{"id":"golf","name":"Golf","af_score":65.2,"security_score":78.0,"reliability_score":null,"what_it_does":"A Python framework for building production-ready MCP servers with minimal boilerplate. Provides automatic tool/prompt/resource discovery from directory structure, enterprise-grade auth (JWT, OAuth 2.0, API keys), OpenTelemetry tracing, built-in LLM utilities, and a CLI for project scaffolding and development.","best_when":"You need to build a Python MCP server with auth, observability, and structured project layout, especially for production or multi-tool scenarios.","avoid_when":"You need a ready-to-use MCP server for a specific service, or you are building in a language other than Python, or your MCP server is trivially simple.","last_evaluated":"2026-03-01T09:50:05.630109+00:00"}