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Agents that actually know your business

Airbyte connects to your tools and turns your business data into
living context. Every agent you build gets the full picture.

Support

Sales

Engineering

Finance

The problem

Every agent tool connects to your systems. None of them understand the relationships between them. Your customer isn't a Salesforce record, a Zendesk ticket, and a Stripe invoice. They're one person.

Your migration isn't a Linear ticket, a GitHub branch, and a Slack thread. It's one project. Until your agents see it that way, they'll keep giving you shallow answers.

THE SOLUTION

Meet the Context Store

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

the results

Better context. Faster Agents.

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

80%

less tokens on a single query
with the airbyte MCP.

40%

less tool calls compared with
native vendor mcPs.

90%

cost savings on multi-source
queries.
Benefits

What Airbyte unlocks for your agents

They see your business the way you do: every system, every record, in real time.

Your agent plugs into everything

Pre-built connectors to every tool your team already uses. CRM, support, billing, HR, plus the dev tools underneath. One-click setup with managed auth. No API keys, no webhooks, no maintenance. New connectors land every week.

Your agent knows your business

Every customer record, support ticket, pull request, invoice, and conversation. Synced, structured, and queryable in one place. Your agent doesn't fire off a dozen API calls on the fly and hope nothing breaks. It hits one knowledge layer that's always current. One query, not ten.

Your agent knows Sarah is Sarah

Sarah Chen in Salesforce. sarah@acme.com in Zendesk. Account #4821 in Stripe. The Context Store puts them side by side, so your agent can reason across all of them: joining records, following relationships, building the full picture. One person, one company, one record.

Your agent is never behind

Built on the same replication infrastructure 20% of the F500 trusts for production data pipelines. Your agent's data isn't a stale snapshot from last Tuesday. Updates flow in as they happen, so your agent acts on what's true right now.

How it works

One foundation, three ways to build

Turn any interface into an agent with full business context. Prompt Claude, ChatGPT, Cursor, and more through MCP, build custom agents with the SDK, or chat with our Automations builder. Every path starts with your data already connected, unified, and ready.

Airbyte Agents
Want ready-made agents?

Build without code in the Airbyte UI with the Automation Builder. Connect your tools, describe what you need, Airbyte Agents go to work.

Airbyte Agent MCP
Already using Claude or ChatGPT?

One connection gives Claude, Cursor, or any MCP client access to your full business data. Authenticated and always current.

Airbyte Agent SDK
Building your own agents?

One call to the Context Store from the Phyton SDK returns the full entity graph. Works with any framework.

Same Context Store powers all three.

Trusted by AI leaders and Innovators

Raman Singh

Tech Lead at Symend

"With our legacy framework, if one of the pipelines fails for one client, it will stop everything for the rest of our clients. But with Airbyte, things are run in parallel because of the platform’s distributed nature, which means that we can process multiple clients at the same time without impacting performance."

75%
reduction in sync times
$ 900K
in annual savings
Learn more

Sean Carver

Director of Data at PetDesk

"The real ROI is in our ability to iterate quickly, especially at our increasing scale. At the end of the day, you want a tool like that to just work. We can forget about it and know that it's configured and it's connecting and it's working. That hands-free capability is a big appeal for the platform.”

20+
data sources integrated and growing
+1
FTE engineer in productivity efficiency
85%+
reduction in  data source integration time
Learn more

Mondor La Grange

Head of BI and Data Engineering

"Unlike Fivetran's credit-based system that created budget uncertainty, Airbyte's pricing model allows Kuda to forecast expenses accurately and avoid surprise bills."

20+
data sources integrated and growing
+1
FTE engineer in productivity efficiency
85%+
reduction in  data source integration time
Learn more

Amy Zhao

Senior Manager of Data Engineering

"What's different from Stitch Data or Informatica is the way that we can configure Airbyte connections and Airbyte entities through code. That's a huge plus to us as data engineers, because we are used to checking code and being able to manage changes from Github."

3 to 1
reduction in data integrations solutions for reduced TCO
1
week Shopify and Stripe integration with Airbyte
Learn more

Franziska Ibscher

Product Manager at Drivepoint

"Without Airbyte, we'd be stitching together bespoke connectors for every integration, which would slow us down dramatically. With Airbyte, our AI features have fresh, reliable data to work with. Whether we're running automated financial models or powering AI agents that answer questions about a brand's business, none of it works without trustworthy data flowing in, and that's what Airbyte gives us."

75%
of customers increased profitability
6.7%
EBITDA increase for customers
Learn more

Nate Chambers

Chief Product Officer

"Airbyte Agents has massively accelerated our roadmap. What we thought would take 6+ months, we were testing in the first week of the beta program. They're shipping everything we need for agentic workflows, and launching new connections faster than we can build them into our product. The team is awesome, both technically and as humans. If you're building an AI product, you can stop rolling your own pipelines and start shipping."

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for developers

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",
   )

Managed Auth

OAuth, API keys, token refresh. Connect once, never think about auth again.

50+ Agent Connectors

Typed SDK with auto-complete. More connectors coming every week.

Context Store

Query across every connected system. One call, full business context.

Framework Agnostic

LangChain, CrewAI, LlamaIndex, Pydantic AI. No lock-in.

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 context-aware agents in minutes.

Connect your systems once. Every agent you build runs on the same unified data layer.