weather-mcp-server
An MCP server that wraps the Open-Meteo API to provide current weather, forecasts, and historical data for any location without requiring an API key.
README
weather-mcp-server
An MCP server wrapping the Open-Meteo API, deployed on GCP Cloud Run. No API key required — Open-Meteo is free and open.
Tools
| Tool | Description |
|---|---|
get_current_weather |
Current conditions for a lat/lon |
get_forecast |
Up to 16-day daily (or hourly) forecast |
get_historical_weather |
Historical daily data for a date range |
Local development
# Install dependencies
pip install -r requirements.txt
# Run the server
uvicorn app.main:app --reload --port 8080
# Health check
curl http://localhost:8080/health
# Test with MCP Inspector
npx @modelcontextprotocol/inspector http://localhost:8080/mcp
GCP Setup (one-time)
1. Enable APIs
gcloud services enable run.googleapis.com artifactregistry.googleapis.com \
--project=weather-mcp-project
2. Create Artifact Registry repository
gcloud artifacts repositories create mcp-images \
--repository-format=docker \
--location=us-central1 \
--description="Docker images for weather-mcp-server" \
--project=weather-mcp-project
3. Set cleanup policy (keeps storage within free 0.5 GB tier)
gcloud artifacts repositories set-cleanup-policies mcp-images \
--project=weather-mcp-project \
--location=us-central1 \
--policy='[{"name":"keep-last-2","action":{"type":"Keep"},"mostRecentVersions":{"keepCount":2}}]'
4. Create a Service Account for GitHub Actions
gcloud iam service-accounts create github-actions-sa \
--display-name="GitHub Actions SA" \
--project=weather-mcp-project
# Grant required roles
for role in roles/run.admin roles/artifactregistry.writer roles/iam.serviceAccountUser; do
gcloud projects add-iam-policy-binding weather-mcp-project \
--member="serviceAccount:github-actions-sa@weather-mcp-project.iam.gserviceaccount.com" \
--role="$role"
done
# Export key
gcloud iam service-accounts keys create sa-key.json \
--iam-account=github-actions-sa@weather-mcp-project.iam.gserviceaccount.com
5. Add GitHub repository secrets
In your repo → Settings → Secrets and variables → Actions, add:
| Secret | Value |
|---|---|
GCP_SA_KEY |
Contents of sa-key.json (delete the file after!) |
The project ID and region are hardcoded in the workflow — no secret needed for those.
Deployment
Push to main — GitHub Actions builds the Docker image, pushes it to Artifact Registry, and deploys to Cloud Run automatically.
Smoke test (post-deploy)
CLOUD_RUN_URL=https://<your-cloud-run-url>
# Health
curl $CLOUD_RUN_URL/health
# List MCP tools
curl -X POST $CLOUD_RUN_URL/mcp \
-H "Content-Type: application/json" \
-d '{"jsonrpc":"2.0","method":"tools/list","id":1}'
Cost
Everything runs within GCP free tier limits at typical personal/dev usage. See PLAN.md for the full breakdown.
Recommended Servers
playwright-mcp
A Model Context Protocol server that enables LLMs to interact with web pages through structured accessibility snapshots without requiring vision models or screenshots.
Magic Component Platform (MCP)
An AI-powered tool that generates modern UI components from natural language descriptions, integrating with popular IDEs to streamline UI development workflow.
Audiense Insights MCP Server
Enables interaction with Audiense Insights accounts via the Model Context Protocol, facilitating the extraction and analysis of marketing insights and audience data including demographics, behavior, and influencer engagement.
VeyraX MCP
Single MCP tool to connect all your favorite tools: Gmail, Calendar and 40 more.
graphlit-mcp-server
The Model Context Protocol (MCP) Server enables integration between MCP clients and the Graphlit service. Ingest anything from Slack to Gmail to podcast feeds, in addition to web crawling, into a Graphlit project - and then retrieve relevant contents from the MCP client.
Kagi MCP Server
An MCP server that integrates Kagi search capabilities with Claude AI, enabling Claude to perform real-time web searches when answering questions that require up-to-date information.
E2B
Using MCP to run code via e2b.
Neon Database
MCP server for interacting with Neon Management API and databases
Exa Search
A Model Context Protocol (MCP) server lets AI assistants like Claude use the Exa AI Search API for web searches. This setup allows AI models to get real-time web information in a safe and controlled way.
Qdrant Server
This repository is an example of how to create a MCP server for Qdrant, a vector search engine.