Live 93 Actions

Airbyte MCP Server
for AI Agents

Q: What AI frameworks and AI clients does the StackOne Airbyte MCP server support?

The StackOne Airbyte MCP server supports both. MCP clients (paste-and-go apps): Claude Desktop, Claude Code, Cursor, VS Code, Goose. Agent frameworks (code SDKs you build with): OpenAI Agents SDK, Anthropic, Vercel AI, Google ADK, CrewAI, Pydantic AI, LangChain, LangGraph, Azure AI Foundry.

Connect your AI agent to StackOne's Airbyte MCP server and give it 93 MCP tools out of the box. Auth, tool execution, and security all managed.

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Airbyte MCP Server

Built by

StackOne

Coverage

93 Agent Actions

Agents can read, write, delete and run operations in Airbyte. Extend your agent's capabilities with custom actions.

MCP Actions → Build Actions →

Authentication

Agent Tool Authentication

Per-user OAuth in one call. Your Airbyte MCP server gets session-scoped tokens with zero credentials stored on your infra.

Agent Auth →

Security

Agent Protection

Every Airbyte tool response scanned for prompt injection in milliseconds, with 88.7% accuracy, all running on CPU.

Prompt Injection Defense →

Performance

Max Agent Context. Min Cost.

Free up to 96% of your agent's context window to enhance reasoning and reduce cost, on every Airbyte call.

Tools Discovery →

What is the Airbyte MCP Server?

A Airbyte MCP server lets AI agents read and write Airbyte data through the Model Context Protocol, Anthropic's open standard for connecting LLMs to external tools. StackOne's Airbyte MCP server ships with 93 pre-built actions, fully extensible via the Connector Builder, plus managed authentication, prompt injection defense, observability, and agent execution runtime. Connect it from MCP clients like Claude Desktop, Claude Code, Cursor, Goose, and VS Code, or from agent frameworks like OpenAI Agents SDK, LangChain, and Vercel AI SDK.

All Airbyte MCP Tools

Every StackOne action for Airbyte, ready for your agent. Read, write, delete and run operations, scoped to exactly what you need.

Applications

Create Application
Create an API application for the connected user
List Applications
List the API applications belonging to the connected user
Get Application
Get one API application by id
Delete Application
Delete an API application

Connections

Create Connection
Create a connection between an Airbyte source and destination
List Connections
List the Airbyte connections
Get Connection
Get one Airbyte connection by id
Update Connection
Update an Airbyte connection
Delete Connection
Delete an Airbyte connection

Declarative Source Definitions

Create Declarative Source Definition
Create a no-code declarative source definition in a workspace
List Declarative Source Definitions
List the no-code declarative source definitions in a workspace
Get Declarative Source Definition
Get one declarative source definition by id
Update Declarative Source Definition
Update a declarative source definition manifest
Delete Declarative Source Definition
Delete a declarative source definition

Destination Definitions

Create Destination Definition
Register a custom destination connector definition in a workspace
List Destination Definitions
List the destination connector definitions available in a workspace
Get Destination Definition
Get one destination connector definition by id
Update Destination Definition
Update a custom destination connector definition
Delete Destination Definition
Delete a custom destination connector definition

Destinations

Create Destination
Create a destination in an Airbyte workspace
List Destinations
List the configured Airbyte destinations
Get Destination
Get one Airbyte destination by id
Update Destination
Partially update an Airbyte destination
Delete Destination
Delete an Airbyte destination

Unified Groups

List Unified Groups
List unified groups in an Airbyte organization.
Get Unified Group
Get a unified Airbyte group by ID.

Unified Organizations

List Unified Organizations
List unified organizations in Airbyte.
Get Unified Organization
Get a unified Airbyte organization by ID.

Unified Roles

List Unified Roles
List unified roles (Airbyte permission types) in Airbyte.
Get Unified Role
Get a unified Airbyte permission type by ID.

Unified Users

List Unified Users
List unified users in an Airbyte organization.
Get Unified User
Get a unified Airbyte user by ID.

