{"id":"caiocf-mcp-server-java-clima","name":"mcp-server-java-clima","homepage":null,"repo_url":"https://github.com/caiocf/mcp-server-java-clima","category":"ai-ml","subcategories":[],"tags":["mcp","java","weather","climate","llm-integration","tooling","agent"],"what_it_does":"An MCP server implementation in Java intended to provide a tool interface (via Model Context Protocol) for interacting with “clima” (likely weather/climate-related data or functionality), based on the repository name. Only repository metadata was provided; no README/spec/API details were included to confirm exact capabilities, tools, endpoints, or data sources.","use_cases":["Integrate weather/climate data into an LLM agent via MCP tools","Enable agent-driven querying/lookup of location-based climate or current conditions (exact fields/tools not confirmed)","Prototype an MCP integration using Java for agent environments"],"not_for":["Production use without verifying the server’s configuration, tool contracts, and data handling","Use when you need guaranteed reliability/SLA or documented operational characteristics (not provided)","Use when strict compliance requirements (e.g., specific regional data residency, SOC2 mappings) are required but not documented"],"best_when":null,"avoid_when":null,"alternatives":["Use an MCP weather/climate provider that offers published tool schemas and clear configuration docs","Use a REST weather API directly from the agent with an OpenAPI spec and robust error semantics","Use existing SDKs/integrations for weather services (if they provide tool-style abstractions)"],"af_score":32.2,"security_score":19.5,"reliability_score":16.2,"package_type":"mcp_server","discovery_source":["github"],"priority":"low","status":"evaluated","version_evaluated":null,"last_evaluated":"2026-04-04T20:00:41.685480+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 details were provided. MCP servers commonly use process-local configuration and/or rely on environment variables for upstream API keys; this cannot be confirmed here."},"pricing":{"model":null,"free_tier_exists":false,"free_tier_limits":null,"paid_tiers":[],"requires_credit_card":false,"estimated_workload_costs":null,"notes":"No pricing or hosted service information was provided (appears to be a code repository)."},"requirements":{"requires_signup":false,"requires_credit_card":false,"domain_verification":false,"data_residency":[],"compliance":[],"min_contract":null},"agent_readiness":{"af_score":32.2,"security_score":19.5,"reliability_score":16.2,"mcp_server_quality":45.0,"documentation_accuracy":20.0,"error_message_quality":0.0,"error_message_notes":null,"auth_complexity":70.0,"rate_limit_clarity":20.0,"tls_enforcement":20.0,"auth_strength":20.0,"scope_granularity":10.0,"dependency_hygiene":30.0,"secret_handling":20.0,"security_notes":"Security posture cannot be verified from provided data (no dependency list, TLS configuration, auth mechanism, or secret handling guidance). As with most MCP servers, the primary risks would be leaking upstream API keys via logs/environment, improper request validation, and insufficient transport/security defaults—none of which are observable here.","uptime_documented":0.0,"version_stability":40.0,"breaking_changes_history":0.0,"error_recovery":25.0,"idempotency_support":"false","idempotency_notes":null,"pagination_style":"none","retry_guidance_documented":false,"known_agent_gotchas":["No tool schemas/examples were provided, so agents may struggle to learn the exact MCP methods, arguments, and expected output formats.","No error semantics/retry guidance were provided; an agent may need to implement generic retry/backoff heuristics.","If the server calls external weather APIs, rate limits and upstream availability issues may surface as MCP tool errors; without documentation, agents may not handle these gracefully."]}}