Usage, latency, and reliability in one place
Understand which tools users reach for, where latency spikes, and how deploys change behavior over time, all from the same dashboard you use for debugging.
Our open source tools are used by developers at top companies
Decisions grounded in production data
Every tool call, resource read, and session is measured automatically. Dashboards break down usage by tool, client, and deployment revision so engineering and product agree on what to optimize next.
- 01Zero configuration
Manufact Cloud captures all MCP traffic automatically. No SDK changes, no sampling decisions.
- 02Explore by dimension
Break down tool calls by tool name, client, region, and deployment revision. Filter to any time window.
- 03Connect to traces
Every metric links back to the individual traces behind it so you can go from chart to root cause in seconds.
Tool and surface insights
Break down invocations by tool, client, and deployment revision to see what actually gets used.
Latency you can act on
Percentiles and traces linked together so optimizations have a clear, measurable target.
Reliability tracking
Error budgets and availability views tuned for MCP-shaped traffic patterns and tool-call semantics.
Ready to see how your MCP is really used?
Run on Manufact Cloud for automatic usage and latency metrics, with every aggregate linking straight to the traces behind it.
