{"id":"harshilchampaneri-mcp-server-build-using-spring-ai-and-java","name":"MCP-Server-build-using-Spring-AI-and-Java","homepage":null,"repo_url":"https://github.com/HarshilChampaneri/MCP-Server-build-using-Spring-AI-and-Java","category":"devtools","subcategories":[],"tags":["mcp","spring-boot","java","spring-ai","spring-data-jpa","agent-tools","model-context-protocol"],"what_it_does":"A Java/Spring Boot-based MCP (Model Context Protocol) server implementation built using Spring AI and Spring Data JPA. It is intended to expose application capabilities to MCP-capable AI agents, with persistence via JPA.","use_cases":["Connect an MCP-capable agent to a Spring-based backend that uses Spring AI for model interaction","Provide agent tools backed by a relational database via Spring Data JPA","Build an internal “tool layer” for retrieval, querying, or application actions exposed through MCP"],"not_for":["Public internet-facing services without additional security hardening","Drop-in hosted SaaS use without deploying/building the server","Use where you need a fully managed, off-the-shelf API with guaranteed operational SLAs"],"best_when":"You can deploy and configure a Spring Boot service and want MCP integration with Java/Spring AI and database-backed capabilities.","avoid_when":"You require strict operational guarantees (uptime/SLA), turnkey hosting, or you cannot provide/maintain the server and its dependencies.","alternatives":["Use a managed MCP provider or a hosted tool framework if available","Build/consume MCP using another language ecosystem with stronger published SDKs and docs","Use a REST/GraphQL API with OpenAPI/GraphQL schema if MCP is not required"],"af_score":28.2,"security_score":37.5,"reliability_score":21.2,"package_type":"mcp_server","discovery_source":["github"],"priority":"low","status":"evaluated","version_evaluated":null,"last_evaluated":"2026-04-04T19:58:11.480193+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":["Java"],"openapi_spec_url":null,"webhooks":false},"auth":{"methods":["Unknown (not provided)"],"oauth":false,"scopes":false,"notes":"No authentication details are present in the provided metadata. MCP servers often rely on whatever transport/auth you implement at the application layer; this cannot be verified from the given information."},"pricing":{"model":null,"free_tier_exists":false,"free_tier_limits":null,"paid_tiers":[],"requires_credit_card":false,"estimated_workload_costs":null,"notes":"No pricing/hosting information is available; repository metadata only indicates a code project."},"requirements":{"requires_signup":false,"requires_credit_card":false,"domain_verification":false,"data_residency":[],"compliance":[],"min_contract":null},"agent_readiness":{"af_score":28.2,"security_score":37.5,"reliability_score":21.2,"mcp_server_quality":45.0,"documentation_accuracy":20.0,"error_message_quality":0.0,"error_message_notes":null,"auth_complexity":40.0,"rate_limit_clarity":0.0,"tls_enforcement":60.0,"auth_strength":30.0,"scope_granularity":20.0,"dependency_hygiene":40.0,"secret_handling":40.0,"security_notes":"TLS/auth/secret handling and dependency health cannot be confirmed from the provided metadata. As a Spring Boot server, best practice would be HTTPS-only, secure secret management (env/vault), least-privilege auth, and avoiding verbose logging of credentials—none of which are evidenced here.","uptime_documented":0.0,"version_stability":30.0,"breaking_changes_history":30.0,"error_recovery":25.0,"idempotency_support":"false","idempotency_notes":null,"pagination_style":"none","retry_guidance_documented":false,"known_agent_gotchas":["MCP tool behavior/idempotency and error semantics are not verifiable from provided metadata","Without confirmed docs/examples, agent integration may require additional trial-and-error around tool names/inputs/outputs","Database-backed MCP tools may have side effects; ensure safe idempotency patterns if the agent retries"]}}