Jobs

List Jobs
List Airbyte sync and reset jobs
Get Job
Get one Airbyte job by id

Organization OAuth Credentials

Set Organization OAuth Credentials
Override the OAuth app credentials used by a connector type across an organization
Delete Organization OAuth Credentials
Remove an organization OAuth credential override

Permissions

Create Permission
Grant an Airbyte user a role in an organization or workspace
List Permissions
List the role permissions held by an Airbyte user
Get Permission
Get one Airbyte permission by id
Update Permission
Change the role on an existing Airbyte permission
Delete Permission
Revoke an Airbyte permission

SCIM Users

Create SCIM User
Provision a new user into the organization over SCIM
List SCIM Users
List the SCIM user mappings in the organization
Get SCIM User
Get one SCIM user mapping by id
Delete SCIM User
Deprovision a user over SCIM

SCIM Groups

Create SCIM Group
Create a SCIM group in the organization
List SCIM Groups
List the SCIM groups in the organization
Get SCIM Group
Get one SCIM group by id
Delete SCIM Group
Delete a SCIM group

SCIM Resource Types

List SCIM Resource Types
List the resource types the SCIM service supports
Get SCIM Resource Type
Get one SCIM resource type by id

SCIM Schemas

List SCIM Schemas
List the SCIM schemas the service supports
Get SCIM Schema
Get one SCIM schema by URN

Source Definitions

Create Source Definition
Register a custom source connector definition in a workspace
List Source Definitions
List the source connector definitions available in a workspace
Get Source Definition
Get one source connector definition by id
Update Source Definition
Update a custom source connector definition
Delete Source Definition
Delete a custom source connector definition

Sources

Create Source
Create a source in an Airbyte workspace
List Sources
List the configured Airbyte sources
Get Source
Get one Airbyte source by id
Update Source
Partially update an Airbyte source
Delete Source
Delete an Airbyte source

Workspaces

Create Workspace
Create an Airbyte workspace
List Workspaces
List the Airbyte workspaces the connected user can access
Get Workspace
Get one Airbyte workspace by id
Update Workspace
Update an Airbyte workspace
Delete Workspace
Delete an Airbyte workspace

Workspace OAuth Credentials

Set Workspace OAuth Credentials
Override the OAuth app credentials used by a connector type in a workspace
Delete Workspace OAuth Credentials
Remove a workspace OAuth credential override

Other (18)

List Connector Definitions
List the connector definitions available for sources or destinations
Get Embedded Widget Token
Get a short-lived token for the Airbyte Embedded widget
Get Health Check
Check that the Airbyte API is reachable
Get Unified Credentials
Get the current Airbyte connection's unified credentials and identity.
List Organizations
List the Airbyte organizations the connected user belongs to
List Regions
List the regions available to an Airbyte organization
Get SCIM Service Provider Config
Get the SCIM features this Airbyte organization supports
Get Stream Properties
Discover the streams a source exposes and the sync modes they support
List Users
List the members of an Airbyte organization
Replace Destination
Replace an Airbyte destination in full
Trigger Job
Trigger a sync, reset, refresh or clear job on a connection
Cancel Job
Cancel a running Airbyte job
Replace SCIM User
Replace a SCIM user mapping in full
Patch SCIM User
Apply partial SCIM changes to a user
Replace SCIM Group
Replace a SCIM group in full
Patch SCIM Group
Apply partial SCIM changes to a group
Replace Source
Replace an Airbyte source in full
Initiate Source OAuth
Start the OAuth consent flow for a source connector

Set Up Your Airbyte MCP Server in Minutes

One endpoint. Any framework. Your agent is talking to Airbyte in under 10 lines of code.

MCP Clients

Agent Frameworks

Claude Desktop-

JSON

Claude Desktop Docs

{
  "mcpServers": {
    "stackone": {
      "command": "npx",
      "args": [
        "-y",
        "mcp-remote@latest",
        "https://api.stackone.com/mcp?x-account-id=<account_id>",
        "--header",
        "Authorization: Basic <YOUR_BASE64_TOKEN>"
      ]
    }
  }
}

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Platform Resources

Comparing BM25, TF-IDF, and Hybrid Search for MCP Tool Discovery

Benchmarking BM25, TF-IDF, and hybrid search for MCP tool discovery across 916 tools. The 80/20 TF-IDF/BM25 hybrid hits 21% Top-1 accuracy in under 1ms.

