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Tools and Integrations for Agents - Agent Development Kit (ADK) Agent Development Kit (ADK)
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Tools and Integrations for Agents
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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. For information on submitting integrations to this catalog, see the Contribution Guide for Integrations.

Filter: All Code Connectors Data Evaluation Google MCP Observability Resilience Search
A2UI [A2UI]

A2UI

Generate rich, structured UIs from your agents using the Agent-to-UI protocol

ADK Connector [ADK Connector]

ADK Connector

Expose ADK agents as chatbots on popular messaging channels with cross-device session sync

Adspirer [Adspirer]

Adspirer

Create, manage, and optimize ad campaigns across Google, Meta, LinkedIn, and TikTok Ads

Aerospike [Aerospike]

Aerospike

Store sessions, memory, and artifacts for ADK agents on one Aerospike cluster

AG-UI [AG-UI]

AG-UI

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

Google Cloud Agent Identity [Google Cloud Agent Identity]

Google Cloud Agent Identity

Manage OAuth tokens and API keys for your agents

Google Cloud Agent Registry [Google Cloud Agent Registry]

Google Cloud Agent Registry

Discover and connect to AI Agents and MCP Servers

Agent Search [Agent Search]

Agent Search

Search across your private, configured data stores in Agent Search

AgentMail [AgentMail]

AgentMail

Create email inboxes for AI agents to send, receive, and manage messages

AgentOps [AgentOps]

AgentOps

Session replays, metrics, and monitoring for ADK agents

AgentPhone [AgentPhone]

AgentPhone

Make phone calls, send SMS, manage numbers, and build AI voice agents

Google Cloud API Registry [Google Cloud API Registry]

Google Cloud API Registry

Connect with Google Cloud services as MCP tools

Apigee API Hub [Apigee API Hub]

Apigee API Hub

Turn any documented API from Apigee API hub into a tool

Application Integration [Application Integration]

Application Integration

Link your agents to enterprise apps using Integration Connectors

Arize AX [Arize AX]

Arize AX

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

Asana [Asana]

Asana

Manage projects, tasks, and goals for team collaboration

Atlan [Atlan]

Atlan

Search, explore, and govern metadata, lineage, and business knowledge

Atlassian [Atlassian]

Atlassian

Manage issues, search pages, and update team content

Agent Threat Rules (ATR) [Agent Threat Rules (ATR)]

Agent Threat Rules (ATR)

Open detection rules that block prompt injection and tool-argument attacks in the ADK Runner

Bash Tool [Bash Tool]

Bash Tool

Execute bash commands within a secure, resource-limited local sandbox

BigQuery Agent Analytics Plugin [BigQuery Agent Analytics Plugin]

BigQuery Agent Analytics Plugin

In-depth agent analytics for behavior analysis and logging

BigQuery Tools [BigQuery Tools]

BigQuery Tools

Connect with BigQuery to retrieve data and perform analysis

Bigtable Tools [Bigtable Tools]

Bigtable Tools

Interact with Bigtable to retrieve data and execute SQL

CarsXE [CarsXE]

CarsXE

Decode VINs and license plates, and fetch vehicle specs, market value, history, and recalls

Cartesia [Cartesia]

Cartesia

Generate speech, localize voices, and create audio content

Chroma [Chroma]

Chroma

Store and retrieve information using semantic vector search

Cisco AI Defense [Cisco AI Defense]

Cisco AI Defense

Security guardrails to monitor or block agent prompts and tool calls

Google Cloud Trace [Google Cloud Trace]

Google Cloud Trace

Monitor, debug, and trace ADK agent interactions

Code Execution Tool with Agent Runtime [Code Execution Tool with Agent Runtime]

Code Execution Tool with Agent Runtime

Run AI-generated code in a secure and scalable environment

Code Execution [Code Execution]

Code Execution

Execute code and debug using Gemini models

Computer Use [Computer Use]

Computer Use

Operate computer user interfaces using Gemini models

Couchbase [Couchbase]

Couchbase

Query collections, explore schemas, and run SQL++ queries

Dapr [Dapr]

Dapr

Durable, long-running and self-recovering agents with human approvals and safe versioning

Data Agents [Data Agents]

Data Agents

Analyze data with AI-powered agents

Database Memory Service [Database Memory Service]

Database Memory Service

SQL-backed persistent memory for agents

Datadog [Datadog]

Datadog

Develop, evaluate, and monitor LLM applications

Daytona [Daytona]

Daytona

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

DBOS [DBOS]

DBOS

Resilient, scalable, long-running agents with human approvals and safe versioning

e2a [e2a]

e2a

Authenticated email gateway for AI agents with human-in-the-loop approval

ElevenLabs [ElevenLabs]

ElevenLabs

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

Enterprise Web Search [Enterprise Web Search]

Enterprise Web Search

Ground ADK agents with policy-compliant web search results

Environment Toolset [Environment Toolset]

Environment Toolset

Create local and custom compute environments for files, scripts, and code execution

Google Cloud Eventarc Tools [Google Cloud Eventarc Tools]

Google Cloud Eventarc Tools

Publish structured CloudEvents to message buses with schema validation

Agent Platform Express Mode [Agent Platform Express Mode]

Agent Platform Express Mode

Try development with Agent Platform services at no cost

Firestore Session Service [Firestore Session Service]

Firestore Session Service

Session state management for ADK agents using Firestore

Freeplay [Freeplay]

Freeplay

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

Future AGI [Future AGI]

Future AGI

Trace, evaluate, and improve ADK agents with the traceAI OpenTelemetry integration

Galileo [Galileo]

