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Agent MCP Weather Template

by tallackn
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Python
Remote

Agent MCP Template

This repository contains a generic Python template for an AgentKit Model Context Protocol (MCP) server. The server uses FastAPI to expose a tool that calls an unauthenticated weather API (Open Meteo) and returns a simple forecast for a given latitude and longitude.

Structure

  • server.py – FastAPI application implementing a get_forecast endpoint for AgentKit. It fetches current and hourly temperature data from the Open Meteo API.

  • requirements.txt – Python dependencies.

  • .github/workflows/deploy.yaml – Placeholder workflow for deployment. You will need to configure your own AWS credentials and hosting details.

Related MCP server: MCP Weather Server

Usage

  1. Install dependencies: pip install -r requirements.txt.

  2. Run the server locally: uvicorn server:app --host 0.0.0.0 --port 8000.

  3. Deploy to your own hosting platform (for example AWS Lambda or EC2).

  4. Register the endpoint in AgentKit’s Connector Registry.

Notes

  • The weather API used here (Open Meteo) does not require an API key.

  • For production use you should secure the MCP endpoint with a bearer token and handle error cases.

Trigger deployment

This server cannot be deployed

One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

Maintenance

ActivityInactive
ResponsivenessNo issues

Resources

Related MCP Connectors

Related MCP Servers

  • MCP Weather Free

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    An MCP server that provides real-time weather data, hourly forecasts, and daily summaries using the free Open-Meteo API with no API key required. It enables users to search for weather conditions by specific coordinates or city names across multiple measurement units.
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  • weather-mcp-server

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  • mcp-poc

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