Caiyun Weather / 彩云天气 MCP Server for Google ADK 8 tools — connect in under 2 minutes
Google Agent Development Kit (ADK) is Google's framework for building production AI agents. Add Caiyun Weather / 彩云天气 as an MCP tool provider through Vinkius and your ADK agents can call every tool with full schema introspection.
ASK AI ABOUT THIS MCP SERVER
Vinkius supports streamable HTTP and SSE.
from google.adk.agents import Agent
from google.adk.tools.mcp_tool import McpToolset
from google.adk.tools.mcp_tool.mcp_session_manager import (
StreamableHTTPConnectionParams,
)
# Your Vinkius token. get it at cloud.vinkius.com
mcp_tools = McpToolset(
connection_params=StreamableHTTPConnectionParams(
url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp",
)
)
agent = Agent(
model="gemini-2.5-pro",
name="caiyun_weather_agent",
instruction=(
"You help users interact with Caiyun Weather / 彩云天气 "
"using 8 available tools."
),
tools=[mcp_tools],
)
* Every MCP server runs on Vinkius-managed infrastructure inside AWS - a purpose-built runtime with per-request V8 isolates, Ed25519 signed audit chains, and sub-40ms cold starts optimized for native MCP execution. See our infrastructure
About Caiyun Weather / 彩云天气 MCP Server
Empower your AI agent to orchestrate your environmental monitoring and high-precision weather forecasting with Caiyun Weather (彩云天气), the pioneer of minute-level precipitation forecasting in China. By connecting Caiyun to your agent, you transform complex meteorological data, air quality auditing, and long-term forecasts into a natural conversation. Your agent can instantly retrieve real-time conditions for any coordinate, provide hyper-local rain alerts for the next two hours, and audit historical or forecast trends without you ever needing to navigate a weather map. Whether you are planning outdoor logistics or monitoring air quality for retail branches, your agent acts as a real-time environmental coordinator, providing accurate and fast results from a single, authorized source.
Google ADK natively supports Caiyun Weather / 彩云天气 as an MCP tool provider. declare Vinkius Edge URL and the framework handles discovery, validation, and execution automatically. Combine 8 tools with Gemini's long-context reasoning for complex multi-tool workflows, with production-ready session management and evaluation built in.
What you can do
- Minute-Precision Rain — Access hyper-local precipitation forecasts for the next 120 minutes with high resolution.
- Real-time Auditing — Retrieve current temperature, humidity, visibility, and wind conditions for specific coordinates.
- Air Quality Monitoring — Access real-time AQI and pollutant data (PM2.5, PM10) across mainland China.
- Long-term Forecasting — Retrieve detailed hourly and daily weather trends for up to 15 days.
- Geographic Flexibility — Query any location using Longitude,Latitude (GCJ-02) or administrative codes.
The Caiyun Weather / 彩云天气 MCP Server exposes 8 tools through the Vinkius. Connect it to Google ADK in under two minutes — no API keys to rotate, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.
How to Connect Caiyun Weather / 彩云天气 to Google ADK via MCP
Follow these steps to integrate the Caiyun Weather / 彩云天气 MCP Server with Google ADK.
Install Google ADK
Run pip install google-adk
Replace the token
Replace [YOUR_TOKEN_HERE] with your Vinkius token
Create the agent
Save the code above and integrate into your ADK workflow
Explore tools
The agent will discover 8 tools from Caiyun Weather / 彩云天气 via MCP
Why Use Google ADK with the Caiyun Weather / 彩云天气 MCP Server
Google ADK provides unique advantages when paired with Caiyun Weather / 彩云天气 through the Model Context Protocol.
Google ADK natively supports MCP tool servers. declare a tool provider and the framework handles discovery, validation, and execution
Built on Gemini models, ADK provides long-context reasoning ideal for complex multi-tool workflows with Caiyun Weather / 彩云天气
Production-ready features like session management, evaluation, and deployment come built-in. not bolted on
Seamless integration with Google Cloud services means you can combine Caiyun Weather / 彩云天气 tools with BigQuery, Vertex AI, and Cloud Functions
Caiyun Weather / 彩云天气 + Google ADK Use Cases
Practical scenarios where Google ADK combined with the Caiyun Weather / 彩云天气 MCP Server delivers measurable value.
Enterprise data agents: ADK agents query Caiyun Weather / 彩云天气 and cross-reference results with internal databases for comprehensive analysis
Multi-modal workflows: combine Caiyun Weather / 彩云天气 tool responses with Gemini's vision and language capabilities in a single agent
Automated compliance checks: schedule ADK agents to query Caiyun Weather / 彩云天气 regularly and flag policy violations or configuration drift
Internal tool platforms: build self-service agent platforms where teams connect their own MCP servers including Caiyun Weather / 彩云天气
Caiyun Weather / 彩云天气 MCP Tools for Google ADK (8)
These 8 tools become available when you connect Caiyun Weather / 彩云天气 to Google ADK via MCP:
get_aqi_info
Get air quality index
get_daily_forecast
Get daily weather forecast
get_hourly_forecast
Get hourly weather forecast
get_minutely_rain
Get minute-precision rain
get_precipitation_probability
Check rain probability
get_realtime_weather
Get real-time weather
get_visibility_data
Get visibility distance
get_wind_conditions
Get wind speed and direction
Example Prompts for Caiyun Weather / 彩云天气 in Google ADK
Ready-to-use prompts you can give your Google ADK agent to start working with Caiyun Weather / 彩云天气 immediately.
"What is the real-time weather at coordinates 121.47,31.23 (Shanghai)?"
"Will it rain in the next 2 hours at 116.40,39.90 (Beijing)?"
"Check the air quality index for coordinates 113.26,23.12 (Guangzhou)."
Troubleshooting Caiyun Weather / 彩云天气 MCP Server with Google ADK
Common issues when connecting Caiyun Weather / 彩云天气 to Google ADK through the Vinkius, and how to resolve them.
McpToolset not found
pip install --upgrade google-adkCaiyun Weather / 彩云天气 + Google ADK FAQ
Common questions about integrating Caiyun Weather / 彩云天气 MCP Server with Google ADK.
How does Google ADK connect to MCP servers?
Can ADK agents use multiple MCP servers?
Which Gemini models work best with MCP tools?
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Connect Caiyun Weather / 彩云天气 to Google ADK
Get your token, paste the configuration, and start using 8 tools in under 2 minutes. No API key management needed.