includes plaintext secret values).

Describe the returned information so the agent knows whether it will answer the request.

Inputs0/100

0 of 1 inputs have descriptions. Add descriptions to the missing inputs, including where to obtain IDs and how to supply values.

owner_node_id

Not provided

Missing description. Explain what this value means and how to supply it.

Annotations0/100

Declare readOnlyHint, destructiveHint, idempotentHint, openWorldHint based on the tool’s actual behavior.

Not declared

Output schema9/100

Declare the result fields and their types in the output schema.

View output schema

{
  "type": "object",
  "title": "list_hook_secretsDictOutput",
  "additionalProperties": true
}

Original tool metadata

{
  "name": "flywheel_list_hook_secrets",
  "description": "List Flywheel Hook secret metadata for one node (never includes plaintext secret values).",
  "inputSchema": {
    "type": "object",
    "title": "list_hook_secretsArguments",
    "required": [
      "owner_node_id"
    ],
    "properties": {
      "owner_node_id": {
        "type": "string",
        "title": "Owner Node Id"
      }
    },
    "additionalProperties": false
  },
  "outputSchema": {
    "type": "object",
    "title": "list_hook_secretsDictOutput",
    "additionalProperties": true
  }
}

flywheel_launch_executionTitles 61Descriptions 43Inputs 0Annotations 0Outputs 1329/100

Title61/100

Not provided

The title clearly communicates the tool’s action and subject. Keep it concise.

Description43/100

Launch node execution.

Describe the concrete operation and its scope instead of restating the tool name.

Inputs0/100

0 of 4 inputs have descriptions. Add descriptions to the missing inputs, including where to obtain IDs and how to supply values.

node_id

Not provided

Missing description. Explain what this value means and how to supply it.

expected_revision

Not provided

Missing description. Explain what this value means and how to supply it.

provider

Not provided

Missing description. Explain what this value means and how to supply it.

metadata

Not provided

Missing description. Explain what this value means and how to supply it.

Annotations0/100

Declare readOnlyHint, destructiveHint, idempotentHint, openWorldHint based on the tool’s actual behavior.

Not declared

Output schema13/100

Declare the result fields and their types in the output schema.

View output schema

{
  "type": "object",
  "title": "launch_executionDictOutput",
  "additionalProperties": true
}

Original tool metadata

{
  "name": "flywheel_launch_execution",
  "description": "Launch node execution.",
  "inputSchema": {
    "type": "object",
    "title": "launch_executionArguments",
    "required": [
      "node_id",
      "expected_revision"
    ],
    "properties": {
      "node_id": {
        "type": "string",
        "title": "Node Id"
      },
      "metadata": {
        "anyOf": [
          {
            "type": "object",
            "additionalProperties": true
          },
          {
            "type": "null"
          }
        ],
        "title": "Metadata",
        "default": null
      },
      "provider": {
        "type": "string",
        "title": "Provider",
        "default": "local"
      },
      "expected_revision": {
        "type": "integer",
        "title": "Expected Revision"
      }
    },
    "additionalProperties": false
  },
  "outputSchema": {
    "type": "object",
    "title": "launch_executionDictOutput",
    "additionalProperties": true
  }
}

flywheel_list_executionsTitles 58Descriptions 51Inputs 0Annotations 0Outputs 730/100

Title58/100

Not provided

The title clearly communicates the tool’s action and subject. Keep it concise.

Description51/100

List node executions.

Describe the concrete operation and its scope instead of restating the tool name.

Inputs0/100

0 of 1 inputs have descriptions. Add descriptions to the missing inputs, including where to obtain IDs and how to supply values.

node_id

Not provided

Missing description. Explain what this value means and how to supply it.

Annotations0/100

Declare readOnlyHint, destructiveHint, idempotentHint, openWorldHint based on the tool’s actual behavior.

Not declared

Output schema7/100

Declare the result fields and their types in the output schema.

View output schema

{
  "type": "object",
  "title": "list_executionsDictOutput",
  "additionalProperties": true
}

Original tool metadata

{
  "name": "flywheel_list_executions",
  "description": "List node executions.",
  "inputSchema": {
    "type": "object",
    "title": "list_executionsArguments",
    "required": [
      "node_id"
    ],
    "properties": {
      "node_id": {
        "type": "string",
        "title": "Node Id"
      }
    },
    "additionalProperties": false
  },
  "outputSchema": {
    "type": "object",
    "title": "list_executionsDictOutput",
    "additionalProperties": true
  }
}

flywheel_compute_list_optionsTitles 59Descriptions 69Inputs 0Annotations 0Outputs 1135/100

Title59/100

Not provided

The title clearly communicates the tool’s action and subject. Keep it concise.

Description69/100

List managed compute options for a valid node. Compact rows include allowed/preferred policy flags for safe filtering.

Describe the returned information so the agent knows whether it will answer the request.

Inputs0/100

0 of 5 inputs have descriptions. Add descriptions to the missing inputs, including where to obtain IDs and how to supply values.

node_id

Not provided

Missing description. Explain what this value means and how to supply it.

provider

Not provided

Missing description. Explain what this value means and how to supply it.

limit

Not provided

Missing description. Explain what this value means and how to supply it.

compute_grant_id

Not provided

Missing description. Explain what this value means and how to supply it.

detail

Not provided

Missing description. Explain what this value means and how to supply it.

Annotations0/100

Declare readOnlyHint, destructiveHint, idempotentHint, openWorldHint based on the tool’s actual behavior.

Not declared

Output schema11/100

Declare the result fields and their types in the output schema.

View output schema

{
  "type": "object",
  "title": "compute_list_optionsDictOutput",
  "additionalProperties": true
}

Original tool metadata

{
  "name": "flywheel_compute_list_options",
  "description": "List managed compute options for a valid node. Compact rows include allowed/preferred policy flags for safe filtering.",
  "inputSchema": {
    "type": "object",
    "title": "compute_list_optionsArguments",
    "required": [
      "node_id"
    ],
    "properties": {
      "limit": {
        "type": "integer",
        "title": "Limit",
        "default": 25
      },
      "detail": {
        "enum": [
          "compact",
          "full"
        ],
        "type": "string",
        "title": "Detail",
        "default": "compact"
      },
      "node_id": {
        "type": "string",
        "title": "Node Id"
      },
      "provider": {
        "anyOf": [
          {
            "type": "string"
          },
          {
            "type": "null"
          }
        ],
        "title": "Provider",
        "default": null
      },
      "compute_grant_id": {
        "anyOf": [
          {
            "type": "string"
          },
          {
            "type": "null"
          }
        ],
        "title": "Compute Grant Id",
        "default": null
      }
    },
    "additionalProperties": false
  },
  "outputSchema": {
    "type": "object",
    "title": "compute_list_optionsDictOutput",
    "additionalProperties": true
  }
}

flywheel_compute_fundingTitles 50Descriptions 83Inputs 0Annotations 0Outputs 836/100

Title50/100

Not provided

Add a human-readable title so users do not have to interpret the tool identifier.

Description83/100

Read grant-scoped funding context (`grant_cents`, `remaining_cents`, and backing budget fields) for a `compute_grant_id` before compute acquire.

Describe the returned information so the agent knows whether it will answer the request.

Inputs0/100

0 of 2 inputs have descriptions. Add descriptions to the missing inputs, including where to obtain IDs and how to supply values.

compute_grant_id

Not provided

Missing description. Explain what this value means and how to supply it.

approval_session_id

Not provided

Missing description. Explain what this value means and how to supply it.

Annotations0/100

Declare readOnlyHint, destructiveHint, idempotentHint, openWorldHint based on the tool’s actual behavior.

Not declared

Output schema8/100

Declare the result fields and their types in the output schema.

View output schema

{
  "type": "object",
  "title": "compute_fundingDictOutput",
  "additionalProperties": true
}

Original tool metadata

{
  "name": "flywheel_compute_funding",
  "description": "Read grant-scoped funding context (`grant_cents`, `remaining_cents`, and backing budget fields) for a `compute_grant_id` before compute acquire.",
  "inputSchema": {
    "type": "object",
    "title": "compute_fundingArguments",
    "required": [
      "compute_grant_id"
    ],
    "properties": {
      "compute_grant_id": {
        "type": "string",
        "title": "Compute Grant Id"
      },
      "approval_session_id": {
        "anyOf": [
          {
            "type": "string"
          },
          {
            "type": "null"
          }
        ],
        "title": "Approval Session Id",
        "default": null
      }
    },
    "additionalProperties": false
  },
  "outputSchema": {
    "type": "object",
    "title": "compute_fundingDictOutput",
    "additionalProperties": true
  }
}

flywheel_compute_statusTitles 55Descriptions 76Inputs 0Annotations 0Outputs 836/100

Title55/100

Not provided

The title clearly communicates the tool’s action and subject. Keep it concise.

Description76/100

Read managed compute lease status for the current user and current lease_control_token scope. Lease rows include ownership flags so hosts can distinguish user-owned leases from sponsor-visible campaign leases. When checking a grant-backed lease, reuse the same compute_grant_id passed to acquire.

Describe the returned information so the agent knows whether it will answer the request.

Inputs0/100

0 of 4 inputs have descriptions. Add descriptions to the missing inputs, including where to obtain IDs and how to supply values.

provider

Not provided

Missing description. Explain what this value means and how to supply it.

limit

Not provided

Missing description. Explain what this value means and how to supply it.

compute_grant_id

Not provided

Missing description. Explain what this value means and how to supply it.

lease_control_token

Not provided

Missing description. Explain what this value means and how to supply it.

Annotations0/100

Declare readOnlyHint, destructiveHint, idempotentHint, openWorldHint based on the tool’s actual behavior.

