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.

API Registry

Dynamically connect with Google Cloud services as MCP tools

Apigee API Hub

Turn any documented API from Apigee API hub into a tool

Application Integration

Link your agents to enterprise apps using Integration Connectors

BigQuery Tools

Connect with BigQuery to retrieve data and perform analysis

Bigtable Tools

Interact with Bigtable to retrieve data and execute SQL

Code Execution Tool with Agent Engine

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

Data Agents

Analyze data with AI-powered agents

Vertex AI express mode

Try development with Vertex AI services at no cost

GKE Code Executor

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

MCP Toolbox for Databases

Connect over 30 different data sources to your agents

Pub/Sub Tools

Publish, pull, and acknowledge messages from Google Cloud Pub/Sub

Spanner Tools

Interact with Spanner to retrieve data, search, and execute SQL

Vertex AI RAG Engine

Perform private data retrieval using Vertex AI RAG Engine

Vertex AI Search

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