{"id":"zhangyuepeng-mcp-weather-server","name":"zhangyuepeng-mcp-weather-server","homepage":"https://pypi.org/project/zhangyuepeng-mcp-weather-server/","repo_url":null,"category":"infrastructure","subcategories":[],"tags":["mcp","weather","api-integration","ai-tools","tooling"],"what_it_does":"An MCP weather server that provides weather-related data/functions to AI agents via the Model Context Protocol, likely backed by an external weather provider API.","use_cases":["Agent-assisted retrieval of current weather or forecasts for a given location","Building chat/assistant experiences that answer weather questions","Automation workflows that need weather context (e.g., travel planning, alerting)"],"not_for":["High-assurance, compliance-heavy decisioning without validation of data sources","Use as a general-purpose data platform beyond weather use cases"],"best_when":"You want an MCP tool that weather-capable agents can call at runtime to fetch location-specific weather details.","avoid_when":"You require strong contractual guarantees (SLA, versioning guarantees) or you need enterprise-grade security controls explicitly documented (e.g., audit logs, formal auth).","alternatives":["Other MCP weather servers","Direct calls to a weather provider API (e.g., Open-Meteo, WeatherAPI) from your application","Using a general-purpose location/weather SDK or API client instead of MCP"],"af_score":33.8,"security_score":39.2,"reliability_score":25.0,"package_type":"mcp_server","discovery_source":["pypi"],"priority":"low","status":"evaluated","version_evaluated":null,"last_evaluated":"2026-04-04T21:37:04.155600+00:00","interface":{"has_rest_api":false,"has_graphql":false,"has_grpc":false,"has_mcp_server":false,"mcp_server_url":null,"has_sdk":false,"sdk_languages":[],"openapi_spec_url":null,"webhooks":false},"auth":{"methods":[],"oauth":false,"scopes":false,"notes":"Authentication requirements are not provided in the supplied information."},"pricing":{"model":null,"free_tier_exists":false,"free_tier_limits":null,"paid_tiers":[],"requires_credit_card":false,"estimated_workload_costs":null,"notes":"Pricing information not provided."},"requirements":{"requires_signup":false,"requires_credit_card":false,"domain_verification":false,"data_residency":[],"compliance":[],"min_contract":null},"agent_readiness":{"af_score":33.8,"security_score":39.2,"reliability_score":25.0,"mcp_server_quality":35.0,"documentation_accuracy":30.0,"error_message_quality":0.0,"error_message_notes":null,"auth_complexity":50.0,"rate_limit_clarity":20.0,"tls_enforcement":60.0,"auth_strength":40.0,"scope_granularity":20.0,"dependency_hygiene":35.0,"secret_handling":40.0,"security_notes":"No repository details were provided (e.g., TLS enforcement, auth method, logging behavior). Weather servers commonly use external API keys; secret handling and logging practices cannot be verified from the available input.","uptime_documented":0.0,"version_stability":40.0,"breaking_changes_history":30.0,"error_recovery":30.0,"idempotency_support":"false","idempotency_notes":null,"pagination_style":"none","retry_guidance_documented":false,"known_agent_gotchas":["Weather APIs often require an API key and may have quota/rate limits; agents may need to throttle or retry carefully.","Location/address formats can be ambiguous; agents may need to normalize inputs (city names vs lat/long).","Forecast endpoints may differ in units/time ranges; agents should request explicitly (e.g., units, timeframe)."]}}