weather-mcp-server
Click on "Install Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type
@followed by the MCP server name and your instructions, e.g., "@weather-mcp-serverWhat's the current weather in Tokyo?"
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
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 |
| Current conditions for a lat/lon |
| Up to 16-day daily (or hourly) forecast |
| Historical daily data for a date range |
Related MCP server: Simple Weather MCP
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/mcpGCP Setup (one-time)
1. Enable APIs
gcloud services enable run.googleapis.com artifactregistry.googleapis.com \
--project=weather-mcp-project2. 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-project3. 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.com5. Add GitHub repository secrets
In your repo → Settings → Secrets and variables → Actions, add:
Secret | Value |
| Contents of |
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.
This server cannot be installed
Maintenance
Resources
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If you are the server author, to access and configure the admin panel.
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