From the README

# Cloud Run MCP server and Gemini CLI extension

Enable MCP-compatible AI agents to deploy apps to Cloud Run.

```json
"mcpServers":{
  "cloud-run": {
    "command": "npx",
    "args": ["-y", "@google-cloud/cloud-run-mcp"]
  }
}
```

Deploy from Gemini CLI and other AI-powered CLI agents:

Deploy from AI-powered IDEs:

Deploy from AI assistant apps:

Deploy from agent SDKs, like the [Google Gen AI SDK](https://ai.google.dev/gemini-api/docs/function-calling?example=meeting#use_model_context_protocol_mcp) or [Agent Development Kit](https://google.github.io/adk-docs/tools/mcp-tools/).

> [!NOTE]  
> This is the repository of an MCP server to deploy code to Cloud Run, to learn how to **host** MCP servers on Cloud Run, [visit the Cloud Run documentation](https://cloud.google.com/run/docs/host-mcp-servers).

## Tools

- `deploy-file-contents`: Deploys files to Cloud Run by providing their contents directly.
- `list-services`: Lists Cloud Run services in a given project and region.
- `get-ser