Concept #183Easyproduction-mlopsgoogle-adk

What are the 60+ pre-built integrations available in Google ADK? Categorize them by type.

#google-adk#integrations#tools#observability#databases#vector-search

Answer

Google ADK Pre-built Integrations (60+)

Google ADK offers 60+ pre-built integrations that connect agents to external tools, services, databases, and monitoring platforms.

Integration Categories

Communication & Media

IntegrationDescription
AgentMailEmail inboxes for AI agents
ElevenLabsSpeech generation and voice cloning
MailgunEmail delivery service
CartesiaAudio content generation

Code & Development

IntegrationDescription
GitHubCode analysis, issues, PRs, workflows
GitLabCode search, pipeline management
DaytonaSecure code execution in sandboxes
GKE Code ExecutorKubernetes-based code execution
Code ExecutionBuilt-in Gemini code execution

Data & Databases

IntegrationDescription
BigQuery ToolsData retrieval and analysis
BigQuery Agent AnalyticsAgent behavior analysis
MongoDBDatabase querying and schema management
Spanner ToolsSQL execution on Google Spanner
Bigtable ToolsNoSQL data retrieval
MCP Toolbox for DatabasesConnect 30+ data sources

Vector Search & Retrieval

IntegrationDescription
PineconeVector search
QdrantSemantic vector search
ChromaSemantic search storage
Vertex AI SearchPrivate data store searching
Vertex AI RAG EnginePrivate data retrieval
Hugging FaceModel and dataset access
Google SearchWeb search grounding

Observability & Monitoring

IntegrationDescription
AgentOpsSession replays, metrics, monitoring
Arize AXLLM debugging
GalileoTracing and evaluation
PhoenixOpen-source observability
MonocleTracing and debugging
MLflowOpenTelemetry trace ingestion
Google Cloud TraceAgent interaction monitoring
W&B WeaveModel call visualization

Business & Productivity

IntegrationDescription
AsanaProject/task management
AtlassianIssue management, content updates
LinearIssue tracking
NotionWorkspace search, database management
StripePayment/subscription management
PayPalPayment handling
n8nWorkflow automation

Cloud & Enterprise

IntegrationDescription
Apigee API HubTurn documented APIs into tools
Google Cloud API RegistryGoogle Cloud services as MCP tools
Application IntegrationEnterprise app connectors
StackOneAccess to 200+ SaaS providers

Specialized

IntegrationDescription
Computer UseOperate computer UIs via Gemini
GoodMemPersistent semantic memory
Reflect and RetryAutomatic tool call retry
PostmanAPI collection management
Windsor.aiMarketing/sales data analysis
SupermetricsReal-time advertising data
RestateDurable session orchestration

Development & UI

IntegrationDescription
AG-UIBuild interactive chat UIs with streaming
FreeplayAgent building and optimization
Vertex AI ExpressFree development tier

Using an Integration Example

python
from google.adk.agents import Agent

# Using Chroma for vector search
import chromadb
from google.adk.tools import google_search

agent = Agent(
    name="research_agent",
    model="gemini-2.5-flash",
    instruction="Research topics using web search.",
    tools=[google_search],
)

Learn more at All Integrations.

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