Tools and Integrations for Agents

Check out the following pre-built tools and integrations that you can use with ADK agents. For information on building custom tools, see Custom Tools.

AG-UI

Build interactive chat UIs with streaming, state sync, and agentic actions

AgentOps

Session replays, metrics, and monitoring for ADK agents

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

Arize AX

Production-grade observability, debugging, and improvement of LLM applications

Asana

Manage projects, tasks, and goals for team collaboration

Atlassian

Manage issues, search pages, and update team content

BigQuery Agent Analytics Plugin

In-depth agent analytics for behavior analysis and logging

BigQuery Tools

Connect with BigQuery to retrieve data and perform analysis

Bigtable Tools

Interact with Bigtable to retrieve data and execute SQL

Cartesia

Generate speech, localize voices, and create audio content

Chroma

Store and retrieve information using semantic vector search

Google Cloud Trace

Monitor, debug, and trace ADK agent interactions

Code Execution Tool with Agent Engine

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

Code Execution

Execute code and debug using Gemini models

Computer Use

Operate computer user interfaces using Gemini models

Data Agents

Analyze data with AI-powered agents

Daytona

Execute code, run shell commands, and manage files in secure sandboxes

ElevenLabs

Generate speech, clone voices, transcribe audio, and create sound effects

Vertex AI express mode

Try development with Vertex AI services at no cost

Freeplay

Use Freeplay to build, optimize, and evaluate AI agents with end-to-end observability

GitHub

Analyze code, manage issues and PRs, and automate workflows

GitLab

Perform semantic code search, inspect pipelines, manage merge requests

GKE Code Executor

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

Google Search

Perform web searches using Google Search with Gemini

Hugging Face

Access models, datasets, research papers, and AI tools

Linear

Manage issues, track projects, and streamline development

MCP Toolbox for Databases

Connect over 30 different data sources to your agents

MLflow

Ingest OpenTelemetry traces for agent runs, tool calls, and model requests

MongoDB

Query collections, manage databases, and analyze schemas

Monocle

Open-source observability, tracing, and debugging of LLM applications

n8n

Trigger automated workflows, connect apps, and process data

Notion

Search workspaces, create pages, and manage tasks and databases

Paypal

Manage payments, send invoices, and handle subscriptions

Phoenix

Open-source, self-hosted observability, tracing, and evaluation of LLM applications

Postman

Manage API collections, workspaces, and generate client code

Pub/Sub Tools

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

Qdrant

Store and retrieve information using semantic vector search

Reflect and Retry Plugin

Automatically retry tool calls that fail

Spanner Tools

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

Stripe

Manage payments, customers, subscriptions, and invoices

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

W&B Weave

Log, visualize, and analyze model calls and agent performance