For developers

Ship Agents with full business context

Build agents with the Airbyte Agent SDK.

Built on the Replication engine trusted by thousands of companies

the SDK

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",
   )

Works with your favorite frameworks

Use the Salesforce connector with any AI agent framework.

LangChain

CrewAI

LlamaIndex

AutoGen

OpenAI Agents SDK

Claude Agents SDK

The 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, wit managed auth.

Your favorite coding tools, now connected to your stack

Your coding assistant can now read Linear, Zendesk, GitHub, and Jira without leaving your editor. 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.

Production-grade connectors for critical business systems

50+ open source Agent connectors, with more shipping every week.

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

Powered by 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.

the results

Better context. Faster agents.

From our open-source benchmarks comparing Airbyte Agents with native MCPs and APIs from Salesforce, Gong, Slack, Linear, and Zendesk.

80%

fewer tokens on a single query
with the airbyte MCP.

40%

fewer tool calls compared with
native vendor mcPs.

90%

cost savings on multi-source
queries.

Check out our 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.

Join the Airbyte Community today

1000+ contributors

Check out our GitHub repo.
Github

27k+ members

Join our Slack community.
Slack

YouTube

Check out our latest videos.
Youtube
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.

Build production-grade agents today

Leverage the Context Store and Agent SDK for faster, more efficient agents.