Agents

Agents with unlimited access and customizable deployment

Build agents in Airbyte directly, via SDK/CLI, or MCP server.

Trusted by 20% of the Fortune 500 and more

Delivers 239% ROI

Certified by

MCP

Turn your AI tools into business-aware agents.

Deploy the Agent Engine as an MCP server. Any MCP-compatible client becomes business-aware: Claude Code, Cursor, Windsurf, Codex, Claude Desktop, or ChatGPT. One install, read and write access across your stack, managed auth.

Your coding tools, now business-aware

Your coding assistant can now read Linear, Zendesk, GitHub, and Jira without leaving your editor. Engineering context meets business context. Ask Cursor to check if a customer has open issues before you close the ticket. Ask Claude Code to find all GitHub PRs touching the Salesforce integration.

Claude Desktop as your customer context dashboard

Turn your general-purpose AI tool into an ops-aware assistant. Same Claude, now connected to Salesforce, HubSpot, Stripe, Zendesk, and Gong. Ask it anything about your customers, deals, or pipeline. Get real answers from real data.

For agent builders

Build with the Agent SDK

Connect with the SDK, plug into your existing stack, and ship agents with full programmatic control.

auth = AirbyteAuthConfig(
   airbyte_client_id=os.environ["AIRBYTE_CLIENT_ID"],
   airbyte_client_secret=os.environ["AIRBYTE_CLIENT_SECRET"]
)

hubspot = HubspotConnector(auth_config=auth)
stripe = StripeConnector(auth_config=auth)

email = "customer@example.com"

# Search for the contact in HubSpot
contact = (await hubspot.contacts.context_store_search(
   query={"filter": {"eq": {"properties.email": email}}},
   limit=1
)).data[0]

# Search for the customer in Stripe
customer = (await stripe.customers.list(email=email, limit=1)).data[0]

# List subscriptions for that Stripe customer
subs = await stripe.subscriptions.list(customer=customer.id)

connector = LinearConnector(
 auth_config=AirbyteAuthConfig(    airbyte_client_id=os.getenv("AIRBYTE_CLIENT_ID"),
    airbyte_client_secret=os.getenv(
"AIRBYTE_CLIENT_SECRET),
   )
)

# Updated the model name to gpt-5.5
agent = Agent("openai:gpt-5.5", system_prompt="You have access to Linear.")

@agent.tool_plain  # assumes you're using Pydantic AI
@LinearConnector.tool_utils
async def linear_execute(
   
entity: str,
   
action: str,
   
params: dict | None = None,
):
   
return await connector.issues.create(
       
team_id="<your_team_id>",
       
title="My new issue",
       
description="Created via the Airbyte Agent SDK",
   )

THE SOLUTION

Meet the Context Store

Without context, agents make things up. Airbyte gives every agent a live, searchable index of your customers, deals, tickets, and conversations across your tools. Your agents stop guessing. They know.

Connect

ASK

ACt

600+ apps, connected in minutes

Authenticate once. Airbyte handles the sync, schema, and updates.

Find anything, across every tool

Search every connected system at once and get results tagged by source.

Ask a business question, get a cross-system answer

One prompt pulls context from Salesforce, Gong, Zendesk, and anywhere else you're connected.

Production-grade connectors for critical business systems

100+ open source connectors enable real-time fetch and write, with more shipping every week.

icon
Azure Blob Storage
Warehouses and Lakes
icon
BigQuery
Warehouses and Lakes
icon
Facebook Marketing
Marketing Analytics
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Github
Warehouses and Lakes
icon
Gitlab
Unstructured
icon
Google Analytics
Marketing Analytics
icon
Google Drive
Unstructured
icon
HubSpot
Analytics

Works with your favorite frameworks

Use the Salesforce connector with any AI agent framework.

LangChain

CrewAI

LlamaIndex

AutoGen

OpenAI Agents SDK

Claude Agents SDK

oss foundation

Built on the same OSS foundation that runs data for thousands of companies

Airbyte has been moving production data for thousands of companies since 2020. The same infrastructure that syncs 1.2M pipelines daily now powers every agent you build.

20%

of the F500 uses Airbyte

1.2M

Pipelines synced daily

600+

Data Replication Connectors

50+

Agent Connectors

$181M

Raised from top-tier investors

20K

Github stars

27K

Community members

7K

Companies use Airbyte

compliance

Enterprise ready

Compliant with standards

SOC 2 Type II certified, GDPR and HIPAA support, with tools to help you meet internal and external regulatory requirements.

Uptime & SLA Guarantees

24/7 support and 99.9% availability backed by contractual SLAs and priority response times for mission-critical workloads.

Join the community
to help make data integration a commodity!

1000+ contributors

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27k+ members

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We prioritize developer first documentation

Airbyte is committed to empowering builders to use the tooling of their choice. We've prepared documentation for Airbyte Agents that makes it easier than ever to start shipping.

Build production-grade agents today

Leverage the Context Store and Agent SDK for faster, more efficient agents. Deploy in Claude, ChatGPT, or whatever environment you prefer.