{"id":"zheng-mcp-gaodeweather-server","name":"zheng-mcp-gaodeweather-server","homepage":"https://pypi.org/project/zheng-mcp-gaodeweather-server/","repo_url":null,"category":"ai-ml","subcategories":[],"tags":["mcp","weather","amap","gaode","tooling","api-wrapper","agent-integration"],"what_it_does":"MCP server that provides Gaode (AMap) weather functionality to agents via Model Context Protocol tools (exact weather endpoints/fields are not provided in the supplied prompt).","use_cases":["Agent-driven weather lookups for a given location","Augmenting chat/agent responses with localized weather context","Building workflows that react to weather (e.g., travel planning)"],"not_for":["High-volume production weather data pipelines without rate/usage documentation","Use as a general-purpose data platform beyond weather queries"],"best_when":"You have an agent runtime that can connect to an MCP server and you want weather data as a tool.","avoid_when":"You need strict compliance guarantees, strong auth controls, or well-documented operational limits not evidenced by the provided information.","alternatives":["Direct calls to a weather API (e.g., AMap/AMap Weather API or other providers) from your application","Use an existing weather SDK/library for your language/runtime","Build a thin MCP wrapper around the provider’s documented REST API with your own auth/rate-limit handling"],"af_score":36.2,"security_score":37.5,"reliability_score":6.2,"package_type":"mcp_server","discovery_source":["pypi"],"priority":"low","status":"evaluated","version_evaluated":null,"last_evaluated":"2026-04-04T21:37:02.496993+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":["Unverified from provided prompt; MCP likely requires configuration/env vars"],"oauth":false,"scopes":false,"notes":"The supplied content does not include auth details (e.g., API key mechanism, whether requests are signed, or whether users manage credentials). Score reflects lack of evidence, not confirmed insecure design."},"pricing":{"model":null,"free_tier_exists":false,"free_tier_limits":null,"paid_tiers":[],"requires_credit_card":false,"estimated_workload_costs":null,"notes":"No pricing/billing information provided in the prompt."},"requirements":{"requires_signup":false,"requires_credit_card":false,"domain_verification":false,"data_residency":[],"compliance":[],"min_contract":null},"agent_readiness":{"af_score":36.2,"security_score":37.5,"reliability_score":6.2,"mcp_server_quality":45.0,"documentation_accuracy":35.0,"error_message_quality":0.0,"error_message_notes":null,"auth_complexity":40.0,"rate_limit_clarity":20.0,"tls_enforcement":70.0,"auth_strength":30.0,"scope_granularity":20.0,"dependency_hygiene":40.0,"secret_handling":30.0,"security_notes":"No repository code/logs were provided in the prompt, so security properties (TLS enforcement, secret handling, dependency CVE hygiene, and auth scope granularity) cannot be verified. Scores are conservative due to missing evidence.","uptime_documented":0.0,"version_stability":0.0,"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":["Weather APIs commonly have rate limits and location/address normalization requirements; if the MCP server does not surface provider errors clearly, the agent may misinterpret failures.","Agents may retry automatically; without documented retry/idempotency semantics this can amplify rate-limit pressure."]}}