Find a tool
GET with q, optional kind (any, mcp, cli), language and limit. Instructions for agents: agents.md.
Resolve a capability
Send requirements and constraints. Receive ranked provider bindings.
OpenAPI contract ↗THE TOOL FINDER FOR AI AGENTS
Search MCP servers and their tools, command-line tools, web APIs and Claude Code plugins in any language. See which are working, what they can do and how many tokens they add, then connect in one step.
SEARCH THE WHOLE CATALOGUE
PILOT: ROUTING THAT LEARNS FROM OUTCOMES
A small, operator-reviewed set of providers whose ranking learns from the outcomes your agents report. For the whole public catalogue, use Find a tool.
PUBLIC METADATA
Imported descriptions and policies are untrusted provider metadata. An entry is not an endorsement.
CONNECT ANY AGENT
GET with q, optional kind (any, mcp, cli), language and limit. Instructions for agents: agents.md.
Send requirements and constraints. Receive ranked provider bindings.
OpenAPI contract ↗Use Streamable HTTP with an optional customer bearer key.
find_tools: search the whole catalogueresolve_capabilityget_capabilityreport_outcomeOperator-issued bearer keys are supported. OAuth login is not available in this pilot.
Invoke the provider directly, then send its signed receipt with success, quality, latency and cost. Reports influence only your tenant’s recommendations for that task class, language and provider revision. A receipt proves recommendation, not execution.
Requirement text is discarded after resolution. Private structured recommendations and outcome metrics are retained until your tenant deletes them; a separate recent-evidence window guides ranking.
TRUSTED OPERATOR WORKSPACE
Upload publishable capability metadata only. This form never connects to provider endpoints or executes tools. Customer documents and credentials do not belong in source files.