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Google Cloud Tools

Google Cloud tools make it easier to connect your agents to Google Cloud’s products and services. With just a few lines of code you can use these tools to connect your agents with:

  • Any custom APIs that developers host in Apigee.
  • 100s of prebuilt connectors to enterprise systems such as Salesforce, Workday, and SAP.
  • Automation workflows built using application integration.
  • Databases such as Spanner, AlloyDB, Postgres and more using the MCP Toolbox for databases.
Apigee

Apigee API Hub

Turn any documented API from Apigee API hub into a tool
Cloud API Registry

API Registry

Dynamically connect with Google Cloud services as MCP tools
Apigee Integration

Application Integration

Link your agents to enterprise apps using Integration Connectors
BigQuery

BigQuery Agent Analytics

Analyze and debug agent behavior at scale
BigQuery

BigQuery Tools

Connect with BigQuery to retrieve data and perform analysis
Bigtable

Bigtable Tools

Interact with Bigtable to retrieve data and execute SQL
Google Kubernetes Engine

GKE Code Executor

Run AI-generated code in a secure and scalable GKE environment
Spanner

Spanner Tools

Interact with Spanner to retrieve data, search, and execute SQL
MCP Toolbox for Databases

MCP Toolbox for Databases

Connect over 30 different data sources to your agents
Vertex AI

Vertex AI RAG Engine

Perform private data retrieval using Vertex AI RAG Engine
Vertex AI

Vertex AI Search

Search across your private, configured data stores in Vertex AI Search