Not declared

Output schema8/100

Declare the result fields and their types in the output schema.

View output schema

{
  "type": "object",
  "title": "compute_statusDictOutput",
  "additionalProperties": true
}

Original tool metadata

{
  "name": "flywheel_compute_status",
  "description": "Read managed compute lease status for the current user and current lease_control_token scope. Lease rows include ownership flags so hosts can distinguish user-owned leases from sponsor-visible campaign leases. When checking a grant-backed lease, reuse the same compute_grant_id passed to acquire.",
  "inputSchema": {
    "type": "object",
    "title": "compute_statusArguments",
    "properties": {
      "limit": {
        "type": "integer",
        "title": "Limit",
        "default": 100
      },
      "provider": {
        "anyOf": [
          {
            "type": "string"
          },
          {
            "type": "null"
          }
        ],
        "title": "Provider",
        "default": null
      },
      "compute_grant_id": {
        "anyOf": [
          {
            "type": "string"
          },
          {
            "type": "null"
          }
        ],
        "title": "Compute Grant Id",
        "default": null
      },
      "lease_control_token": {
        "anyOf": [
          {
            "type": "string"
          },
          {
            "type": "null"
          }
        ],
        "title": "Lease Control Token",
        "default": null
      }
    },
    "additionalProperties": false
  },
  "outputSchema": {
    "type": "object",
    "title": "compute_statusDictOutput",
    "additionalProperties": true
  }
}

flywheel_compute_connectionTitles 51Descriptions 78Inputs 0Annotations 0Outputs 1336/100

Title51/100

Not provided

The title clearly communicates the tool’s action and subject. Keep it concise.

Description78/100

Read SSH connection material for an active managed compute lease once flywheel_compute_status indicates the lease is usable. This tool is token-scoped to lease_control_token and only leases owned by the current user are connectable. Pass lease_id or node_id to disambiguate when needed.

Describe the returned information so the agent knows whether it will answer the request.

Inputs0/100

0 of 4 inputs have descriptions. Add descriptions to the missing inputs, including where to obtain IDs and how to supply values.

node_id

Not provided

Missing description. Explain what this value means and how to supply it.

provider

Not provided

Missing description. Explain what this value means and how to supply it.

lease_id

Not provided

Missing description. Explain what this value means and how to supply it.

lease_control_token

Not provided

Missing description. Explain what this value means and how to supply it.

Annotations0/100

Declare readOnlyHint, destructiveHint, idempotentHint, openWorldHint based on the tool’s actual behavior.

Not declared

Output schema13/100

Declare the result fields and their types in the output schema.

View output schema

{
  "type": "object",
  "title": "compute_connectionDictOutput",
  "additionalProperties": true
}

Original tool metadata

{
  "name": "flywheel_compute_connection",
  "description": "Read SSH connection material for an active managed compute lease once flywheel_compute_status indicates the lease is usable. This tool is token-scoped to lease_control_token and only leases owned by the current user are connectable. Pass lease_id or node_id to disambiguate when needed.",
  "inputSchema": {
    "type": "object",
    "title": "compute_connectionArguments",
    "properties": {
      "node_id": {
        "anyOf": [
          {
            "type": "string"
          },
          {
            "type": "null"
          }
        ],
        "title": "Node Id",
        "default": null
      },
      "lease_id": {
        "anyOf": [
          {
            "type": "string"
          },
          {
            "type": "null"
          }
        ],
        "title": "Lease Id",
        "default": null
      },
      "provider": {
        "anyOf": [
          {
            "type": "string"
          },
          {
            "type": "null"
          }
        ],
        "title": "Provider",
        "default": null
      },
      "lease_control_token": {
        "anyOf": [
          {
            "type": "string"
          },
          {
            "type": "null"
          }
        ],
        "title": "Lease Control Token",
        "default": null
      }
    },
    "additionalProperties": false
  },
  "outputSchema": {
    "type": "object",
    "title": "compute_connectionDictOutput",
    "additionalProperties": true
  }
}

flywheel_approval_session_openTitles 60Descriptions 74Inputs 0Annotations 0Outputs 1237/100

Title60/100

Not provided

The title clearly communicates the tool’s action and subject. Keep it concise.

Description74/100

Create a new approval session with a server-minted session_id for compute-grant approval flows.

Describe the returned information so the agent knows whether it will answer the request.

Inputs0/100

0 of 1 inputs have descriptions. Add descriptions to the missing inputs, including where to obtain IDs and how to supply values.

ttl_seconds

Not provided

Missing description. Explain what this value means and how to supply it.

Annotations0/100

Declare readOnlyHint, destructiveHint, idempotentHint, openWorldHint based on the tool’s actual behavior.

Not declared

Output schema12/100

Declare the result fields and their types in the output schema.

View output schema

{
  "type": "object",
  "title": "approval_session_openDictOutput",
  "additionalProperties": true
}

Original tool metadata

{
  "name": "flywheel_approval_session_open",
  "description": "Create a new approval session with a server-minted session_id for compute-grant approval flows.",
  "inputSchema": {
    "type": "object",
    "title": "approval_session_openArguments",
    "properties": {
      "ttl_seconds": {
        "anyOf": [
          {
            "type": "integer"
          },
          {
            "type": "null"
          }
        ],
        "title": "Ttl Seconds",
        "default": null
      }
    },
    "additionalProperties": false
  },
  "outputSchema": {
    "type": "object",
    "title": "approval_session_openDictOutput",
    "additionalProperties": true
  }
}

flywheel_approval_session_heartbeatTitles 66Descriptions 62Inputs 0Annotations 0Outputs 935/100

Title66/100

Not provided

The title clearly communicates the tool’s action and subject. Keep it concise.

Description62/100

Refresh an existing compute-grant approval session for the current MCP host session.

Explain mutations, irreversible effects, or prerequisites that matter before calling this tool.

Inputs0/100

0 of 3 inputs have descriptions. Add descriptions to the missing inputs, including where to obtain IDs and how to supply values.

session_id

Not provided

Missing description. Explain what this value means and how to supply it.

ttl_seconds

Not provided

Missing description. Explain what this value means and how to supply it.

min_touch_interval_seconds

Not provided

Missing description. Explain what this value means and how to supply it.

Annotations0/100

Declare readOnlyHint, destructiveHint, idempotentHint, openWorldHint based on the tool’s actual behavior.

Not declared

Output schema9/100

Declare the result fields and their types in the output schema.

View output schema

{
  "type": "object",
  "title": "approval_session_heartbeatDictOutput",
  "additionalProperties": true
}

Original tool metadata

{
  "name": "flywheel_approval_session_heartbeat",
  "description": "Refresh an existing compute-grant approval session for the current MCP host session.",
  "inputSchema": {
    "type": "object",
    "title": "approval_session_heartbeatArguments",
    "properties": {
      "session_id": {
        "anyOf": [
          {
            "type": "string"
          },
          {
            "type": "null"
          }
        ],
        "title": "Session Id",
        "default": null
      },
      "ttl_seconds": {
        "anyOf": [
          {
            "type": "integer"
          },
          {
            "type": "null"
          }
        ],
        "title": "Ttl Seconds",
        "default": null
      },
      "min_touch_interval_seconds": {
        "anyOf": [
          {
            "type": "integer"
          },
          {
            "type": "null"
          }
        ],
        "title": "Min Touch Interval Seconds",
        "default": null
      }
    },
    "additionalProperties": false
  },
  "outputSchema": {
    "type": "object",
    "title": "approval_session_heartbeatDictOutput",
    "additionalProperties": true
  }
}

flywheel_list_approval_sessionsTitles 57Descriptions 66Inputs 0Annotations 0Outputs 633/100

Title57/100

Not provided

The title clearly communicates the tool’s action and subject. Keep it concise.

Description66/100

List approval sessions visible to the current user.

The description explains the capability, when to use it, and what to expect.

Inputs0/100

0 of 2 inputs have descriptions. Add descriptions to the missing inputs, including where to obtain IDs and how to supply values.

status

Not provided

Missing description. Explain what this value means and how to supply it.

limit

Not provided

Missing description. Explain what this value means and how to supply it.

Annotations0/100

Declare readOnlyHint, destructiveHint, idempotentHint, openWorldHint based on the tool’s actual behavior.

Not declared

Output schema6/100

Declare the result fields and their types in the output schema.

View output schema

{
  "type": "object",
  "title": "list_approval_sessionsDictOutput",
  "additionalProperties": true
}

Original tool metadata

{
  "name": "flywheel_list_approval_sessions",
  "description": "List approval sessions visible to the current user.",
  "inputSchema": {
    "type": "object",
    "title": "list_approval_sessionsArguments",
    "properties": {
      "limit": {
        "type": "integer",
        "title": "Limit",
        "default": 20
      },
      "status": {
        "anyOf": [
          {
            "enum": [
              "active",
              "expired"
            ],
            "type": "string"
          },
          {
            "type": "null"
          }
        ],
        "title": "Status",
        "default": null
      }
    },
    "additionalProperties": false
  },
  "outputSchema": {
    "type": "object",
    "title": "list_approval_sessionsDictOutput",
    "additionalProperties": true
  }
}

flywheel_expire_approval_sessionTitles 60Descriptions 77Inputs 0Annotations 0Outputs 1138/100

Title60/100

Not provided

The title clearly communicates the tool’s action and subject. Keep it concise.

Description77/100

Expire the current compute-grant approval session context without releasing active leases.

Explain mutations, irreversible effects, or prerequisites that matter before calling this tool.

