{"id":"krdk01-spring-ai-mcp-server","name":"spring-ai-mcp-server","af_score":31.2,"security_score":41.0,"reliability_score":22.5,"what_it_does":"A Spring Boot starter that hosts an MCP (Model Context Protocol) server using Spring AI, including support for tools/resources and (optionally) OAuth2 security variants, based on the repository README branches.","best_when":"You want a Java/Spring-based MCP server that you can run locally/dev and evolve, and you’re comfortable filling documentation gaps from source code.","avoid_when":"You need strong, clearly documented operational guarantees (auth scopes, rate limits, retries/idempotency, SLA) without inspecting the repository code.","last_evaluated":"2026-04-04T19:49:55.624657+00:00","has_mcp":true,"has_api":false,"auth_methods":["OAuth2 (per README branch naming: 08-oauth2-server)"],"has_free_tier":false,"known_gotchas":["README excerpt does not show tool schemas, transport details (exact MCP transport configuration), or how errors are surfaced to the MCP client—agents may need to inspect code to handle failure modes.","Branch-based development suggests features may differ by branch; ensure you track the correct final branch for your needs (security vs no-security).","The README excerpt references that Spring AI does not support something ('Currently Spring AI does Not support.'), which may affect completion/tooling expectations in an agent workflow."],"error_quality":0.0}