{"id":"bootcamptoprod-spring-boot-ai-mongo-mcp-server","name":"spring-boot-ai-mongo-mcp-server","af_score":29.2,"security_score":24.8,"reliability_score":16.2,"what_it_does":"A Spring Boot AI-based MCP (Model Context Protocol) server that connects to a local MongoDB instance and exposes MongoDB operations as callable MCP tools (via Spring AI’s `@Tool` annotation and tool registration).","best_when":"You want a lightweight, local MCP bridge to MongoDB for experiments or controlled environments where operational/security practices are handled externally.","avoid_when":"You need turnkey production security features and robust operational documentation, or you require a documented public HTTP API contract (OpenAPI/SDK).","last_evaluated":"2026-04-04T19:58:53.499629+00:00","has_mcp":true,"has_api":false,"auth_methods":["Not specified in provided README"],"has_free_tier":false,"known_gotchas":["No documented tool list, schemas, or constraints in the provided README; agents may need to inspect the source to learn exact tool inputs/outputs.","No documented guidance on how to handle connection failures, Mongo errors, or MCP tool errors.","No documented rate limiting/backoff behavior, timeouts, or idempotency guidance for write operations."],"error_quality":0.0}