Inputs0/100

0 of 2 inputs have descriptions. Add descriptions to the missing inputs, including where to obtain IDs and how to supply values.

session_id

Not provided

Missing description. Explain what this value means and how to supply it.

reason

Not provided

Missing description. Explain what this value means and how to supply it.

Annotations0/100

Declare readOnlyHint, destructiveHint, idempotentHint, openWorldHint based on the tool’s actual behavior.

Not declared

Output schema11/100

Declare the result fields and their types in the output schema.

View output schema

{
  "type": "object",
  "title": "expire_approval_sessionDictOutput",
  "additionalProperties": true
}

Original tool metadata

{
  "name": "flywheel_expire_approval_session",
  "description": "Expire the current compute-grant approval session context without releasing active leases.",
  "inputSchema": {
    "type": "object",
    "title": "expire_approval_sessionArguments",
    "properties": {
      "reason": {
        "type": "string",
        "title": "Reason",
        "default": "approval_session_expired"
      },
      "session_id": {
        "anyOf": [
          {
            "type": "string"
          },
          {
            "type": "null"
          }
        ],
        "title": "Session Id",
        "default": null
      }
    },
    "additionalProperties": false
  },
  "outputSchema": {
    "type": "object",
    "title": "expire_approval_sessionDictOutput",
    "additionalProperties": true
  }
}

flywheel_request_compute_grant_approvalTitles 64Descriptions 64Inputs 0Annotations 0Outputs 535/100

Title64/100

Not provided

Add a human-readable title so users do not have to interpret the tool identifier.

Description64/100

Request budget approval context before managed compute acquisition; branch on response status.

Describe the returned information so the agent knows whether it will answer the request.

Inputs0/100

0 of 11 inputs have descriptions. Add descriptions to the missing inputs, including where to obtain IDs and how to supply values.

purpose

Not provided

Missing description. Explain what this value means and how to supply it.

requested_sku

Not provided

Missing description. Explain what this value means and how to supply it.

region

Not provided

Missing description. Explain what this value means and how to supply it.

grant_action

Not provided

Missing description. Explain what this value means and how to supply it.

target_compute_grant_id

Not provided

Missing description. Explain what this value means and how to supply it.

acquire_node_id

Not provided

Missing description. Explain what this value means and how to supply it.

provider

Not provided

Missing description. Explain what this value means and how to supply it.

suggested_hard_cap_cents

Not provided

Missing description. Explain what this value means and how to supply it.

budget_source

Not provided

Missing description. Explain what this value means and how to supply it.

compute_budget_id

Not provided

Missing description. Explain what this value means and how to supply it.

approval_session_id

Not provided

Missing description. Explain what this value means and how to supply it.

Annotations0/100

Declare readOnlyHint, destructiveHint, idempotentHint, openWorldHint based on the tool’s actual behavior.

Not declared

Output schema5/100

Declare the result fields and their types in the output schema.

View output schema

{
  "type": "object",
  "title": "request_compute_grant_approvalDictOutput",
  "additionalProperties": true
}

Original tool metadata

{
  "name": "flywheel_request_compute_grant_approval",
  "description": "Request budget approval context before managed compute acquisition; branch on response status.",
  "inputSchema": {
    "type": "object",
    "title": "request_compute_grant_approvalArguments",
    "required": [
      "purpose",
      "requested_sku",
      "region",
      "grant_action"
    ],
    "properties": {
      "region": {
        "type": "string",
        "title": "Region"
      },
      "purpose": {
        "type": "string",
        "title": "Purpose"
      },
      "provider": {
        "type": "string",
        "title": "Provider",
        "default": "lambda"
      },
      "grant_action": {
        "enum": [
          "create",
          "top_up"
        ],
        "type": "string",
        "title": "Grant Action"
      },
      "budget_source": {
        "enum": [
          "user",
          "root"
        ],
        "type": "string",
        "title": "Budget Source",
        "default": "user"
      },
      "requested_sku": {
        "type": "string",
        "title": "Requested Sku"
      },
      "acquire_node_id": {
        "anyOf": [
          {
            "type": "string"
          },
          {
            "type": "null"
          }
        ],
        "title": "Acquire Node Id",
        "default": null
      },
      "compute_budget_id": {
        "anyOf": [
          {
            "type": "string"
          },
          {
            "type": "null"
          }
        ],
        "title": "Compute Budget Id",
        "default": null
      },
      "approval_session_id": {
        "anyOf": [
          {
            "type": "string"
          },
          {
            "type": "null"
          }
        ],
        "title": "Approval Session Id",
        "default": null
      },
      "target_compute_grant_id": {
        "anyOf": [
          {
            "type": "string"
          },
          {
            "type": "null"
          }
        ],
        "title": "Target Compute Grant Id",
        "default": null
      },
      "suggested_hard_cap_cents": {
        "type": "integer",
        "title": "Suggested Hard Cap Cents",
        "default": 0
      }
    },
    "additionalProperties": false
  },
  "outputSchema": {
    "type": "object",
    "title": "request_compute_grant_approvalDictOutput",
    "additionalProperties": true
  }
}

flywheel_list_compute_grantsTitles 58Descriptions 69Inputs 0Annotations 0Outputs 735/100

Title58/100

Not provided

The title clearly communicates the tool’s action and subject. Keep it concise.

Description69/100

List active/expired compute grants available to the current user.

Describe the returned information so the agent knows whether it will answer the request.

Inputs0/100

0 of 4 inputs have descriptions. Add descriptions to the missing inputs, including where to obtain IDs and how to supply values.

budget_source

Not provided

Missing description. Explain what this value means and how to supply it.

status

Not provided

Missing description. Explain what this value means and how to supply it.

approval_session_id

Not provided

Missing description. Explain what this value means and how to supply it.

limit

Not provided

Missing description. Explain what this value means and how to supply it.

Annotations0/100

Declare readOnlyHint, destructiveHint, idempotentHint, openWorldHint based on the tool’s actual behavior.

Not declared

Output schema7/100

Declare the result fields and their types in the output schema.

View output schema

{
  "type": "object",
  "title": "list_compute_grantsDictOutput",
  "additionalProperties": true
}

Original tool metadata

{
  "name": "flywheel_list_compute_grants",
  "description": "List active/expired compute grants available to the current user.",
  "inputSchema": {
    "type": "object",
    "title": "list_compute_grantsArguments",
    "properties": {
      "limit": {
        "type": "integer",
        "title": "Limit",
        "default": 20
      },
      "status": {
        "anyOf": [
          {
            "enum": [
              "active",
              "expired"
            ],
            "type": "string"
          },
          {
            "type": "null"
          }
        ],
        "title": "Status",
        "default": null
      },
      "budget_source": {
        "anyOf": [
          {
            "enum": [
              "user",
              "root"
            ],
            "type": "string"
          },
          {
            "type": "null"
          }
        ],
        "title": "Budget Source",
        "default": null
      },
      "approval_session_id": {
        "anyOf": [
          {
            "type": "string"
          },
          {
            "type": "null"
          }
        ],
        "title": "Approval Session Id",
        "default": null
      }
    },
    "additionalProperties": false
  },
  "outputSchema": {
    "type": "object",
    "title": "list_compute_grantsDictOutput",
    "additionalProperties": true
  }
}

flywheel_list_campaign_budgetsTitles 61Descriptions 65Inputs 0Annotations 0Outputs 534/100

Title61/100

Not provided

The title clearly communicates the tool’s action and subject. Keep it concise.

Description65/100

List campaign compute budgets for a campaign root. Organizer-only management view.

Describe the returned information so the agent knows whether it will answer the request.

Inputs0/100

0 of 3 inputs have descriptions. Add descriptions to the missing inputs, including where to obtain IDs and how to supply values.

root_node_id

Not provided

Missing description. Explain what this value means and how to supply it.

status

Not provided

Missing description. Explain what this value means and how to supply it.

limit

Not provided

Missing description. Explain what this value means and how to supply it.

Annotations0/100

Declare readOnlyHint, destructiveHint, idempotentHint, openWorldHint based on the tool’s actual behavior.

Not declared

Output schema5/100

Declare the result fields and their types in the output schema.

View output schema

{
  "type": "object",
  "title": "list_campaign_budgetsDictOutput",
  "additionalProperties": true
}

Original tool metadata

{
  "name": "flywheel_list_campaign_budgets",
  "description": "List campaign compute budgets for a campaign root. Organizer-only management view.",
  "inputSchema": {
    "type": "object",
    "title": "list_campaign_budgetsArguments",
    "required": [
      "root_node_id"
    ],
    "properties": {
      "limit": {
        "type": "integer",
        "title": "Limit",
        "default": 20
      },
      "status": {
        "anyOf": [
          {
            "enum": [
              "active",
              "exhausted",
              "revoked"
            ],
            "type": "string"
          },
          {
            "type": "null"
          }
        ],
        "title": "Status",
        "default": null
      },
      "root_node_id": {
        "type": "string",
        "title": "Root Node Id"
      }
    },
    "additionalProperties": false
  },
  "outputSchema": {
    "type": "object",
    "title": "list_campaign_budgetsDictOutput",
    "additionalProperties": true
  }
}

flywheel_create_campaign_budgetTitles 66Descriptions 63Inputs 0Annotations 0Outputs 635/100

Title66/100

Not provided

The title clearly communicates the tool’s action and subject. Keep it concise.

Description63/100

Create an organizer-funded campaign compute budget shared with participants.

Explain mutations, irreversible effects, or prerequisites that matter before calling this tool.

