{"id":"qweather-mcp-server","name":"qweather-mcp-server","homepage":"https://github.com/modelcontextprotocol/weather-mcp-server","repo_url":"https://github.com/YOUR_USERNAME/qweather-mcp-server","category":"ai-ml","subcategories":[],"tags":["mcp","weather","qweather","ai-agents","integration"],"what_it_does":"Provides an MCP server that exposes QWeather (weather) data to AI agents via MCP tools, enabling agent-driven weather lookups (e.g., forecasts/current conditions) without the agent directly calling external APIs.","use_cases":["Agent-based weather querying for user assistance","Augmenting chatbots with real-time or forecast weather context","Automated planning/decision support using weather conditions (e.g., travel suggestions)"],"not_for":["Use as a primary weather data platform without verifying data licensing/accuracy","Use where strong enterprise security/compliance controls and audited uptime are required (not evidenced from provided info)","High-throughput workloads where strict rate-limit and retry semantics are mandatory (not documented in provided info)"],"best_when":null,"avoid_when":null,"alternatives":["Direct use of QWeather REST APIs (with OpenAPI/SDKs if available)","Other weather MCP/server integrations if they provide stronger documented reliability and security guarantees","Using a weather aggregation SDK/API directly from your application backend"],"af_score":40.0,"security_score":45.0,"reliability_score":18.8,"package_type":"mcp_server","discovery_source":["pypi"],"priority":"low","status":"evaluated","version_evaluated":null,"last_evaluated":"2026-04-04T21:46:44.205228+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":["(Likely) API key for QWeather via configuration/environment variables (not confirmed from provided info)"],"oauth":false,"scopes":false,"notes":"Authentication details are not present in the provided prompt content; scores reflect uncertainty."},"pricing":{"model":null,"free_tier_exists":false,"free_tier_limits":null,"paid_tiers":[],"requires_credit_card":false,"estimated_workload_costs":null,"notes":"Pricing of the MCP package is not provided. QWeather usage may incur costs depending on the upstream plan, but this is not evidenced here."},"requirements":{"requires_signup":false,"requires_credit_card":false,"domain_verification":false,"data_residency":[],"compliance":[],"min_contract":null},"agent_readiness":{"af_score":40.0,"security_score":45.0,"reliability_score":18.8,"mcp_server_quality":55.0,"documentation_accuracy":35.0,"error_message_quality":0.0,"error_message_notes":null,"auth_complexity":50.0,"rate_limit_clarity":20.0,"tls_enforcement":70.0,"auth_strength":45.0,"scope_granularity":20.0,"dependency_hygiene":45.0,"secret_handling":45.0,"security_notes":"Upstream weather APIs typically require an API key; however, how secrets are stored/handled and whether TLS is enforced are not evidenced in the provided content. No scope/authorization model is visible from the prompt, so least-privilege granularity cannot be confirmed.","uptime_documented":0.0,"version_stability":45.0,"breaking_changes_history":0.0,"error_recovery":30.0,"idempotency_support":"false","idempotency_notes":null,"pagination_style":"none","retry_guidance_documented":false,"known_agent_gotchas":["Weather queries may be sensitive to location resolution/formatting (e.g., city names vs coordinates); agents may need guidance on correct input formats","Upstream API quotas may cause failures if the MCP server does not provide clear rate-limit guidance","If the MCP server returns partial/translated errors from upstream, agents may not be able to recover automatically without explicit error codes"]}}