{"id":"chaozai0304-mcp-spring-ai-mcp-server","name":"mcp-spring-ai-mcp-server","af_score":38.5,"security_score":29.5,"reliability_score":26.2,"what_it_does":"Provides a demo Spring AI MCP server using Spring Boot (WebFlux). It exposes an SSE endpoint for streaming MCP communication (e.g., /sse) and an HTTP POST message endpoint (e.g., /mcp/message) to send JSON-RPC requests such as tools/list and notifications/initialized, returning MCP tool definitions and messages over SSE.","best_when":"You want a lightweight local or internal demo/integration of an MCP server transport compatible with Spring AI’s WebFlux MCP starter.","avoid_when":"You need enterprise-grade security (authn/authz, TLS termination requirements, rate limiting) or formal reliability guarantees; the provided README does not document these.","last_evaluated":"2026-04-04T19:39:31.745511+00:00","has_mcp":true,"has_api":false,"auth_methods":[],"has_free_tier":false,"known_gotchas":["Transport is SSE-based with a separate message endpoint tied to a sessionId; agents must correctly establish the SSE session before sending JSON-RPC messages.","The README describes tool discovery but does not document all MCP method/error semantics or how to handle partial/failed SSE events.","No authentication and no rate-limiting behavior is documented; agents should be cautious about high request volumes."],"error_quality":0.0}