{"id":"hywzy-springboot-mcp-server","name":"springboot-mcp-server","homepage":null,"repo_url":"https://github.com/Hywzy/springboot-mcp-server","category":"devtools","subcategories":[],"tags":["mcp","spring-boot","java","api","agent-integration"],"what_it_does":"A Spring Boot-based MCP server framework/service intended to expose functionality via an MCP interface, with a RESTful backend indicated by the repo description. The README only provides minimal requirements (JDK 17+) and a note to replace a DeepSeek API key in source code, but does not describe available tools or endpoints.","use_cases":["Providing an MCP-accessible service backed by a Spring Boot application","Building agent-callable workflows where server-side logic is implemented in Java/Spring"],"not_for":["Production deployments without additional documentation and security hardening","Teams needing a well-specified, ready-to-integrate MCP tool catalog or stable public API contracts","Use cases that require clearly documented auth, rate limits, pagination, and error semantics"],"best_when":null,"avoid_when":null,"alternatives":["Generic MCP servers with documented tool schemas and OpenAPI/SDK alignment","Spring Boot REST services paired with an MCP gateway/proxy that provides a tool registry","Direct REST/GraphQL APIs with OpenAPI schemas and stable error models (when MCP is not strictly required)"],"af_score":24.2,"security_score":27.2,"reliability_score":12.5,"package_type":"mcp_server","discovery_source":["github"],"priority":"low","status":"evaluated","version_evaluated":null,"last_evaluated":"2026-04-04T19:45:07.333920+00:00","interface":{"has_rest_api":true,"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":["API key (implied by note to replace DeepSeek API key in source code)"],"oauth":false,"scopes":false,"notes":"The only auth/security-related hint in the provided README is a requirement to replace an API key in source code; no details on how clients authenticate to the MCP/REST service are provided."},"pricing":{"model":null,"free_tier_exists":false,"free_tier_limits":null,"paid_tiers":[],"requires_credit_card":false,"estimated_workload_costs":null,"notes":"No pricing information is provided."},"requirements":{"requires_signup":false,"requires_credit_card":false,"domain_verification":false,"data_residency":[],"compliance":[],"min_contract":null},"agent_readiness":{"af_score":24.2,"security_score":27.2,"reliability_score":12.5,"mcp_server_quality":35.0,"documentation_accuracy":15.0,"error_message_quality":0.0,"error_message_notes":null,"auth_complexity":35.0,"rate_limit_clarity":0.0,"tls_enforcement":70.0,"auth_strength":25.0,"scope_granularity":0.0,"dependency_hygiene":40.0,"secret_handling":5.0,"security_notes":"README indicates an API key is present in source code that must be replaced, which is a strong anti-pattern for secret handling. No information is provided about TLS requirements, authentication mechanism for the service, scopes, or rate limiting.","uptime_documented":0.0,"version_stability":30.0,"breaking_changes_history":0.0,"error_recovery":20.0,"idempotency_support":"false","idempotency_notes":null,"pagination_style":"none","retry_guidance_documented":false,"known_agent_gotchas":["No tool list/schema shown in provided README content; agents may not know available MCP tools/inputs/outputs.","Potential runtime failures if required API key configuration is not correctly set.","No documented retry/idempotency semantics; agents should assume non-idempotent operations unless verified in code/docs."]}}