{"id":"akvdevav-spring-documentation-mcp-server","name":"spring-documentation-mcp-server","af_score":61.5,"security_score":65.8,"reliability_score":18.8,"what_it_does":"Provides a Spring Boot–based Model Context Protocol (MCP) server (SSE) that lets AI assistants search, browse, and retrieve full-text Spring ecosystem documentation and code examples, with automated documentation sync from spring.io and a web management UI for projects/versions and API key management.","best_when":"You want an MCP-compatible server that can power developer assistants with version-aware Spring documentation and examples, plus an admin UI to manage API keys and syncing.","avoid_when":"You require a standard REST/GraphQL API instead of MCP/SSE, or you cannot run/host a Java service with PostgreSQL and scheduled sync jobs.","last_evaluated":"2026-04-04T21:20:01.970129+00:00","has_mcp":true,"has_api":false,"auth_methods":["API key via X-API-Key header","API key via Authorization: Bearer header","API key via api_key query parameter (testing only)"],"has_free_tier":false,"known_gotchas":["API key is required for MCP endpoints (send X-API-Key header).","SSE endpoints may require client support for streaming transport.","Query-parameter API key is explicitly 'testing only' (avoid in automated production clients)."],"error_quality":0.0}