{"id":"pymcp-kit","name":"pymcp-kit","af_score":56.2,"security_score":52.5,"reliability_score":25.0,"what_it_does":"pymcp-kit is a Python toolkit for building MCP servers with FastAPI, providing capability-first registries (tools/prompts/resources/roots), Streamable HTTP and stdio transports, task-aware execution support, and optional auth/ASGI middleware hooks.","best_when":"You want to author MCP server capabilities in Python with FastAPI and expose them over Streamable HTTP or stdio, while keeping the transport surface intentionally minimal.","avoid_when":"You need first-class, documented rate-limit headers/codes, published OpenAPI specs, or turnkey auth mechanisms rather than optional hooks.","last_evaluated":"2026-04-04T21:47:18.786030+00:00","has_mcp":true,"has_api":true,"auth_methods":["Optional authentication and authorization hooks via MiddlewareConfig (details not specified in provided README)","No explicit auth method documented in README beyond hook-based integration"],"has_free_tier":false,"known_gotchas":["Task flows include result polling/cancellation; clients/agents must follow the task lifecycle correctly.","Transport differences (Streamable HTTP vs stdio) may affect how agents deploy and connect.","Optional auth hooks exist but concrete auth behavior/headers are not specified in provided documentation, so agents may need additional implementation-specific knowledge."],"error_quality":0.0}