MCP Selection Lab

Benchmark MCP tool selection with metadata-only routing, collision, abstention, and holdout checks.

Community: Submitted by a user or imported; check the owner before granting accessOnlineNo sign-inGlobalFreeRead-only

What it can do

    What data it sees

    Do you need an account

    No: the server works without sign-in

    Benchmark MCP tool selection with metadata-only routing, collision, abstention, and holdout checks.

    Server tool list (3)

    Raw names from tools/list. Only developers need these.

    selection_lab_infoGet free service capabilities, limits, privacy and connection details; does not scan a target.
    scan_mcp_metadataCreate a free public report of MCP tool-description routing collisions. Reads discovery metadata (initialize/tools/list) only; never calls target business tools or spends funds. Use a public HTTP(S) URL without credentials, query or fragment. Results use at most 12 tools and 24 generated cases, not a real-model evaluation. The returned report is enriched with agent_plan candidate description-only edits and a machine-readable rerun instruction. Candidate edits are not untouched-holdout proof. Reports persist and are public by link. For an existing report use get_selection_report. Set internal_test=true for owner/CI validation so it is excluded from public scans. source is a self-reported referral bucket, not identity verification.
    get_selection_reportRead and agent-enrich an existing public scan report by id; no new target request or model call.
    MCP Selection Lab: connect to Claude, ChatGPT, Cursor · Connectors.fun