{"id":"openai-sample-deep-research-mcp","name":"sample-deep-research-mcp","af_score":44.0,"security_score":19.5,"reliability_score":30.0,"what_it_does":"A minimal example MCP (Model Context Protocol) server intended for “Deep Research”-style workflows that can search and fetch cupcake order data from a local records.json dataset.","best_when":"Used as a learning sample or local demo where the data is non-sensitive and the environment is controlled.","avoid_when":"Avoid in production, public exposure, or environments where authentication/authorization, rate limiting, and robust error handling are required.","last_evaluated":"2026-03-30T13:53:34.851111+00:00","has_mcp":true,"has_api":false,"auth_methods":[],"has_free_tier":false,"known_gotchas":["No auth is documented; if exposed beyond localhost, agents may fail security checks in real deployments.","Local-file data dependency (records.json must exist in the same directory) may cause tool failures if not set up correctly.","Pagination/retrieval limits are not described; agents may need to handle large result sets defensively."],"error_quality":0.0}