Inputs0/100

0 of 5 inputs have descriptions. Add descriptions to the missing inputs, including where to obtain IDs and how to supply values.

root_node_id

Not provided

Missing description. Explain what this value means and how to supply it.

hard_cap_cents

Not provided

Missing description. Explain what this value means and how to supply it.

per_user_hard_cap_cents

Not provided

Missing description. Explain what this value means and how to supply it.

name

Not provided

Missing description. Explain what this value means and how to supply it.

description

Not provided

Missing description. Explain what this value means and how to supply it.

Annotations0/100

Declare readOnlyHint, destructiveHint, idempotentHint, openWorldHint based on the tool’s actual behavior.

Not declared

Output schema6/100

Declare the result fields and their types in the output schema.

View output schema

{
  "type": "object",
  "title": "create_campaign_budgetDictOutput",
  "additionalProperties": true
}

Original tool metadata

{
  "name": "flywheel_create_campaign_budget",
  "description": "Create an organizer-funded campaign compute budget shared with participants.",
  "inputSchema": {
    "type": "object",
    "title": "create_campaign_budgetArguments",
    "required": [
      "root_node_id",
      "hard_cap_cents"
    ],
    "properties": {
      "name": {
        "anyOf": [
          {
            "type": "string"
          },
          {
            "type": "null"
          }
        ],
        "title": "Name",
        "default": null
      },
      "description": {
        "anyOf": [
          {
            "type": "string"
          },
          {
            "type": "null"
          }
        ],
        "title": "Description",
        "default": null
      },
      "root_node_id": {
        "type": "string",
        "title": "Root Node Id"
      },
      "hard_cap_cents": {
        "type": "integer",
        "title": "Hard Cap Cents"
      },
      "per_user_hard_cap_cents": {
        "anyOf": [
          {
            "type": "integer"
          },
          {
            "type": "null"
          }
        ],
        "title": "Per User Hard Cap Cents",
        "default": null
      }
    },
    "additionalProperties": false
  },
  "outputSchema": {
    "type": "object",
    "title": "create_campaign_budgetDictOutput",
    "additionalProperties": true
  }
}

flywheel_update_campaign_budgetTitles 68Descriptions 64Inputs 0Annotations 0Outputs 936/100

Title68/100

Not provided

The title clearly communicates the tool’s action and subject. Keep it concise.

Description64/100

Update hard caps or metadata for an organizer-funded campaign compute budget.

Explain mutations, irreversible effects, or prerequisites that matter before calling this tool.

Inputs0/100

0 of 6 inputs have descriptions. Add descriptions to the missing inputs, including where to obtain IDs and how to supply values.

root_node_id

Not provided

Missing description. Explain what this value means and how to supply it.

compute_budget_id

Not provided

Missing description. Explain what this value means and how to supply it.

hard_cap_cents

Not provided

Missing description. Explain what this value means and how to supply it.

per_user_hard_cap_cents

Not provided

Missing description. Explain what this value means and how to supply it.

name

Not provided

Missing description. Explain what this value means and how to supply it.

description

Not provided

Missing description. Explain what this value means and how to supply it.

Annotations0/100

Declare readOnlyHint, destructiveHint, idempotentHint, openWorldHint based on the tool’s actual behavior.

Not declared

Output schema9/100

Declare the result fields and their types in the output schema.

View output schema

{
  "type": "object",
  "title": "update_campaign_budgetDictOutput",
  "additionalProperties": true
}

Original tool metadata

{
  "name": "flywheel_update_campaign_budget",
  "description": "Update hard caps or metadata for an organizer-funded campaign compute budget.",
  "inputSchema": {
    "type": "object",
    "title": "update_campaign_budgetArguments",
    "required": [
      "root_node_id",
      "compute_budget_id"
    ],
    "properties": {
      "name": {
        "anyOf": [
          {
            "type": "string"
          },
          {
            "type": "null"
          }
        ],
        "title": "Name",
        "default": null
      },
      "description": {
        "anyOf": [
          {
            "type": "string"
          },
          {
            "type": "null"
          }
        ],
        "title": "Description",
        "default": null
      },
      "root_node_id": {
        "type": "string",
        "title": "Root Node Id"
      },
      "hard_cap_cents": {
        "anyOf": [
          {
            "type": "integer"
          },
          {
            "type": "null"
          }
        ],
        "title": "Hard Cap Cents",
        "default": null
      },
      "compute_budget_id": {
        "type": "string",
        "title": "Compute Budget Id"
      },
      "per_user_hard_cap_cents": {
        "anyOf": [
          {
            "type": "integer"
          },
          {
            "type": "null"
          }
        ],
        "title": "Per User Hard Cap Cents",
        "default": null
      }
    },
    "additionalProperties": false
  },
  "outputSchema": {
    "type": "object",
    "title": "update_campaign_budgetDictOutput",
    "additionalProperties": true
  }
}

flywheel_revoke_campaign_budgetTitles 69Descriptions 66Inputs 0Annotations 0Outputs 637/100

Title69/100

Not provided

The title clearly communicates the tool’s action and subject. Keep it concise.

Description66/100

Revoke an organizer-funded campaign compute budget.

Explain mutations, irreversible effects, or prerequisites that matter before calling this tool.

Inputs0/100

0 of 2 inputs have descriptions. Add descriptions to the missing inputs, including where to obtain IDs and how to supply values.

root_node_id

Not provided

Missing description. Explain what this value means and how to supply it.

compute_budget_id

Not provided

Missing description. Explain what this value means and how to supply it.

Annotations0/100

Declare readOnlyHint, destructiveHint, idempotentHint, openWorldHint based on the tool’s actual behavior.

Not declared

Output schema6/100

Declare the result fields and their types in the output schema.

View output schema

{
  "type": "object",
  "title": "revoke_campaign_budgetDictOutput",
  "additionalProperties": true
}

Original tool metadata

{
  "name": "flywheel_revoke_campaign_budget",
  "description": "Revoke an organizer-funded campaign compute budget.",
  "inputSchema": {
    "type": "object",
    "title": "revoke_campaign_budgetArguments",
    "required": [
      "root_node_id",
      "compute_budget_id"
    ],
    "properties": {
      "root_node_id": {
        "type": "string",
        "title": "Root Node Id"
      },
      "compute_budget_id": {
        "type": "string",
        "title": "Compute Budget Id"
      }
    },
    "additionalProperties": false
  },
  "outputSchema": {
    "type": "object",
    "title": "revoke_campaign_budgetDictOutput",
    "additionalProperties": true
  }
}

flywheel_compute_acquireTitles 55Descriptions 92Inputs 0Annotations 0Outputs 1240/100

Title55/100

Not provided

The title clearly communicates the tool’s action and subject. Keep it concise.

Description92/100

Acquire managed compute for a node with explicit SKU and required compute_grant_id (returns accepted/completed lease state only; poll flywheel_compute_status for readiness, not SSH key material). This tool forwards approval_session_id.

The description explains the capability, when to use it, and what to expect.

Inputs0/100

0 of 11 inputs have descriptions. Add descriptions to the missing inputs, including where to obtain IDs and how to supply values.

node_id

Not provided

Missing description. Explain what this value means and how to supply it.

purpose

Not provided

Missing description. Explain what this value means and how to supply it.

requested_sku

Not provided

Missing description. Explain what this value means and how to supply it.

compute_grant_id

Not provided

Missing description. Explain what this value means and how to supply it.

region

Not provided

Missing description. Explain what this value means and how to supply it.

provider

Not provided

Missing description. Explain what this value means and how to supply it.

launch_kwargs

Not provided

Missing description. Explain what this value means and how to supply it.

approval_session_id

Not provided

Missing description. Explain what this value means and how to supply it.

lease_control_token

Not provided

Missing description. Explain what this value means and how to supply it.

workspace_path

Not provided

Missing description. Explain what this value means and how to supply it.

cmd_id

Not provided

Missing description. Explain what this value means and how to supply it.

Annotations0/100

Declare readOnlyHint, destructiveHint, idempotentHint, openWorldHint based on the tool’s actual behavior.

Not declared

Output schema12/100

Declare the result fields and their types in the output schema.

View output schema

{
  "type": "object",
  "title": "compute_acquireDictOutput",
  "additionalProperties": true
}

Original tool metadata

{
  "name": "flywheel_compute_acquire",
  "description": "Acquire managed compute for a node with explicit SKU and required compute_grant_id (returns accepted/completed lease state only; poll flywheel_compute_status for readiness, not SSH key material). This tool forwards approval_session_id.",
  "inputSchema": {
    "type": "object",
    "title": "compute_acquireArguments",
    "required": [
      "node_id",
      "purpose",
      "requested_sku",
      "compute_grant_id"
    ],
    "properties": {
      "cmd_id": {
        "anyOf": [
          {
            "type": "string"
          },
          {
            "type": "null"
          }
        ],
        "title": "Cmd Id",
        "default": null
      },
      "region": {
        "anyOf": [
          {
            "type": "string"
          },
          {
            "type": "null"
          }
        ],
        "title": "Region",
        "default": null
      },
      "node_id": {
        "type": "string",
        "title": "Node Id"
      },
      "purpose": {
        "type": "string",
        "title": "Purpose"
      },
      "provider": {
        "type": "string",
        "title": "Provider",
        "default": "lambda"
      },
      "launch_kwargs": {
        "anyOf": [
          {
            "type": "object",
            "additionalProperties": true
          },
          {
            "type": "null"
          }
        ],
        "title": "Launch Kwargs",
        "default": null
      },
      "requested_sku": {
        "type": "string",
        "title": "Requested Sku"
      },
      "workspace_path": {
        "anyOf": [
          {
            "type": "string"
          },
          {
            "type": "null"
          }
        ],
        "title": "Workspace Path",
        "default": null
      },
      "compute_grant_id": {
        "type": "string",
        "title": "Compute Grant Id"
      },
      "approval_session_id": {
        "anyOf": [
          {
            "type": "string"
          },
          {
            "type": "null"
          }
        ],
        "title": "Approval Session Id",
        "default": null
      },
      "lease_control_token": {
        "anyOf": [
          {
            "type": "string"
          },
          {
            "type": "null"
          }
        ],
        "title": "Lease Control Token",
        "default": null
      }
    },
    "additionalProperties": false
  },
  "outputSchema": {
    "type": "object",
    "title": "compute_acquireDictOutput",
    "additionalProperties": true
  }
}

flywheel_compute_releaseTitles 56Descriptions 73Inputs 0Annotations 0Outputs 835/100

Title56/100

Not provided

The title clearly communicates the tool’s action and subject. Keep it concise.

