{"id":"biocontext-ai-registry","name":"registry","af_score":35.2,"security_score":20.2,"reliability_score":31.2,"what_it_does":"A registry repository for curating and validating BioContextAI biomedical MCP servers. It maintains a structured registry (via meta.yaml + schema.json), with tooling and CI checks to validate MCP server metadata and publish a registry JSON/UI listing.","best_when":"You want a standardized way to find and integrate biomedical MCP servers that are intended to be academic/free and conform to MCP expectations.","avoid_when":"You need a programmatic interface for registry query/search from this repository (not evidenced here); or you need guaranteed operational guarantees of listed third-party MCP servers (registry only curates metadata).","last_evaluated":"2026-03-30T15:33:21.021705+00:00","has_mcp":false,"has_api":false,"auth_methods":["No auth requirements evident for the repository tooling/metadata validation described"],"has_free_tier":false,"known_gotchas":["This is a registry/validation system, not an MCP server endpoint; agents should not assume there is a reachable MCP server to call directly.","Tooling described focuses on validating meta.yaml/schema compliance rather than runtime tool execution.","Reliability of any listed third-party MCP servers is not established by the registry alone; it reflects baseline inclusion criteria and metadata validation."],"error_quality":0.0}