{"id":"qweather-mcp-server","name":"qweather-mcp-server","af_score":40.0,"security_score":45.0,"reliability_score":18.8,"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.","best_when":null,"avoid_when":null,"last_evaluated":"2026-04-04T21:46:44.205228+00:00","has_mcp":true,"has_api":false,"auth_methods":["(Likely) API key for QWeather via configuration/environment variables (not confirmed from provided info)"],"has_free_tier":false,"known_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"],"error_quality":0.0}