Description73/100

Asynchronously release one managed compute lease by lease_id within the current lease_control_token scope.

Explain mutations, irreversible effects, or prerequisites that matter before calling this tool.

Inputs0/100

0 of 4 inputs have descriptions. Add descriptions to the missing inputs, including where to obtain IDs and how to supply values.

lease_id

Not provided

Missing description. Explain what this value means and how to supply it.

reason

Not provided

Missing description. Explain what this value means and how to supply it.

lease_control_token

Not provided

Missing description. Explain what this value means and how to supply it.

cmd_id

Not provided

Missing description. Explain what this value means and how to supply it.

Annotations0/100

Declare readOnlyHint, destructiveHint, idempotentHint, openWorldHint based on the tool’s actual behavior.

Not declared

Output schema8/100

Declare the result fields and their types in the output schema.

View output schema

{
  "type": "object",
  "title": "compute_releaseDictOutput",
  "additionalProperties": true
}

Original tool metadata

{
  "name": "flywheel_compute_release",
  "description": "Asynchronously release one managed compute lease by lease_id within the current lease_control_token scope.",
  "inputSchema": {
    "type": "object",
    "title": "compute_releaseArguments",
    "required": [
      "lease_id"
    ],
    "properties": {
      "cmd_id": {
        "anyOf": [
          {
            "type": "string"
          },
          {
            "type": "null"
          }
        ],
        "title": "Cmd Id",
        "default": null
      },
      "reason": {
        "type": "string",
        "title": "Reason",
        "default": "released"
      },
      "lease_id": {
        "type": "string",
        "title": "Lease Id"
      },
      "lease_control_token": {
        "anyOf": [
          {
            "type": "string"
          },
          {
            "type": "null"
          }
        ],
        "title": "Lease Control Token",
        "default": null
      }
    },
    "additionalProperties": false
  },
  "outputSchema": {
    "type": "object",
    "title": "compute_releaseDictOutput",
    "additionalProperties": true
  }
}

flywheel_compute_release_allTitles 51Descriptions 74Inputs 0Annotations 0Outputs 1034/100

Title51/100

Not provided

The title clearly communicates the tool’s action and subject. Keep it concise.

Description74/100

Asynchronously release active managed compute leases in the current lease_control_token scope; set force=true with lease_control_token for explicit account-wide cleanup for the current user.

Explain mutations, irreversible effects, or prerequisites that matter before calling this tool.

Inputs0/100

0 of 4 inputs have descriptions. Add descriptions to the missing inputs, including where to obtain IDs and how to supply values.

reason

Not provided

Missing description. Explain what this value means and how to supply it.

lease_control_token

Not provided

Missing description. Explain what this value means and how to supply it.

force

Not provided

Missing description. Explain what this value means and how to supply it.

cmd_id

Not provided

Missing description. Explain what this value means and how to supply it.

Annotations0/100

Declare readOnlyHint, destructiveHint, idempotentHint, openWorldHint based on the tool’s actual behavior.

Not declared

Output schema10/100

Declare the result fields and their types in the output schema.

View output schema

{
  "type": "object",
  "title": "compute_release_allDictOutput",
  "additionalProperties": true
}

Original tool metadata

{
  "name": "flywheel_compute_release_all",
  "description": "Asynchronously release active managed compute leases in the current lease_control_token scope; set force=true with lease_control_token for explicit account-wide cleanup for the current user.",
  "inputSchema": {
    "type": "object",
    "title": "compute_release_allArguments",
    "properties": {
      "force": {
        "type": "boolean",
        "title": "Force",
        "default": false
      },
      "cmd_id": {
        "anyOf": [
          {
            "type": "string"
          },
          {
            "type": "null"
          }
        ],
        "title": "Cmd Id",
        "default": null
      },
      "reason": {
        "type": "string",
        "title": "Reason",
        "default": "released"
      },
      "lease_control_token": {
        "anyOf": [
          {
            "type": "string"
          },
          {
            "type": "null"
          }
        ],
        "title": "Lease Control Token",
        "default": null
      }
    },
    "additionalProperties": false
  },
  "outputSchema": {
    "type": "object",
    "title": "compute_release_allDictOutput",
    "additionalProperties": true
  }
}

flywheel_terminate_executionTitles 66Descriptions 54Inputs 0Annotations 0Outputs 1433/100

Title66/100

Not provided

The title clearly communicates the tool’s action and subject. Keep it concise.

Description54/100

Terminate a node execution.

Explain mutations, irreversible effects, or prerequisites that matter before calling this tool.

Inputs0/100

0 of 5 inputs have descriptions. Add descriptions to the missing inputs, including where to obtain IDs and how to supply values.

node_id

Not provided

Missing description. Explain what this value means and how to supply it.

execution_id

Not provided

Missing description. Explain what this value means and how to supply it.

expected_revision

Not provided

Missing description. Explain what this value means and how to supply it.

terminal_status

Not provided

Missing description. Explain what this value means and how to supply it.

metadata

Not provided

Missing description. Explain what this value means and how to supply it.

Annotations0/100

Declare readOnlyHint, destructiveHint, idempotentHint, openWorldHint based on the tool’s actual behavior.

Not declared

Output schema14/100

Declare the result fields and their types in the output schema.

View output schema

{
  "type": "object",
  "title": "terminate_executionDictOutput",
  "additionalProperties": true
}

Original tool metadata

{
  "name": "flywheel_terminate_execution",
  "description": "Terminate a node execution.",
  "inputSchema": {
    "type": "object",
    "title": "terminate_executionArguments",
    "required": [
      "node_id",
      "execution_id",
      "expected_revision"
    ],
    "properties": {
      "node_id": {
        "type": "string",
        "title": "Node Id"
      },
      "metadata": {
        "anyOf": [
          {
            "type": "object",
            "additionalProperties": true
          },
          {
            "type": "null"
          }
        ],
        "title": "Metadata",
        "default": null
      },
      "execution_id": {
        "type": "string",
        "title": "Execution Id"
      },
      "terminal_status": {
        "enum": [
          "completed",
          "failed",
          "canceled"
        ],
        "type": "string",
        "title": "Terminal Status",
        "default": "canceled"
      },
      "expected_revision": {
        "type": "integer",
        "title": "Expected Revision"
      }
    },
    "additionalProperties": false
  },
  "outputSchema": {
    "type": "object",
    "title": "terminate_executionDictOutput",
    "additionalProperties": true
  }
}

flywheel_delete_nodeTitles 53Descriptions 77Inputs 0Annotations 0Outputs 936/100

Title53/100

Not provided

The title clearly communicates the tool’s action and subject. Keep it concise.

Description77/100

Delete a node and its descendants. Modes: `cascade` (delete full subtree), `detach_shared` (preserve descendants with surviving parents).

Explain mutations, irreversible effects, or prerequisites that matter before calling this tool.

Inputs0/100

0 of 2 inputs have descriptions. Add descriptions to the missing inputs, including where to obtain IDs and how to supply values.

node_id

Not provided

Missing description. Explain what this value means and how to supply it.

delete_mode

Not provided

Missing description. Explain what this value means and how to supply it.

Annotations0/100

Declare readOnlyHint, destructiveHint, idempotentHint, openWorldHint based on the tool’s actual behavior.

Not declared

Output schema9/100

Declare the result fields and their types in the output schema.

View output schema

{
  "type": "object",
  "title": "delete_nodeDictOutput",
  "additionalProperties": true
}

Original tool metadata

{
  "name": "flywheel_delete_node",
  "description": "Delete a node and its descendants. Modes: `cascade` (delete full subtree), `detach_shared` (preserve descendants with surviving parents).",
  "inputSchema": {
    "type": "object",
    "title": "delete_nodeArguments",
    "required": [
      "node_id"
    ],
    "properties": {
      "node_id": {
        "type": "string",
        "title": "Node Id"
      },
      "delete_mode": {
        "enum": [
          "cascade",
          "detach_shared"
        ],
        "type": "string",
        "title": "Delete Mode",
        "default": "detach_shared"
      }
    },
    "additionalProperties": false
  },
  "outputSchema": {
    "type": "object",
    "title": "delete_nodeDictOutput",
    "additionalProperties": true
  }
}

flywheel_bulk_delete_nodesTitles 58Descriptions 62Inputs 0Annotations 0Outputs 933/100

Title58/100

Not provided

The title clearly communicates the tool’s action and subject. Keep it concise.

Description62/100

Delete multiple node subtrees in one operation.

Explain mutations, irreversible effects, or prerequisites that matter before calling this tool.

Inputs0/100

0 of 2 inputs have descriptions. Add descriptions to the missing inputs, including where to obtain IDs and how to supply values.

node_ids

Not provided

Missing description. Explain what this value means and how to supply it.

delete_mode

Not provided

Missing description. Explain what this value means and how to supply it.

