{"id":"grll-pubmedmcp","name":"pubmedmcp","af_score":43.8,"security_score":46.2,"reliability_score":32.5,"what_it_does":"pubmedmcp is a Python MCP server that provides tools for searching and fetching biomedical articles from PubMed, delegating the actual PubMed operations to the pubmedclient library.","best_when":"You want an MCP-compatible tool for PubMed search/fetch that can be called from an AI agent.","avoid_when":"You require a documented public REST/GraphQL API, fine-grained access controls, or clearly specified retry/idempotency semantics.","last_evaluated":"2026-03-30T13:46:35.009789+00:00","has_mcp":true,"has_api":false,"auth_methods":[],"has_free_tier":false,"known_gotchas":["README only shows how to launch the MCP server; it does not document available MCP tools, parameters, or output schemas.","pubmedclient/NCBI endpoints may impose rate limits; retry/pagination behavior is not documented here."],"error_quality":0.0}