{"id":"ranjeet-floyd-mcp-server-springboot","name":"mcp-server-springboot","homepage":null,"repo_url":"https://github.com/ranjeet-floyd/mcp-server-springboot","category":"devtools","subcategories":[],"tags":["mcp","llm","spring-boot","java","ai-agents","mcp-server"],"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.","use_cases":["Exposing server-side data/tools to an LLM via MCP","Building an agent tool backend in Java using Spring Boot","Rapid prototyping of MCP-compatible capabilities using Spring AI starter"],"not_for":["Production deployments requiring strong, explicitly documented security/auth patterns from the project README alone","Use as a general weather-data API client (the README’s example link appears unrelated to the service itself)","Teams needing a well-specified, production-ready OpenAPI/SDK-based REST interface"],"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.","alternatives":["Other MCP server implementations with more complete repo docs (e.g., community MCP servers with OpenAPI/SDKs)","Spring AI MCP server starter directly from Spring AI docs (if you want to minimize custom repo uncertainty)","Building an MCP server using a dedicated framework with first-class MCP tooling and clearer DX"],"af_score":22.8,"security_score":35.5,"reliability_score":17.5,"package_type":"mcp_server","discovery_source":["github"],"priority":"low","status":"evaluated","version_evaluated":null,"last_evaluated":"2026-04-04T20:02:26.876356+00:00","interface":{"has_rest_api":false,"has_graphql":false,"has_grpc":false,"has_mcp_server":true,"mcp_server_url":null,"has_sdk":false,"sdk_languages":[],"openapi_spec_url":null,"webhooks":false},"auth":{"methods":[],"oauth":false,"scopes":false,"notes":"No authentication/authorization configuration is described in the provided README; exact auth behavior can’t be determined from the supplied content."},"pricing":{"model":null,"free_tier_exists":false,"free_tier_limits":null,"paid_tiers":[],"requires_credit_card":false,"estimated_workload_costs":null,"notes":null},"requirements":{"requires_signup":false,"requires_credit_card":false,"domain_verification":false,"data_residency":[],"compliance":[],"min_contract":null},"agent_readiness":{"af_score":22.8,"security_score":35.5,"reliability_score":17.5,"mcp_server_quality":45.0,"documentation_accuracy":20.0,"error_message_quality":0.0,"error_message_notes":null,"auth_complexity":50.0,"rate_limit_clarity":5.0,"tls_enforcement":50.0,"auth_strength":30.0,"scope_granularity":20.0,"dependency_hygiene":40.0,"secret_handling":40.0,"security_notes":"From the provided README, TLS/auth/secret handling guidance is not stated. TLS is assumed typical for Spring Boot deployments but cannot be confirmed. Dependency hygiene and secret-handling practices can’t be verified without inspecting the build files/source.","uptime_documented":0.0,"version_stability":35.0,"breaking_changes_history":25.0,"error_recovery":10.0,"idempotency_support":"false","idempotency_notes":null,"pagination_style":"none","retry_guidance_documented":false,"known_agent_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."]}}