Annotations0/100

Declare readOnlyHint, destructiveHint, idempotentHint, openWorldHint based on the tool’s actual behavior.

Not declared

Output schema9/100

Declare the result fields and their types in the output schema.

View output schema

{
  "type": "object",
  "title": "bulk_delete_nodesDictOutput",
  "additionalProperties": true
}

Original tool metadata

{
  "name": "flywheel_bulk_delete_nodes",
  "description": "Delete multiple node subtrees in one operation.",
  "inputSchema": {
    "type": "object",
    "title": "bulk_delete_nodesArguments",
    "required": [
      "node_ids"
    ],
    "properties": {
      "node_ids": {
        "type": "array",
        "items": {
          "type": "string"
        },
        "title": "Node Ids"
      },
      "delete_mode": {
        "enum": [
          "cascade",
          "detach_shared"
        ],
        "type": "string",
        "title": "Delete Mode",
        "default": "detach_shared"
      }
    },
    "additionalProperties": false
  },
  "outputSchema": {
    "type": "object",
    "title": "bulk_delete_nodesDictOutput",
    "additionalProperties": true
  }
}

flywheel_export_subgraphTitles 64Descriptions 74Inputs 0Annotations 0Outputs 1238/100

Title64/100

Not provided

The title clearly communicates the tool’s action and subject. Keep it concise.

Description74/100

Export selected graph/subgraph nodes as JSON. Set include_descendants=true to expand each requested root to visible descendants, bounded by max_nodes.

Describe the returned information so the agent knows whether it will answer the request.

Inputs0/100

0 of 3 inputs have descriptions. Add descriptions to the missing inputs, including where to obtain IDs and how to supply values.

node_ids

Not provided

Missing description. Explain what this value means and how to supply it.

include_descendants

Not provided

Missing description. Explain what this value means and how to supply it.

max_nodes

Not provided

Missing description. Explain what this value means and how to supply it.

Annotations0/100

Declare readOnlyHint, destructiveHint, idempotentHint, openWorldHint based on the tool’s actual behavior.

Not declared

Output schema12/100

Declare the result fields and their types in the output schema.

View output schema

{
  "type": "object",
  "title": "export_subgraphDictOutput",
  "additionalProperties": true
}

Original tool metadata

{
  "name": "flywheel_export_subgraph",
  "description": "Export selected graph/subgraph nodes as JSON. Set include_descendants=true to expand each requested root to visible descendants, bounded by max_nodes.",
  "inputSchema": {
    "type": "object",
    "title": "export_subgraphArguments",
    "required": [
      "node_ids"
    ],
    "properties": {
      "node_ids": {
        "type": "array",
        "items": {
          "type": "string"
        },
        "title": "Node Ids"
      },
      "max_nodes": {
        "type": "integer",
        "title": "Max Nodes",
        "default": 500
      },
      "include_descendants": {
        "type": "boolean",
        "title": "Include Descendants",
        "default": false
      }
    },
    "additionalProperties": false
  },
  "outputSchema": {
    "type": "object",
    "title": "export_subgraphDictOutput",
    "additionalProperties": true
  }
}

flywheel_import_subgraphTitles 55Descriptions 92Inputs 0Annotations 0Outputs 1140/100

Title55/100

Not provided

Add a human-readable title so users do not have to interpret the tool identifier.

Description92/100

Import graph/subgraph JSON payload into new node IDs as one commit: every node, relation, tag and artifact lands, or nothing does. The response names the repository the import landed in (repository_id) and its sharing (visibility; shared means collaborators can read it). Set normalize_cycles=true to drop cycle/self-loop edges; default rejects cyclic payloads.

The description explains the capability, when to use it, and what to expect.

Inputs0/100

0 of 5 inputs have descriptions. Add descriptions to the missing inputs, including where to obtain IDs and how to supply values.

version

Not provided

Missing description. Explain what this value means and how to supply it.

exported_at

Not provided

Missing description. Explain what this value means and how to supply it.

node_count

Not provided

Missing description. Explain what this value means and how to supply it.

nodes

Not provided

Missing description. Explain what this value means and how to supply it.

normalize_cycles

Not provided

Missing description. Explain what this value means and how to supply it.

Annotations0/100

Declare readOnlyHint, destructiveHint, idempotentHint, openWorldHint based on the tool’s actual behavior.

Not declared

Output schema11/100

Declare the result fields and their types in the output schema.

View output schema

{
  "type": "object",
  "title": "import_subgraphDictOutput",
  "additionalProperties": true
}

Original tool metadata

{
  "name": "flywheel_import_subgraph",
  "description": "Import graph/subgraph JSON payload into new node IDs as one commit: every node, relation, tag and artifact lands, or nothing does. The response names the repository the import landed in (repository_id) and its sharing (visibility; shared means collaborators can read it). Set normalize_cycles=true to drop cycle/self-loop edges; default rejects cyclic payloads.",
  "inputSchema": {
    "type": "object",
    "title": "import_subgraphArguments",
    "required": [
      "version",
      "exported_at",
      "node_count",
      "nodes"
    ],
    "properties": {
      "nodes": {
        "type": "array",
        "items": {
          "type": "object",
          "additionalProperties": true
        },
        "title": "Nodes"
      },
      "version": {
        "type": "integer",
        "title": "Version"
      },
      "node_count": {
        "type": "integer",
        "title": "Node Count"
      },
      "exported_at": {
        "type": "string",
        "title": "Exported At"
      },
      "normalize_cycles": {
        "type": "boolean",
        "title": "Normalize Cycles",
        "default": false
      }
    },
    "additionalProperties": false
  },
  "outputSchema": {
    "type": "object",
    "title": "import_subgraphDictOutput",
    "additionalProperties": true
  }
}

flywheel_summarize_node_treeTitles 59Descriptions 50Inputs 0Annotations 0Outputs 530/100

Title59/100

Not provided

The title clearly communicates the tool’s action and subject. Keep it concise.

Description50/100

Summarize a node tree using node fields only.

Describe the concrete operation and its scope instead of restating the tool name.

Inputs0/100

0 of 2 inputs have descriptions. Add descriptions to the missing inputs, including where to obtain IDs and how to supply values.

node_id

Not provided

Missing description. Explain what this value means and how to supply it.

max_nodes

Not provided

Missing description. Explain what this value means and how to supply it.

Annotations0/100

Declare readOnlyHint, destructiveHint, idempotentHint, openWorldHint based on the tool’s actual behavior.

Not declared

Output schema5/100

Declare the result fields and their types in the output schema.

View output schema

{
  "type": "object",
  "title": "summarize_node_treeDictOutput",
  "additionalProperties": true
}

Original tool metadata

{
  "name": "flywheel_summarize_node_tree",
  "description": "Summarize a node tree using node fields only.",
  "inputSchema": {
    "type": "object",
    "title": "summarize_node_treeArguments",
    "required": [
      "node_id"
    ],
    "properties": {
      "node_id": {
        "type": "string",
        "title": "Node Id"
      },
      "max_nodes": {
        "type": "integer",
        "title": "Max Nodes",
        "default": 200
      }
    },
    "additionalProperties": false
  },
  "outputSchema": {
    "type": "object",
    "title": "summarize_node_treeDictOutput",
    "additionalProperties": true
  }
}

flywheel_export_summaryTitles 62Descriptions 61Inputs 0Annotations 0Outputs 834/100

Title62/100

Not provided

The title clearly communicates the tool’s action and subject. Keep it concise.

Description61/100

Generate markdown summary for selected nodes.

Describe the returned information so the agent knows whether it will answer the request.

Inputs0/100

0 of 1 inputs have descriptions. Add descriptions to the missing inputs, including where to obtain IDs and how to supply values.

node_ids

Not provided

Missing description. Explain what this value means and how to supply it.

Annotations0/100

Declare readOnlyHint, destructiveHint, idempotentHint, openWorldHint based on the tool’s actual behavior.

Not declared

Output schema8/100

Declare the result fields and their types in the output schema.

View output schema

{
  "type": "object",
  "title": "export_summaryDictOutput",
  "additionalProperties": true
}

Original tool metadata

{
  "name": "flywheel_export_summary",
  "description": "Generate markdown summary for selected nodes.",
  "inputSchema": {
    "type": "object",
    "title": "export_summaryArguments",
    "required": [
      "node_ids"
    ],
    "properties": {
      "node_ids": {
        "type": "array",
        "items": {
          "type": "string"
        },
        "title": "Node Ids"
      }
    },
    "additionalProperties": false
  },
  "outputSchema": {
    "type": "object",
    "title": "export_summaryDictOutput",
    "additionalProperties": true
  }
}

flywheel_export_summary_streamTitles 58Descriptions 52Inputs 0Annotations 0Outputs 930/100

Title58/100

Not provided

The title clearly communicates the tool’s action and subject. Keep it concise.

Description52/100

Generate summary stream events for selected nodes.

Describe the concrete operation and its scope instead of restating the tool name.

Inputs0/100

0 of 1 inputs have descriptions. Add descriptions to the missing inputs, including where to obtain IDs and how to supply values.

node_ids

Not provided

Missing description. Explain what this value means and how to supply it.

Annotations0/100

Declare readOnlyHint, destructiveHint, idempotentHint, openWorldHint based on the tool’s actual behavior.

Not declared

Output schema9/100

Declare the result fields and their types in the output schema.