Galileo

End-to-end tracing, evaluation, and monitoring for ADK agents

Google Cloud Storage [Google Cloud Storage]

Google Cloud Storage

Access and perform operations on Google Cloud Storage buckets and objects

GitHub [GitHub]

GitHub

Analyze code, manage issues and PRs, and automate workflows

GitLab [GitLab]

GitLab

Perform semantic code search, inspect pipelines, manage merge requests

GKE Code Executor [GKE Code Executor]

GKE Code Executor

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

GoodMem [GoodMem]

GoodMem

Add persistent semantic memory to agents across conversations

Google Developer Knowledge [Google Developer Knowledge]

Google Developer Knowledge

Search Google's official developer documentation for code and guidance

Google Search [Google Search]

Google Search

Perform web searches using Google Search with Gemini

Grafana Cloud [Grafana Cloud]

Grafana Cloud

Query metrics, logs, traces, and manage dashboards, alerts, and incidents from Grafana Cloud

Hugging Face [Hugging Face]

Hugging Face

Access models, datasets, research papers, and AI tools

Knowledge Engine [Knowledge Engine]

Knowledge Engine

Perform private data retrieval using Knowledge Engine

LangWatch [LangWatch]

LangWatch

Observability, tracing, evaluation, and prompt optimization for ADK agents

Latitude [Latitude]

Latitude

Open-source observability and evaluation for ADK agents

Linear [Linear]

Linear

Manage issues, track projects, and streamline development

Mailgun [Mailgun]

Mailgun

Send emails, track delivery metrics, and manage mailing lists

Markifact [Markifact]

Markifact

Manage marketing operations across Google Ads, Meta, GA4, TikTok, and 15+ more platforms

MCP Toolbox for Databases [MCP Toolbox for Databases]

MCP Toolbox for Databases

Connect over 30 different data sources to your agents

Milvus [Milvus]

Milvus

Milvus-backed memory and RAG retrieval for ADK agents

MLflow AI Gateway [MLflow AI Gateway]

MLflow AI Gateway

Route LLM requests for multi-provider access with built-in governance

MLflow Scorers [MLflow Scorers]

MLflow Scorers

Use ADK evaluators as MLflow scorers for agent evaluation

MLflow Tracing [MLflow Tracing]

MLflow Tracing

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

MongoDB [MongoDB]

MongoDB

Query collections, manage databases, and analyze schemas

Monocle [Monocle]

Monocle

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

n8n [n8n]

n8n

Trigger automated workflows, connect apps, and process data

Notion [Notion]

Notion

Search workspaces, create pages, and manage tasks and databases

Google Cloud Parameter Manager [Google Cloud Parameter Manager]

Google Cloud Parameter Manager

Manage and retrieve runtime configuration parameters and secrets securely for ADK agents.

Paypal [Paypal]

Paypal

Manage payments, send invoices, and handle subscriptions

Perseus Vault Memory [Perseus Vault Memory]

Perseus Vault Memory

Add persistent, local, encrypted cross-session memory to ADK agents

Perseus Context [Perseus Context]

Perseus Context

Compile deterministic, workspace-aware context for ADK agents

Phoenix [Phoenix]

Phoenix

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

Pinecone [Pinecone]

Pinecone

Store data, perform semantic search, and rerank results

Postman [Postman]

Postman

Manage API collections, workspaces, and generate client code

Pub/Sub Tools [Pub/Sub Tools]

Pub/Sub Tools

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

Qdrant [Qdrant]

Qdrant

Store and retrieve information using semantic vector search

Redis [Redis]

Redis

Vector, hybrid, and SQL search plus session, memory, and semantic cache for agents

Reflect and Retry Plugin [Reflect and Retry Plugin]

Reflect and Retry Plugin

Automatically retry tool calls that fail

Respan [Respan]

Respan

Trace, debug, and monitor ADK agents with Respan observability

Restate [Restate]

Restate

Resilient agent execution and orchestration with durable sessions and human approvals

Google Cloud Secret Manager [Google Cloud Secret Manager]

Google Cloud Secret Manager

Retrieve secrets at runtime without exposing them to the LLM

Google Cloud Skill Registry [Google Cloud Skill Registry]

Google Cloud Skill Registry

Dynamically search, discover, and fetch remote Skills

Slack [Slack]

Slack

Run agents as bots that reply to mentions, DMs, and threads

Spanner Tools [Spanner Tools]

Spanner Tools

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

Sprites [Sprites]

Sprites

Persistent, stateful Linux sandboxes with checkpoint and restore for agent code execution

StackOne [StackOne]

StackOne

Connect agents to 200+ SaaS providers

Stripe [Stripe]

Stripe

Manage payments, customers, subscriptions, and invoices

Supermetrics [Supermetrics]

Supermetrics

Consume and analyze your real-time marketing, advertising, and CRM data

Synap [Synap]

Synap

Add persistent, cross-session long-term memory to ADK agents

Temporal [Temporal]

Temporal

Resilient, scalable agents, long-running agents and tools, human approvals, and safe versioning

Unstructured [Unstructured]

Unstructured

Parse PDFs, Office docs, images, and 40+ file types into structured, AI-ready data

W&B Weave [W&B Weave]

W&B Weave

Log, visualize, and analyze model calls and agent performance

Windsor.ai [Windsor.ai]

Windsor.ai

Query and analyze marketing, sales, and customer data from 325+ platforms

Zespan [Zespan]

Zespan

Agent reliability platform to trace, evaluate, and monitor ADK agents

ZoomInfo [ZoomInfo]

ZoomInfo

Find companies, enrich contacts, and surface go-to-market intelligence

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