10 min

Indirect Prompt Injection Defense for MCP Tools: A Technical Guide

MCP tools that read emails, CRM records, and tickets are indirect prompt injection vectors. Here's how we built a two-tier defense that scans tool results in ~11ms.

12 min

MCP vs A2A: Architecture, Security, and When to Use Each

MCP vs A2A: what each protocol standardizes, how they differ, the security risks they share, and when to use one, both or a hybrid.

12 min

MCP vs API: What Hundreds of Connector Builds Taught Us

MCP wraps APIs, it doesn't replace them. After building hundreds of connectors that serve both, here's when each approach wins.

14 min read

Airbyte MCP Server FAQ

Does StackOne have a Airbyte MCP server?

Yes. StackOne offers a managed Airbyte MCP server with 93 pre-built actions, and every action is tested and QA'd by StackOne. Connect it to Claude, Cursor, and any other MCP client, or to any agent framework through the AI Action SDK. It ships with managed agent authentication, prompt injection defense, and tool discovery with server-side execution that preserve your agent's context window and keep reasoning performance.

Airbyte MCP server vs direct API integration: what's the difference?

A Airbyte MCP server and direct API integration serve different use cases. Direct API integration is for software-to-software work, where backend code calls Airbyte. A Airbyte MCP server is for AI agents that discover and call Airbyte at runtime, such as MCP clients like Claude and Cursor, plus framework agents built with OpenAI, LangChain, or Vercel AI. StackOne provides both.

How does Airbyte authentication work for AI agents?

Airbyte authentication for AI agents works through a StackOne Connect Session. Create one via the dashboard or the SDK to get an auth link and ready-to-paste config for Claude Desktop, Cursor, and other MCP clients. Your user authenticates their own Airbyte account; StackOne handles token exchange, storage, and refresh. Credentials never reach the LLM, and each user is isolated via origin_owner_id.

Are Airbyte MCP tools vulnerable to prompt injection?

Yes. Airbyte MCP tools can be vulnerable to indirect prompt injection. Any tool that reads user-written content, such as documents, messages, tickets, records, or free-text fields, is a potential vector. StackOne Defender scans every tool response before it enters the agent's context. It runs regex patterns in ~1ms, then a MiniLM classifier in ~4ms. Accuracy is 88.7%, and it runs entirely on CPU.

What is the context bloat of a Airbyte agent and how do I avoid it?

Context bloat happens when Airbyte tool schemas and API responses eat your Airbyte agent's memory, preventing it from reasoning effectively. A single Airbyte query can return a massive JSON response, and connecting multiple tools compounds the problem. Tools Discovery reduces it by loading only the tools relevant to each query.

Can I limit which actions my Airbyte agent can access?

Yes. You can limit which actions your Airbyte agent can access directly from the StackOne dashboard. Toggle actions on or off, or restrict them to specific accounts, with no code changes to your agent. Session tokens can be scoped to exact actions so if one leaks, exposure stays contained.

Can I create custom agent actions for my Airbyte MCP server?

Yes. You can create custom agent actions for your Airbyte MCP server using Connector Builder. It's an integration agent your coding assistant (Claude Code, Cursor, or Copilot) can invoke to research Airbyte's API, generate production-ready connector YAML, test against the live API, and validate before you ship.

When should I NOT use a Airbyte MCP server?

Skip a Airbyte MCP server if your integration is purely software-to-software, because direct Airbyte API integration is simpler when no AI agent is involved. For deterministic, compliance-critical operations (financial transactions, regulatory reporting), direct API gives you predictable behavior without agent-driven decision-making. MCP shines when AI agents need to dynamically discover and call Airbyte actions at runtime.

What AI frameworks and AI clients does the StackOne Airbyte MCP server support?

The StackOne Airbyte MCP server supports both. MCP clients (paste-and-go apps): Claude Desktop, Claude Code, Cursor, VS Code, Goose. Agent frameworks (code SDKs you build with): OpenAI Agents SDK, Anthropic, Vercel AI, Google ADK, CrewAI, Pydantic AI, LangChain, LangGraph, Azure AI Foundry.

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Airbyte MCP Serverfor AI Agents