View output schema

{
  "type": "object",
  "title": "export_summary_streamDictOutput",
  "additionalProperties": true
}

Original tool metadata

{
  "name": "flywheel_export_summary_stream",
  "description": "Generate summary stream events for selected nodes.",
  "inputSchema": {
    "type": "object",
    "title": "export_summary_streamArguments",
    "required": [
      "node_ids"
    ],
    "properties": {
      "node_ids": {
        "type": "array",
        "items": {
          "type": "string"
        },
        "title": "Node Ids"
      }
    },
    "additionalProperties": false
  },
  "outputSchema": {
    "type": "object",
    "title": "export_summary_streamDictOutput",
    "additionalProperties": true
  }
}

flywheel_export_summary_pdfTitles 60Descriptions 60Inputs 0Annotations 0Outputs 733/100

Title60/100

Not provided

The title clearly communicates the tool’s action and subject. Keep it concise.

Description60/100

Generate PDF summary for selected nodes.

Describe the concrete operation and its scope instead of restating the tool name.

Inputs0/100

0 of 1 inputs have descriptions. Add descriptions to the missing inputs, including where to obtain IDs and how to supply values.

node_ids

Not provided

Missing description. Explain what this value means and how to supply it.

Annotations0/100

Declare readOnlyHint, destructiveHint, idempotentHint, openWorldHint based on the tool’s actual behavior.

Not declared

Output schema7/100

Declare the result fields and their types in the output schema.

View output schema

{
  "type": "object",
  "title": "export_summary_pdfDictOutput",
  "additionalProperties": true
}

Original tool metadata

{
  "name": "flywheel_export_summary_pdf",
  "description": "Generate PDF summary for selected nodes.",
  "inputSchema": {
    "type": "object",
    "title": "export_summary_pdfArguments",
    "required": [
      "node_ids"
    ],
    "properties": {
      "node_ids": {
        "type": "array",
        "items": {
          "type": "string"
        },
        "title": "Node Ids"
      }
    },
    "additionalProperties": false
  },
  "outputSchema": {
    "type": "object",
    "title": "export_summary_pdfDictOutput",
    "additionalProperties": true
  }
}

flywheel_export_summary_render_pdfTitles 57Descriptions 64Inputs 0Annotations 0Outputs 533/100

Title57/100

Not provided

The title clearly communicates the tool’s action and subject. Keep it concise.

Description64/100

Render provided markdown to PDF and embed export metadata.

Describe the returned information so the agent knows whether it will answer the request.

Inputs0/100

0 of 3 inputs have descriptions. Add descriptions to the missing inputs, including where to obtain IDs and how to supply values.

node_ids

Not provided

Missing description. Explain what this value means and how to supply it.

title

Not provided

Missing description. Explain what this value means and how to supply it.

markdown

Not provided

Missing description. Explain what this value means and how to supply it.

Annotations0/100

Declare readOnlyHint, destructiveHint, idempotentHint, openWorldHint based on the tool’s actual behavior.

Not declared

Output schema5/100

Declare the result fields and their types in the output schema.

View output schema

{
  "type": "object",
  "title": "export_summary_render_pdfDictOutput",
  "additionalProperties": true
}

Original tool metadata

{
  "name": "flywheel_export_summary_render_pdf",
  "description": "Render provided markdown to PDF and embed export metadata.",
  "inputSchema": {
    "type": "object",
    "title": "export_summary_render_pdfArguments",
    "required": [
      "node_ids",
      "title",
      "markdown"
    ],
    "properties": {
      "title": {
        "type": "string",
        "title": "Title"
      },
      "markdown": {
        "type": "string",
        "title": "Markdown"
      },
      "node_ids": {
        "type": "array",
        "items": {
          "type": "string"
        },
        "title": "Node Ids"
      }
    },
    "additionalProperties": false
  },
  "outputSchema": {
    "type": "object",
    "title": "export_summary_render_pdfDictOutput",
    "additionalProperties": true
  }
}

flywheel_admin_list_graphsTitles 50Descriptions 93Inputs 0Annotations 0Outputs 639/100

Title50/100

Not provided

Add a human-readable title so users do not have to interpret the tool identifier.

Description93/100

Admin only (@paradigma.inc or X-Admin-Key required): list all root-node graphs across every user, filtered by tag/owner/date. Returns {graphs, has_more, next_cursor}.

The description explains the capability, when to use it, and what to expect.

Inputs0/100

0 of 6 inputs have descriptions. Add descriptions to the missing inputs, including where to obtain IDs and how to supply values.

tag_id

Not provided

Missing description. Explain what this value means and how to supply it.

owner_user_id

Not provided

Missing description. Explain what this value means and how to supply it.

created_after

Not provided

Missing description. Explain what this value means and how to supply it.

created_before

Not provided

Missing description. Explain what this value means and how to supply it.

cursor

Not provided

Missing description. Explain what this value means and how to supply it.

page_size

Not provided

Missing description. Explain what this value means and how to supply it.

Annotations0/100

Declare readOnlyHint, destructiveHint, idempotentHint, openWorldHint based on the tool’s actual behavior.

Not declared

Output schema6/100

Declare the result fields and their types in the output schema.

View output schema

{
  "type": "object",
  "title": "admin_list_graphsDictOutput",
  "additionalProperties": true
}

Original tool metadata

{
  "name": "flywheel_admin_list_graphs",
  "description": "Admin only (@paradigma.inc or X-Admin-Key required): list all root-node graphs across every user, filtered by tag/owner/date. Returns {graphs, has_more, next_cursor}.",
  "inputSchema": {
    "type": "object",
    "title": "admin_list_graphsArguments",
    "properties": {
      "cursor": {
        "anyOf": [
          {
            "type": "string"
          },
          {
            "type": "null"
          }
        ],
        "title": "Cursor",
        "default": null
      },
      "tag_id": {
        "anyOf": [
          {
            "type": "string"
          },
          {
            "type": "null"
          }
        ],
        "title": "Tag Id",
        "default": null
      },
      "page_size": {
        "anyOf": [
          {
            "type": "integer"
          },
          {
            "type": "null"
          }
        ],
        "title": "Page Size",
        "default": null
      },
      "created_after": {
        "anyOf": [
          {
            "type": "string"
          },
          {
            "type": "null"
          }
        ],
        "title": "Created After",
        "default": null
      },
      "owner_user_id": {
        "anyOf": [
          {
            "type": "string"
          },
          {
            "type": "null"
          }
        ],
        "title": "Owner User Id",
        "default": null
      },
      "created_before": {
        "anyOf": [
          {
            "type": "string"
          },
          {
            "type": "null"
          }
        ],
        "title": "Created Before",
        "default": null
      }
    },
    "additionalProperties": false
  },
  "outputSchema": {
    "type": "object",
    "title": "admin_list_graphsDictOutput",
    "additionalProperties": true
  }
}

flywheel_admin_export_graphTitles 55Descriptions 90Inputs 0Annotations 0Outputs 639/100

Title55/100

Not provided

The title clearly communicates the tool’s action and subject. Keep it concise.

Description90/100

Admin only: export one graph by root_node_id as canonical JSON ({version, exported_at, node_count, nodes}). Bypasses per-caller visibility; gated by ParadigmaAdmin at the HTTP layer.

The description explains the capability, when to use it, and what to expect.

Inputs0/100

0 of 1 inputs have descriptions. Add descriptions to the missing inputs, including where to obtain IDs and how to supply values.

root_node_id

Not provided

Missing description. Explain what this value means and how to supply it.

Annotations0/100

Declare readOnlyHint, destructiveHint, idempotentHint, openWorldHint based on the tool’s actual behavior.

Not declared

Output schema6/100

Declare the result fields and their types in the output schema.

View output schema

{
  "type": "object",
  "title": "admin_export_graphDictOutput",
  "additionalProperties": true
}

Original tool metadata

{
  "name": "flywheel_admin_export_graph",
  "description": "Admin only: export one graph by root_node_id as canonical JSON ({version, exported_at, node_count, nodes}). Bypasses per-caller visibility; gated by ParadigmaAdmin at the HTTP layer.",
  "inputSchema": {
    "type": "object",
    "title": "admin_export_graphArguments",
    "required": [
      "root_node_id"
    ],
    "properties": {
      "root_node_id": {
        "type": "string",
        "title": "Root Node Id"
      }
    },
    "additionalProperties": false
  },
  "outputSchema": {
    "type": "object",
    "title": "admin_export_graphDictOutput",
    "additionalProperties": true
  }
}

flywheel_admin_export_graphs_streamTitles 59Descriptions 84Inputs 0Annotations 0Outputs 1039/100

Title59/100

Not provided

The title clearly communicates the tool’s action and subject. Keep it concise.

Description84/100

Admin only: batch-export one page of canonical graph JSON payloads matching the filter. Per-graph failures surface in ``errors`` rather than aborting the batch. Iterate pages via next_cursor.

Describe the returned information so the agent knows whether it will answer the request.

Inputs0/100

0 of 6 inputs have descriptions. Add descriptions to the missing inputs, including where to obtain IDs and how to supply values.

tag_id

Not provided

Missing description. Explain what this value means and how to supply it.

owner_user_id

Not provided

Missing description. Explain what this value means and how to supply it.

created_after

Not provided

Missing description. Explain what this value means and how to supply it.

created_before

Not provided

Missing description. Explain what this value means and how to supply it.

cursor

Not provided

Missing description. Explain what this value means and how to supply it.

page_size

Not provided

Missing description. Explain what this value means and how to supply it.

Annotations0/100

Declare readOnlyHint, destructiveHint, idempotentHint, openWorldHint based on the tool’s actual behavior.

Not declared

Output schema10/100

Declare the result fields and their types in the output schema.

