Google Cloud MCP
UnknownGoogle Cloud MCP is Google's family of official managed endpoints shaped like *.googleapis.com/mcp: BigQuery, Cloud Spanner, AlloyDB, Cloud SQL, Firestore, GKE, Compute Engine, Cloud Run and Cloud Logging/Monitoring each have their own server. Every one runs over Streamable HTTP with Google Cloud IAM authorization and covers a single product — an agent connects only what a task needs.
Why this server
- A dedicated managed endpoint per service — BigQuery, Spanner, GKE and six more products
- Auth via familiar Google Cloud IAM — the same roles and service accounts as in the console
- Streamable HTTP with nothing to install locally — connect straight to googleapis.com
- Connect only the servers you need — GKE and Cloud Run separately from BigQuery and Firestore
Usage examples
Prompt: How many pods are currently running in my prod GKE cluster?
Result: The agent connected to the GKE MCP endpoint and returned the running pod count and statuses by namespace.
Prompt: Run a BigQuery query: revenue by region for last month
Result: Through the BigQuery MCP endpoint, the agent ran the SQL query and returned a table of revenue by region.
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