Google Cloud Run MCP
Google's official MCP server for deploying applications to Cloud Run. 603 GitHub stars and 11 commits on main in the last 30 days.
“Google's official MCP server for deploying applications to Cloud Run. 603 stars and 11 commits on main in the last 30 days.”
INSTALL THIS SERVER
{
"mcpServers": {
"cloud-run": {
"command": "npx",
"args": [
"-y",
"@google-cloud/cloud-run-mcp"
],
"env": {
"GOOGLE_APPLICATION_CREDENTIALS": "/path/to/service-account.json",
"GOOGLE_CLOUD_PROJECT": "your-project-id"
}
}
}
}
{
"mcpServers": {
"cloud-run": {
"command": "npx",
"args": [
"-y",
"@google-cloud/cloud-run-mcp"
],
"env": {
"GOOGLE_APPLICATION_CREDENTIALS": "/path/to/service-account.json",
"GOOGLE_CLOUD_PROJECT": "your-project-id"
}
}
}
}
{
"mcpServers": {
"cloud-run": {
"command": "npx",
"args": [
"-y",
"@google-cloud/cloud-run-mcp"
],
"env": {
"GOOGLE_APPLICATION_CREDENTIALS": "/path/to/service-account.json",
"GOOGLE_CLOUD_PROJECT": "your-project-id"
}
}
}
}
{
"mcpServers": {
"cloud-run": {
"command": "npx",
"args": [
"-y",
"@google-cloud/cloud-run-mcp"
],
"env": {
"GOOGLE_APPLICATION_CREDENTIALS": "/path/to/service-account.json",
"GOOGLE_CLOUD_PROJECT": "your-project-id"
}
}
}
}
{
"mcpServers": {
"cloud-run": {
"command": "npx",
"args": [
"-y",
"@google-cloud/cloud-run-mcp"
],
"env": {
"GOOGLE_APPLICATION_CREDENTIALS": "/path/to/service-account.json",
"GOOGLE_CLOUD_PROJECT": "your-project-id"
}
}
}
}
6 TOOLS AVAILABLE
OUR ASSESSMENT
- 603 GitHub stars, top of cloud category by stars.
- Google official maintenance under GoogleCloudPlatform org.
- Apache-2.0 license.
- 11 commits on main in the last 30 days.
- deploy_service builds from local source via Cloud Build, no Dockerfile required for buildpack-detected projects.
- Pairs with Cloud Logging tool for end-to-end deploy + observe loops.
- Google Cloud project required; not a multi-cloud MCP.
- deploy_service permissions cover Cloud Run write; a separate read-only MCP role is the recommended pattern for inspect-only agents.
- Build duration counts toward agent latency; large containers exceed typical agent invocation timeouts.
Application Default Credentials carry the user GCP role. For agent workflows, use a service account scoped to roles/run.developer on the specific project; avoid service-account-key files in source control. delete_service is destructive; gate behind explicit operator confirmation.
Google Cloud teams deploying agents that ship containers to Cloud Run; development workflows where the agent owns the deploy step; serverless-first organisations adopting agent-driven CI/CD without a dedicated platform.
TECHNICAL DETAILS
ADOPTION METRICS
// Reading this603 stars on GoogleCloudPlatform/cloud-run-mcp. 11 commits on main in the last 30 days.
// Reading thisTop of the cloud category by GitHub stars. Pairs with Vercel, Cloudflare, Heroku, Render, Linode MCPs for full multi-cloud deploy coverage.
SOURCES & VERIFICATION
We don't take any single directory's word for it. Before scoring, we cross-reference 5 public MCP sources, install the server ourselves against the clients we cover, and record when we last re-verified.
The same server, 5 different lenses. We reconcile these signals into our editorial score, which is why our number sometimes diverges from a directory-aggregate star count.
| Source | Their rating | Their star count | Their downloads | Last synced |
|---|---|---|---|---|
| AutomationSwitch This page | 4.5editorial | 603 | — | MAY 5, 2026 |
| PulseMCP | — unrated | unavailable | unavailable | MAY 5, 2026 |
| MCP.so | — unrated | unavailable | unavailable | MAY 5, 2026 |
| Glama | — unrated | unavailable | unavailable | MAY 5, 2026 |
| Smithery | — unrated | unavailable | unavailable | MAY 5, 2026 |
| Official MCP Registry | — unrated | unavailable | unavailable | MAY 5, 2026 |
// Counts are directory-reported; we don't adjust them. Discrepancies usually come from different snapshot times or star-caching.
OTHER CLOUD MCP SERVERS
AWS API MCP Server
The official AWS Labs catch-all server. Bridges any AWS CLI command to MCP, giving agents universal access to the AWS API surface. Helps the agent select the right CLI command for a task; respects the local AWS credential chain.
Cloudflare MCP
Cloudflare's MCP offering: 14 hosted remote MCP servers segmented by product surface (Workers Bindings, Observability, Radar, Browser Rendering, Logpush, AI Gateway, Audit Logs, DNS Analytics, DEX, CASB, GraphQL, Docs, Container, Builds) plus a Code Mode server for broader API access. All authenticate via OAuth.
Coolify MCP
Coolify MCP with 38 optimised tools for managing self-hosted PaaS through AI assistants. 350 GitHub stars and 12 commits on main in the last 30 days. Self-hostable alternative to Vercel, Render, and Heroku.
Appwrite MCP
Appwrite's official MCP server. Operate the Appwrite backend (databases, auth, storage, functions) from agents. 68 GitHub stars and 7 commits on main in the last 30 days.
Amazon ECS MCP Server
Vendor-built ECS MCP server covering the full container deployment lifecycle: containerize, push to ECR, deploy via ECS Express Mode with ALB, troubleshoot. Notable for ALLOW_WRITE and ALLOW_SENSITIVE_DATA environment flags that make read-only mode a configuration default.
Render MCP
Official Render MCP server covering workspaces, services, deployments, logs, metrics, Postgres databases, and Key Value instances. 128 GitHub stars and 7 commits on main in the last 30 days. Apache-2.0.
DISCUSS YOUR
MCP REQUIREMENTS.
Evaluating a server, scoping an internal deployment, or working out whether MCP is the right fit at all. Start the conversation and we will point you at the right piece of the ecosystem.