{"id":"ranjeet-floyd-mcp-server-springboot","name":"mcp-server-springboot","af_score":22.8,"security_score":35.5,"reliability_score":17.5,"what_it_does":"A Spring Boot Java service intended to act as an LLM MCP (Model Context Protocol) server, using Spring AI MCP server starter components.","best_when":"You want a Java/Spring Boot-based MCP server and are comfortable relying on external Spring AI documentation for configuration and tool registration.","avoid_when":"You require clear documentation in-repo for MCP endpoints, transport details, error formats, and authentication/authorization configuration.","last_evaluated":"2026-04-04T20:02:26.876356+00:00","has_mcp":true,"has_api":false,"auth_methods":[],"has_free_tier":false,"known_gotchas":["README provides almost no operational/MCP-specific details (transport, endpoint/host/port, tool list, schemas), so agent integration may require consulting referenced Spring AI documentation or inspecting source code.","No documented error/retry/idempotency semantics for agent workflows are present in the provided README."],"error_quality":0.0}