{"id":"redhat-data-and-ai-template-mcp-server","name":"template-mcp-server","af_score":56.0,"security_score":56.2,"reliability_score":32.5,"what_it_does":"A production-oriented Python template for building Model Context Protocol (MCP) servers using FastMCP and FastAPI, including multiple transport protocols (HTTP, SSE, streamable-HTTP), structured logging, environment-based configuration, optional SSL/TLS, OAuth authentication with PostgreSQL token storage (when enabled), and container/OpenShift deployment scaffolding. It also ships with example MCP tools.","best_when":"You want a reference implementation and scaffolding to create your own MCP server with consistent operational practices (logging, config, health checks, deployment manifests).","avoid_when":"You need a fully managed service, a turnkey API with guaranteed SLAs, or you cannot manage hosting/operations/security for your own server.","last_evaluated":"2026-03-30T15:23:26.764780+00:00","has_mcp":true,"has_api":false,"auth_methods":["OAuth (enabled via ENABLE_AUTH)"],"has_free_tier":false,"known_gotchas":["Because it is a template, tool behavior and idempotency semantics depend on how you implement/modify the example MCP tools.","Transport protocol selection (HTTP vs SSE vs streamable-HTTP) can affect client expectations around streaming, timeouts, and retry behavior."],"error_quality":0.0}