AgentSearch

• Search the agent index search

  Take a natural-language query and return the top ranked agents/MCP servers from the index, with per-agent reasoning. Ranked by final_score = query_fit × agent_quality.

  search discovery ranking agent-discovery mcp-discovery
  3 examples

  • find an agent that reads invoice PDFs
  • what MCP server lets me control a browser
  • agents for crypto price lookup

  In: text/plain, application/json · Out: application/json

• Get a scored agent profile agent_details

  Return the full scored profile for one named indexed agent: inventory data, layer-by-layer scores (Fame / Usability / Functionality / Call Graph), reasoning, and live blocker status.

  details profile scoring
  3 examples

  • details for upstash/context7
  • how does taylorwilsdon/google_workspace_mcp score
  • show me the Fame breakdown for a2aproject/A2A

  In: text/plain, application/json · Out: application/json

• Live-score an arbitrary agent URL found_agent

  Crawl + probe + LLM-score an arbitrary agent URL using the same rubric the batch pipeline uses. Works for agents not (yet) in the index.

  scoring live probe agent-evaluation
  3 examples

  • score https://github.com/example/new-mcp-server
  • evaluate https://some-new-agent.com against the query 'edit calendar events'
  • is https://acme.com/agent/api any good?

  In: application/json · Out: application/json

• Browse the full index browse

  Paginated list of every indexed agent, ranked by overall quality.

  browse list rank
  3 examples

  • top 50 agents by overall score
  • page 5 of the index
  • list everything ranked

  In: text/plain, application/json · Out: application/json

• Index summary stats stats

  Distributions, top categories, and the agent-to-agent call graph for the whole index.

  stats rollups graph
  3 examples

  • how many agents are reachable right now?
  • what are the top capability clusters?
  • license breakdown across the index

  In: text/plain, application/json · Out: application/json

Interfaces

Capabilities

Streaming

No

Push notifications

No

Extended card for signed-in callers

Not declared

Security and formats

Requires

Not declared

Schemes

public (unknown)

Accepts

text/plain, application/json

Returns

application/json