{"id":"kuldeepsingh99-mcp-server-with-spring-ai","name":"mcp-server-with-spring-ai","af_score":37.8,"security_score":32.2,"reliability_score":22.5,"what_it_does":"Provides Spring Boot integration for building an MCP (Model Context Protocol) server/client in Java using the MCP Java SDK. The example described exposes MCP tools that query a PostgreSQL database, and a client uses an LLM to select and invoke the appropriate tool.","best_when":"You want to quickly prototype an MCP tool layer in a Spring Boot app and integrate it with an LLM workflow, using DB-backed tool functions.","avoid_when":"You need a ready-to-deploy, externally hosted API with clear SLAs, explicit auth/rate limits, and production hardening guarantees based solely on the provided README.","last_evaluated":"2026-04-04T19:41:34.436578+00:00","has_mcp":true,"has_api":false,"auth_methods":[],"has_free_tier":false,"known_gotchas":["Tool selection depends on tool names/descriptions being accurate and specific; vague descriptions can lead to wrong tool invocation.","The example tool outputs concatenate records into a plain String; agents may need structured parsing/formatting if downstream logic requires it.","No explicit guidance is provided on handling tool failures/timeouts or partial DB results."],"error_quality":0.0}