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- MCP HostingDeploy MCP apps and servers to production.
- Cross-client testingRun the same checks across ChatGPT, Claude, and more.
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- Products
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Developers▾
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- mcp-use docsBuild MCP apps and servers with the mcp-use SDK.
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AirShelf
mcp.airshelf.ai/mcp
Excellent
Protocol
Tools
All tools have descriptions
All tools have non-empty descriptions
Tool names use valid characters
All tool names use valid characters
All tools have OpenAI behavior hints
All tools declare the three OpenAI behavior hints as booleans
Tool input schemas have a valid object structure
All tool input schemas have a valid object structure
Tool names follow the MCP 1–128 character range
All tool names follow the MCP recommended length
Tool names follow MCP uniqueness guidance
All tool names are unique
Declared output schemas have a valid basic structure
8 declared output schema(s) pass basic structural validation; schemas may describe any JSON value, including arrays
Tool input header annotations are valid
All x-mcp-header annotations satisfy Streamable HTTP requirements
Tool text has no hidden control characters
No invisible or control characters found in tool-facing text
Tool invocation metadata present
All view-linked tools have invoking/invoked metadata
Tool visibility metadata is valid
All explicit ui.visibility arrays are valid
Tool-linked resource URI is readable
All tool-linked resource URIs are readable
MCP Apps
All discovered view resources were inspected
Inspected all 3 discovered view resource(s)
View resource envelope is valid
All view resources are readable and use ui:// with a supported MCP Apps HTML MIME type
View resource metadata complete
3 resource(s) have incomplete metadata
How to fix: Use a ui:// URI and text/html;profile=mcp-app. For mcp-use servers, set the widget description in widgetMetadata; other stacks can use _meta.ui.widgetDescription or the OpenAI compatibility alias.
CSP metadata covers literal external origins
All statically detectable external origins are declared in CSP metadata
View resources declare a domain
3 ChatGPT UI domain issue(s) found
How to fix: For ChatGPT submission, set one exact HTTPS origin such as "https://app.example.com" on every view via _meta.ui.domain (or openai/widgetDomain). Paths are not valid and all views in one app must share the origin.
Declared domains respond
All declared domains are reachable
Client compatibility
Claude Code metadata fits its 2 KB fields
2 metadata field(s) exceed Claude Code's 2 KB truncation point
How to fix: Keep each tool description and the server instructions field at or below 2 KB, and put critical guidance first.
Skills over MCP resources are readable
Server does not advertise the Skills over MCP extension
Claude tools declare applicable behavior hints
All tools include an applicable readOnlyHint or destructiveHint
All tools have a display title
All tools have a display title
Claude tool names are within 64 characters
All tool names are within Claude's 64-character limit
Cursor tool-name budget advisory
No tool name independently exhausts Cursor's observed 60-character combined budget
ChatGPT tool names are unique
All tool names are unique
OpenAI file parameters use valid schemas
All declared OpenAI file parameters use reviewer-valid schemas
Overview
- Author
- AirShelf AI
- Verification
- community
- Auth
- None — public endpoint
- Categories
- commerce-shopping
- Works with
- claudeclaude-apiclaude-codeclaude-desktop
- Docs
- Documentation
compare_productsexplain_productget_productlist_merchantsrequest_quotesearch_catalogfind_productsRelated MCP servers
FAQ
AirShelf install, tools, readiness, and alternatives.
How do I add AirShelf to Claude, ChatGPT, or Cursor?
Add AirShelf 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://mcp.airshelf.ai/mcp.
Is AirShelf MCP ready for ChatGPT and Claude?
As of September 15, 2026, AirShelf scores 90/100 on Manufact's MCP publishing checklist. The scan does not yet meet ChatGPT publishing checks and meets Claude publishing checks.
What tools does the AirShelf MCP server provide?
AirShelf provides these MCP tools: compare_products, explain_product, get_product, list_merchants, request_quote, search_catalog, and find_products.
What are the best alternatives to AirShelf?
As of September 16, 2026, alternatives to AirShelf in commerce-shopping on the Manufact MCP catalog include ADITUS Developer Portal MCP, EbooksDepository, ecoExperten Energieausweis, Groupon, and GVRN Company Incorporation MCP.
Does AirShelf MCP require authentication?
AirShelf does not require authentication. It is a public MCP endpoint you can connect without logging in.
Who develops AirShelf?
AirShelf is developed by AirShelf AI. It is listed as community on the Claude connector directory.
Not your MCP?
Scan any public or OAuth MCP URL against ChatGPT and Claude publishing checks. No account required.