Cloud Run MCP server
Cloud Run MCP server is a MCP server for devops and ci/cd, published by GoogleCloudPlatform.
MCP server enabling AI agents to deploy applications to Google Cloud Run, manage services, and retrieve logs.
Is it any good?
Effectiveness · benchmark pending
We haven't benchmarked Cloud Run MCP server yet, so its score is provisional — computed from safety, maintenance, and documentation only, with popularity given no weight. When we benchmark it, we measure whether it produces materially better output than a frontier model alone, and that result leads the score. How we measure.
About Cloud Run MCP server
Description · AI-summarised from the GoogleCloudPlatform README
Cloud Run MCP is an official Google Cloud Platform MCP (Model Context Protocol) server that enables MCP-compatible AI agents to deploy containerized applications to Cloud Run, list and inspect services, retrieve logs, and manage projects. It works with Gemini CLI, Claude Desktop, Cursor, Windsurf, VSCode, and other MCP clients. Supports both local deployment (via Node.js or Docker) and remote execution on Cloud Run itself with IAM-based authentication. Includes OAuth support and can be used with agent SDKs like the Google Gen AI SDK and Agent Development Kit.
Where it fits
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Install Cloud Run MCP server
Install
Install via MCP server
{
"mcpServers": {
"googlecloudplatform-cloud-run-mcp": {
"command": "npx",
"args": ["-y", "@googlecloudplatform/googlecloudplatform-cloud-run-mcp"]
}
}
}Install with your AI
Zero install · paste into ChatGPT, Claude, Cursor…
Install the "Cloud Run MCP server" skill into my project by following all instructions at https://skillsdirectory.co/s/googlecloudplatform-cloud-run-mcp
Your assistant reads /s/googlecloudplatform-cloud-run-mcp and follows it — fetching the files from the source, placing them, and confirming before it runs anything. No account needed. How this works.
Frequently asked
FAQ
What does Cloud Run MCP server do?
MCP server enabling AI agents to deploy applications to Google Cloud Run, manage services, and retrieve logs.
How do I install Cloud Run MCP server?
Cloud Run MCP server is a MCP server. Primary install path: { "mcpServers": { "googlecloudplatform-cloud-run-mcp": { "command": "npx", "args": ["-y", "@googlecloudplatform/googlecloudplatform-cloud-run-mcp"] } } }
What is the Skill Score for Cloud Run MCP server?
Cloud Run MCP server has a Skill Score of 6.4/10 (Solid). It is currently a provisional score — Cloud Run MCP server hasn't been benchmarked yet, so it weights safety 75/100 (40%), maintenance 50/100 (30%), and documentation 71/100 (30%). Popularity carries zero weight until effectiveness is measured. See methodology.
Is Cloud Run MCP server free?
Cloud Run MCP server is published under the Apache-2.0 license. See the vendor's source repository for any usage limits or paid tiers.
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Embed this score
For maintainers · always-current, links back
Put it in your README — it updates as the score changes.[](https://skillsdirectory.co/skills/googlecloudplatform-cloud-run-mcp)
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