{"id":"ismailsengul-spring-boot-mcp-server","name":"spring-boot-mcp-server","homepage":null,"repo_url":"https://github.com/ismailsengul/spring-boot-mcp-server","category":"ai-ml","subcategories":[],"tags":["mcp","spring-boot","tooling","weather","api","spring-ai","java"],"what_it_does":"A Spring Boot demo MCP server that exposes weather-related tools (forecasts by latitude/longitude and active weather alerts for a U.S. state) by calling the National Weather Service (api.weather.gov).","use_cases":["Provide AI agents with weather forecast lookup by geo coordinates","Provide AI agents with active weather alert lookup by U.S. state","Prototype MCP tool integrations using Spring Boot and Spring AI @Tool annotations"],"not_for":["Production deployments without reviewing configuration, security, and operational hardening","Use cases requiring high reliability SLAs or guaranteed availability beyond a demo","Use cases requiring private/non-public data flows unless privacy/data-handling is explicitly addressed"],"best_when":"You want a quick, Spring-based MCP tool server to prototype retrieval of public weather data for an agent workflow.","avoid_when":"You need robust authentication, documented rate-limit handling, or production-grade reliability/error semantics that are not described in the provided materials.","alternatives":["Direct calls to api.weather.gov from your own service","Other MCP server templates or tool-serving frameworks with stronger production docs","Spring Boot REST API + your own thin MCP wrapper","Use Spring AI’s tool mechanism without MCP, if you control the tool runtime directly"],"af_score":29.5,"security_score":27.2,"reliability_score":18.8,"package_type":"mcp_server","discovery_source":["github"],"priority":"low","status":"evaluated","version_evaluated":null,"last_evaluated":"2026-04-04T20:01:16.373070+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":[],"oauth":false,"scopes":false,"notes":"No authentication mechanism for the MCP server is described in the provided README content."},"pricing":{"model":null,"free_tier_exists":false,"free_tier_limits":null,"paid_tiers":[],"requires_credit_card":false,"estimated_workload_costs":null,"notes":"No pricing model described; project appears to be a self-hosted demo."},"requirements":{"requires_signup":false,"requires_credit_card":false,"domain_verification":false,"data_residency":[],"compliance":[],"min_contract":null},"agent_readiness":{"af_score":29.5,"security_score":27.2,"reliability_score":18.8,"mcp_server_quality":45.0,"documentation_accuracy":30.0,"error_message_quality":0.0,"error_message_notes":null,"auth_complexity":30.0,"rate_limit_clarity":0.0,"tls_enforcement":40.0,"auth_strength":10.0,"scope_granularity":10.0,"dependency_hygiene":45.0,"secret_handling":40.0,"security_notes":"The provided materials do not mention authentication/authorization for the MCP server, TLS requirements, or how secrets/configuration are handled. It calls an external public weather API, so outbound requests should be reviewed for SSRF/egress controls and for logging hygiene.","uptime_documented":0.0,"version_stability":30.0,"breaking_changes_history":20.0,"error_recovery":25.0,"idempotency_support":"false","idempotency_notes":"Likely read-only lookups, but the README does not describe idempotency behavior or how errors/retries are handled.","pagination_style":"none","retry_guidance_documented":false,"known_agent_gotchas":["No documented transport URL, startup configuration, or MCP server connection details in the provided README.","No documented auth/rate-limit/retry semantics; agents may need to implement conservative retry/backoff themselves.","Tool I/O contracts (tool names, parameters, response schemas) are not present in the provided content, so an agent may need to inspect the code to know exact shapes."]}}