{"id":"cagritrk-spring-ai-mcp-server","name":"spring-ai-mcp-server","af_score":51.2,"security_score":20.0,"reliability_score":12.5,"what_it_does":"Provides a sample Spring AI MCP (Model Context Protocol) server implemented with Spring Boot, exposing tool-based CRUD/search operations over an in-memory Person dataset (seeded with dummy/CSV data).","best_when":"You want a lightweight, local MCP server example to validate tool calling, request/response shaping, and basic CRUD behavior.","avoid_when":"You need robust security controls, durable storage, audit logs, rate limiting guarantees, or formal SLAs.","last_evaluated":"2026-04-04T19:39:26.903904+00:00","has_mcp":true,"has_api":false,"auth_methods":[],"has_free_tier":false,"known_gotchas":["In-memory store implies state resets on restart; agents should not assume persistence between sessions.","Tool argument names/types must match the MCP tool definitions shown; no validation/constraint details are provided in the README.","No documented rate limits, auth, or error code conventions are provided, so agents may need defensive handling."],"error_quality":0.0}