{"id":"krdk01-spring-ai-mcp-server","name":"spring-ai-mcp-server","homepage":null,"repo_url":"https://github.com/krdk01/spring-ai-mcp-server","category":"devtools","subcategories":[],"tags":["mcp","spring-boot","spring-ai","java","agent-tools","oauth2","webflux","stdio","web-api"],"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.","use_cases":["Expose external data/tools to an MCP client via a Spring AI-backed MCP server","Prototype agent tool-calling using MCP over stdio or HTTP/WebFlux","Demonstrate or build “API-to-tools” integrations (README references SWAPI-related tool creation)","Add OAuth2-based access control in front of an MCP server (per the security branch)"],"not_for":["Production-grade MCP deployments where you require clearly documented APIs, rate limits, and error contracts (not provided in the README excerpt)","Use cases needing guaranteed data residency/compliance guarantees (not stated)","Teams needing a stable, well-versioned public contract (README excerpt does not provide release/process details)"],"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.","alternatives":["Other MCP server implementations (TypeScript/Python) with OpenAPI/SDKs where available","If you need web APIs instead of MCP: direct REST/GraphQL service wrappers with standard API docs","Community MCP servers for the specific upstream data source (e.g., SWAPI) if they exist and are better documented"],"af_score":31.2,"security_score":41.0,"reliability_score":22.5,"package_type":"mcp_server","discovery_source":["github"],"priority":"low","status":"evaluated","version_evaluated":null,"last_evaluated":"2026-04-04T19:49:55.624657+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":["OAuth2 (per README branch naming: 08-oauth2-server)"],"oauth":true,"scopes":false,"notes":"README indicates a security branch using OAuth2, but does not describe the auth flow details, available scopes, or configuration requirements."},"pricing":{"model":null,"free_tier_exists":false,"free_tier_limits":null,"paid_tiers":[],"requires_credit_card":false,"estimated_workload_costs":null,"notes":"Open-source repository; no pricing information provided."},"requirements":{"requires_signup":false,"requires_credit_card":false,"domain_verification":false,"data_residency":[],"compliance":[],"min_contract":null},"agent_readiness":{"af_score":31.2,"security_score":41.0,"reliability_score":22.5,"mcp_server_quality":55.0,"documentation_accuracy":25.0,"error_message_quality":0.0,"error_message_notes":null,"auth_complexity":60.0,"rate_limit_clarity":0.0,"tls_enforcement":50.0,"auth_strength":60.0,"scope_granularity":20.0,"dependency_hygiene":40.0,"secret_handling":30.0,"security_notes":"TLS/auth details are not provided in the README excerpt; OAuth2 appears to exist in a separate branch but there is no evidence of scope granularity, secret handling practices, or transport enforcement. Security posture cannot be confirmed without reviewing configuration and code.","uptime_documented":0.0,"version_stability":40.0,"breaking_changes_history":30.0,"error_recovery":20.0,"idempotency_support":"false","idempotency_notes":null,"pagination_style":"none","retry_guidance_documented":false,"known_agent_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."]}}