View output schema

{
  "type": "object",
  "title": "admin_export_graphs_streamDictOutput",
  "additionalProperties": true
}

Original tool metadata

{
  "name": "flywheel_admin_export_graphs_stream",
  "description": "Admin only: batch-export one page of canonical graph JSON payloads matching the filter. Per-graph failures surface in ``errors`` rather than aborting the batch. Iterate pages via next_cursor.",
  "inputSchema": {
    "type": "object",
    "title": "admin_export_graphs_streamArguments",
    "properties": {
      "cursor": {
        "anyOf": [
          {
            "type": "string"
          },
          {
            "type": "null"
          }
        ],
        "title": "Cursor",
        "default": null
      },
      "tag_id": {
        "anyOf": [
          {
            "type": "string"
          },
          {
            "type": "null"
          }
        ],
        "title": "Tag Id",
        "default": null
      },
      "page_size": {
        "anyOf": [
          {
            "type": "integer"
          },
          {
            "type": "null"
          }
        ],
        "title": "Page Size",
        "default": null
      },
      "created_after": {
        "anyOf": [
          {
            "type": "string"
          },
          {
            "type": "null"
          }
        ],
        "title": "Created After",
        "default": null
      },
      "owner_user_id": {
        "anyOf": [
          {
            "type": "string"
          },
          {
            "type": "null"
          }
        ],
        "title": "Owner User Id",
        "default": null
      },
      "created_before": {
        "anyOf": [
          {
            "type": "string"
          },
          {
            "type": "null"
          }
        ],
        "title": "Created Before",
        "default": null
      }
    },
    "additionalProperties": false
  },
  "outputSchema": {
    "type": "object",
    "title": "admin_export_graphs_streamDictOutput",
    "additionalProperties": true
  }
}

flywheel_admin_compute_policy_getTitles 57Descriptions 71Inputs 0Annotations 0Outputs 935/100

Title57/100

Not provided

Add a human-readable title so users do not have to interpret the tool identifier.

Description71/100

Admin only (@paradigma.inc or X-Admin-Key required): read compute budget policy for one node. Bypasses per-caller ownership; gated by ParadigmaAdmin at the HTTP layer.

Describe the returned information so the agent knows whether it will answer the request.

Inputs0/100

0 of 1 inputs have descriptions. Add descriptions to the missing inputs, including where to obtain IDs and how to supply values.

node_id

Not provided

Missing description. Explain what this value means and how to supply it.

Annotations0/100

Declare readOnlyHint, destructiveHint, idempotentHint, openWorldHint based on the tool’s actual behavior.

Not declared

Output schema9/100

Declare the result fields and their types in the output schema.

View output schema

{
  "type": "object",
  "title": "admin_compute_policy_getDictOutput",
  "additionalProperties": true
}

Original tool metadata

{
  "name": "flywheel_admin_compute_policy_get",
  "description": "Admin only (@paradigma.inc or X-Admin-Key required): read compute budget policy for one node. Bypasses per-caller ownership; gated by ParadigmaAdmin at the HTTP layer.",
  "inputSchema": {
    "type": "object",
    "title": "admin_compute_policy_getArguments",
    "required": [
      "node_id"
    ],
    "properties": {
      "node_id": {
        "type": "string",
        "title": "Node Id"
      }
    },
    "additionalProperties": false
  },
  "outputSchema": {
    "type": "object",
    "title": "admin_compute_policy_getDictOutput",
    "additionalProperties": true
  }
}

flywheel_admin_compute_policy_setTitles 54Descriptions 66Inputs 0Annotations 0Outputs 733/100

Title54/100

Not provided

Add a human-readable title so users do not have to interpret the tool identifier.

Description66/100

Admin only: update compute budget policy for one node (partial). Bypasses per-caller ownership; gated by ParadigmaAdmin at the HTTP layer.

Explain mutations, irreversible effects, or prerequisites that matter before calling this tool.

Inputs0/100

0 of 6 inputs have descriptions. Add descriptions to the missing inputs, including where to obtain IDs and how to supply values.

node_id

Not provided

Missing description. Explain what this value means and how to supply it.

hard_cap_cents

Not provided

Missing description. Explain what this value means and how to supply it.

managed_compute_enabled

Not provided

Missing description. Explain what this value means and how to supply it.

allowed_offer_ids

Not provided

Missing description. Explain what this value means and how to supply it.

preferred_offer_ids

Not provided

Missing description. Explain what this value means and how to supply it.

auto_shutdown_idle_seconds

Not provided

Missing description. Explain what this value means and how to supply it.

Annotations0/100

Declare readOnlyHint, destructiveHint, idempotentHint, openWorldHint based on the tool’s actual behavior.

Not declared

Output schema7/100

Declare the result fields and their types in the output schema.

View output schema

{
  "type": "object",
  "title": "admin_compute_policy_setDictOutput",
  "additionalProperties": true
}

Original tool metadata

{
  "name": "flywheel_admin_compute_policy_set",
  "description": "Admin only: update compute budget policy for one node (partial). Bypasses per-caller ownership; gated by ParadigmaAdmin at the HTTP layer.",
  "inputSchema": {
    "type": "object",
    "title": "admin_compute_policy_setArguments",
    "required": [
      "node_id"
    ],
    "properties": {
      "node_id": {
        "type": "string",
        "title": "Node Id"
      },
      "hard_cap_cents": {
        "anyOf": [
          {
            "type": "integer"
          },
          {
            "type": "null"
          }
        ],
        "title": "Hard Cap Cents",
        "default": null
      },
      "allowed_offer_ids": {
        "anyOf": [
          {
            "type": "array",
            "items": {
              "type": "string"
            }
          },
          {
            "type": "null"
          }
        ],
        "title": "Allowed Offer Ids",
        "default": null
      },
      "preferred_offer_ids": {
        "anyOf": [
          {
            "type": "array",
            "items": {
              "type": "string"
            }
          },
          {
            "type": "null"
          }
        ],
        "title": "Preferred Offer Ids",
        "default": null
      },
      "managed_compute_enabled": {
        "anyOf": [
          {
            "type": "boolean"
          },
          {
            "type": "null"
          }
        ],
        "title": "Managed Compute Enabled",
        "default": null
      },
      "auto_shutdown_idle_seconds": {
        "anyOf": [
          {
            "type": "integer"
          },
          {
            "type": "null"
          }
        ],
        "title": "Auto Shutdown Idle Seconds",
        "default": null
      }
    },
    "additionalProperties": false
  },
  "outputSchema": {
    "type": "object",
    "title": "admin_compute_policy_setDictOutput",
    "additionalProperties": true
  }
}

flywheel_admin_nodes_audit_listTitles 55Descriptions 79Inputs 0Annotations 0Outputs 837/100

Title55/100

Not provided

Add a human-readable title so users do not have to interpret the tool identifier.

Description79/100

Admin only: list cross-user audit events for one node. Returns events from every actor on the target node, not just the admin's own events. Gated by ParadigmaAdmin at the HTTP layer.

Describe the returned information so the agent knows whether it will answer the request.

Inputs0/100

0 of 2 inputs have descriptions. Add descriptions to the missing inputs, including where to obtain IDs and how to supply values.

node_id

Not provided

Missing description. Explain what this value means and how to supply it.

limit

Not provided

Missing description. Explain what this value means and how to supply it.

Annotations0/100

Declare readOnlyHint, destructiveHint, idempotentHint, openWorldHint based on the tool’s actual behavior.

Not declared

Output schema8/100

Declare the result fields and their types in the output schema.

View output schema

{
  "type": "object",
  "title": "admin_nodes_audit_listDictOutput",
  "additionalProperties": true
}

Original tool metadata

{
  "name": "flywheel_admin_nodes_audit_list",
  "description": "Admin only: list cross-user audit events for one node. Returns events from every actor on the target node, not just the admin's own events. Gated by ParadigmaAdmin at the HTTP layer.",
  "inputSchema": {
    "type": "object",
    "title": "admin_nodes_audit_listArguments",
    "required": [
      "node_id"
    ],
    "properties": {
      "limit": {
        "anyOf": [
          {
            "type": "integer"
          },
          {
            "type": "null"
          }
        ],
        "title": "Limit",
        "default": null
      },
      "node_id": {
        "type": "string",
        "title": "Node Id"
      }
    },
    "additionalProperties": false
  },
  "outputSchema": {
    "type": "object",
    "title": "admin_nodes_audit_listDictOutput",
    "additionalProperties": true
  }
}

Manufact

Server metadata

Protocol

Tools

MCP Apps

Tool documentation quality

Title41/100

Description71/100

Inputs100/100

Annotations0/100

Output schema7/100

Title37/100

Description77/100

Inputs100/100

Annotations0/100

Output schema7/100

Title54/100

Description81/100

Inputs100/100

Annotations0/100

Output schema6/100

Title56/100

Description58/100

Inputs0/100

Annotations0/100

Output schema6/100

Title54/100

Description72/100

Inputs0/100

Annotations0/100

Output schema5/100

Title62/100

Description72/100

Inputs0/100

Annotations0/100

Output schema8/100

Title47/100

Description58/100

Inputs100/100

Annotations0/100

Output schema6/100

Title58/100

Description67/100

Inputs0/100

Annotations0/100

Output schema8/100

Title51/100

Description80/100

Inputs100/100

Annotations0/100

Output schema9/100

Title58/100

Description71/100

Inputs0/100

Annotations0/100

Output schema13/100

Title51/100

Description80/100

Inputs0/100

Annotations0/100

Output schema11/100

Title52/100

Description67/100

Inputs0/100

Annotations0/100

Output schema8/100

Title62/100

Description60/100

Inputs0/100

Annotations0/100

Output schema9/100

Title66/100

Description64/100

Inputs0/100

Annotations0/100

Output schema7/100

Title65/100

Description67/100

Inputs33/100

Annotations0/100