{"id":"nickzren-biomed-agent","name":"biomed-agent","af_score":45.5,"security_score":40.0,"reliability_score":22.5,"what_it_does":"A general-purpose biomedical knowledge assistant that connects to multiple local MCP biomedical data sources (OpenTargets, Monarch, MyGene, MyChem, MyDisease), routes questions to the appropriate tools, and synthesizes answers with metadata such as confidence, citations, and limitations. Provides both a CLI and a Streamlit UI.","best_when":"You have the relevant MCP biomedical servers running locally and want an agent-style orchestrator that aggregates tool outputs and returns traceable metadata (citations/limitations).","avoid_when":"You need a turnkey hosted service, standardized HTTP/REST integration, or strong built-in authentication/authorization for external callers.","last_evaluated":"2026-03-30T15:40:21.782266+00:00","has_mcp":true,"has_api":false,"auth_methods":["Local MCP server connections (as configured by user)","Environment-variable configuration via .env (API key mentioned, exact mechanism unspecified)"],"has_free_tier":false,"known_gotchas":["Relies on external local MCP servers; availability/tool coverage and error semantics may vary by server.","Tool routing and synthesis may produce incomplete answers when the selected tools lack evidence; limitations metadata is intended to mitigate this but behavior is not fully specified.","Auth and rate-limit behavior are not described for the orchestrator; if underlying MCP servers have their own limits, the wrapper may need additional handling."],"error_quality":0.0}