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#Developer Tools — 2 articles ✕

Agents· Important· 🧪 Worth Testing

Google Cloud Launches Remote MCP Server for gcloud and BigQuery CLI Access

Google Cloud introduced, in public preview, a remote MCP server that exposes the gcloud and bq command-line tools to AI agents via two tools: run_gcloud_command and run_bq_command. The server runs in an isolated, network-restricted sandbox on Google Cloud infrastructure, removing the need for agents to install or maintain local CLI binaries. It uses Agent Identity, OAuth 2.0, and IAM for authentication, integrates with Model Armor to screen for prompt injection, and supports Cloud Audit Logging for full visibility into tool calls.

3 days agoGoogle Cloud AI

Agents· Important· 🧪 Worth Testing

Google Cloud API Gateway can now turn REST APIs into MCP tools

Google Cloud API Gateway now supports acting as a remote MCP server in Public Preview. By annotating an existing OpenAPI spec (x-google-api-management.mcp and x-google-mcp-tool), teams can expose their current REST operations as agent-ready MCP tools without building or hosting a separate MCP server. Existing authentication (JWT/API key), quotas, and logging continue to apply unchanged since MCP and REST traffic share one policy path.

24 Sept 2026Google Developers