Bring Weather Forecast
to Pydantic AI
Create your Vinkius account to connect QWeather / 和风天气 to Pydantic AI and start using all 10 AI tools in minutes. Fully managed, enterprise secure, and ready to use without writing a single line of code. No hosting, no server setup — just connect and start using.
GDPR Free for SubscribersCompatible with every major AI agent and IDE
Gemini
What is the QWeather / 和风天气 MCP Server?
Empower your AI agent to orchestrate your daily planning and environmental monitoring with QWeather (和风天气), the premier commercial weather platform in China. By connecting QWeather to your agent, you transform complex meteorological data and location-based environmental searches into a natural conversation. Your agent can instantly retrieve real-time weather, 15-day forecasts, air quality indices, severe weather warnings, and astronomical data without you ever needing to navigate a technical dashboard. Whether you are planning outdoor operations or auditing air quality across different regions, your agent acts as a real-time environmental consultant, providing accurate and fast results from a single, unified source.
What you can do
- Weather Orchestration — Retrieve current weather and detailed forecasts (up to 15 days) for any location worldwide.
- Air Quality Auditing — Monitor real-time AQI, PM2.5, and PM10 levels to ensure safe operating conditions.
- Life Index Insights — Access specialized indices for UV radiation, clothing recommendations, and car washing suitability.
- Warning Monitoring — Audit active severe weather warnings to maintain safety and organizational continuity.
- Geographic Discovery — Search for location IDs and coordinates using keywords to refine your regional tracking.
How it works
- Subscribe to this server
- Enter your QWeather API Key and specify your plan (dev/free/standard/premium)
- Start querying environmental data through Claude, Cursor, or any MCP-compatible client
Who is this for?
- Operations Managers — monitor weather conditions for logistics and outdoor events through natural language queries.
- HSE Professionals — audit air quality and weather warnings directly from your AI-powered workspace.
- Developers — integrate professional meteorological data into your AI-driven daily routines.
- QWeather Power Users — integrate your existing environmental workflows into your AI-driven daily routines.
Built-in capabilities (10)
5, etc.). Get current air quality
Get daily life indices
Get moonrise and moonset times
Get sunrise and sunset times
Get weather warnings
Get 24-hour weather forecast
Get 3-day weather forecast
Get 7-day weather forecast
Get current weather
Search for location ID
Why Pydantic AI?
Pydantic AI validates every QWeather / 和风天气 tool response against typed schemas, catching data inconsistencies at build time. Connect 10 tools through Vinkius and switch between OpenAI, Anthropic, or Gemini without changing your integration code. full type safety, structured output guarantees, and dependency injection for testable agents.
- —
Full type safety: every MCP tool response is validated against Pydantic models, catching data inconsistencies before they reach your application
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Model-agnostic architecture. switch between OpenAI, Anthropic, or Gemini without changing your QWeather / 和风天气 integration code
- —
Structured output guarantee: Pydantic AI ensures tool results conform to defined schemas, eliminating runtime type errors
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Dependency injection system cleanly separates your QWeather / 和风天气 connection logic from agent behavior for testable, maintainable code
QWeather / 和风天气 in Pydantic AI
Why run QWeather / 和风天气 with Vinkius?
The QWeather / 和风天气 connection runs on our fully managed, secure cloud infrastructure. We handle the hosting, maintenance, and security so you don't have to deal with servers or code. All 10 tools are ready to work instantly without any complex setup.
You stay in complete control of your data. Your AI only accesses the information you approve, keeping your sensitive passwords and private details completely safe. Plus, with automatic optimizations, your AI works faster and more efficiently.
* Every connection is hosted and maintained by Vinkius. We handle the security, updates, and infrastructure so you don't have to write code or manage servers. See our infrastructure
Over 4,000 integrations ready for AI agents
Explore a vast library of pre-built integrations, optimized and ready to deploy.
Connect securely in under 30 seconds
Generate tokens to authenticate and link external services in a single step.
Complete visibility into every agent action
Audit live requests, latency, success rates, and active security compliance policies.
Optimize spending and track token ROI
Analyze real-time token consumption and cost metrics detailed by connection.
Explore our live AI Agents Analytics dashboard to see it all working
This dashboard is included when you connect QWeather / 和风天气 using Vinkius. You will never be left in the dark about what your AI agents are doing with your tools.
QWeather / 和风天气 and 4,000+ other AI tools. No hosting, no code, ready to use.
Professionals who connect QWeather / 和风天气 to Pydantic AI through Vinkius don't need to write code, manage servers, or worry about security. Everything is pre-configured, secure, and runs automatically in the background.
Raw MCP | Vinkius | |
|---|---|---|
| Ready-to-use MCPs | Find and configure each manually | 4,000+ MCPs ready to use |
| Connection Setup | Manual coding & server setup | 1-click instant connection |
| Server Hosting | You host it yourself (needs 24/7 uptime) | 100% hosted & managed by Vinkius |
| Security & Privacy | Stored in plaintext config files | Bank-grade encrypted vault |
| Activity Visibility | Blind execution (no logs or tracking) | Live dashboard with real-time logs |
| Cost Control | Runaway AI token spend risk | Automatic budget limits |
| Revoking Access | Must delete files or code to stop | 1-click disconnect button |
How Vinkius secures
QWeather / 和风天气 for Pydantic AI
Every request between Pydantic AI and QWeather / 和风天气 is protected by our secure gateway. We automatically keep your sensitive data private, prevent unauthorized access, and let you disconnect instantly at any time.
Frequently asked questions
How do I find my QWeather API Key?
Log in to the QWeather Developer Console, create a project, and your API Key will be displayed in the project settings. Ensure you select the correct key type (Web API).
What is the difference between dev and commercial plans?
The 'dev' plan uses devapi.qweather.com and has limited data frequency and locations. Commercial plans (standard/premium) use api.qweather.com and provide higher resolution data and broader global coverage. Set your qweather_plan in the credentials to use the correct endpoint.
Can I query weather by coordinates?
Yes! You can pass coordinates in the format longitude,latitude (e.g., '116.41,39.92') to any tool that accepts a location parameter.
How does Pydantic AI discover MCP tools?
Create an MCPServerHTTP instance with the server URL. Pydantic AI connects, discovers all tools, and generates typed Python interfaces automatically.
Does Pydantic AI validate MCP tool responses?
Yes. When you define result types as Pydantic models, every tool response is validated against the schema. Invalid data raises a clear error instead of silently corrupting your pipeline.
Can I switch LLM providers without changing MCP code?
Absolutely. Pydantic AI abstracts the model layer. your QWeather / 和风天气 MCP integration works identically with OpenAI, Anthropic, Google, or any supported provider.
MCPServerHTTP not found
Update: pip install --upgrade pydantic-ai
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