Google Cloud Managed MCP

Overview

Google Cloud's managed MCP implementation provides developers with globally consistent, enterprise-ready endpoints for all Google and Google Cloud services. Introduced in late 2025, this offering significantly simplifies AI agent integration with Google's cloud ecosystem.

Supported Services

• BigQuery: Data warehouse and analytics platform
• PostgreSQL Services: AlloyDB and Cloud SQL
• Spanner: Globally distributed relational database
• NoSQL Databases: Firestore and Bigtable for high-performance workloads
• Google Maps: Location services and mapping APIs
• Additional Google Services: Expanding coverage of Google Cloud products

Features

• Fully Managed: No infrastructure to deploy or maintain
• Globally Consistent: Single endpoint accessible worldwide
• Enterprise-Ready: Built for production workloads
• Multi-Database Support: Unified access to SQL and NoSQL databases
• High Performance: Optimized for low-latency AI agent interactions
• Automatic Updates: Always current with latest Google Cloud features

Database Coverage

• PostgreSQL: AlloyDB and Cloud SQL for PostgreSQL workloads
• NoSQL: Firestore for document databases, Bigtable for high-performance analytics
• Data Warehouse: BigQuery for large-scale analytics
• Distributed SQL: Spanner for global consistency

Use Cases

• AI-assisted data analysis with BigQuery
• Database administration and optimization
• Location-based application development with Maps
• Multi-region application management
• Cross-service workflow automation

Pricing

Managed service included with Google Cloud. Standard Google Cloud service pricing applies.