RudderStack Transformation MCP for AI Agents

Securely connect your AI agents and chatbots (Claude, ChatGPT, Cursor, etc) with RudderStack Transformation MCP or direct API to create, update, delete, and manage data transformation scripts through natural language.

RudderStack Transformation logoRudderStack Transformation
Basic

RudderStack Transformation is an API for managing data transformations in your customer data pipelines. It helps automate the creation, update, and deletion of transformation scripts for streamlined data engineering.

12 Tools

Try RudderStack Transformation now

Type what you want done — sign in and watch it run live in the Tool Router playground.

TOOL ROUTER PLAYGROUND
RudderStack Transformation
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TOOLS

Supported Tools

Every RudderStack Transformation action and event your agent gets out of the box.

Create Library

Tool to create a library in RudderStack Transformation.

Create Transformation

Tool to create a RudderStack transformation.

Delete Transformation

Delete a published transformation by ID.

Get library by ID

Retrieves a single published library by its unique identifier.

Get Library Version

Tool to retrieve a single library version by library ID and version ID.

Get Transformation

Tool to retrieve a published transformation by its ID from RudderStack.

Get Transformation Version

Retrieve a single transformation revision by transformation ID and version ID.

List All Libraries

Tool to retrieve all published libraries for a workspace.

List Library Versions

Tool to get all library revisions for a library ID.

List All Transformations

Tool to retrieve all published transformations for a workspace.

List Transformation Versions

Tool to list all transformation versions (revisions) for a given transformation ID.

Update Transformation

Tool to update and optionally publish a RudderStack transformation.

SETUP GUIDE

Connect RudderStack Transformation MCP Tool with your Agent

1

Install Composio

typescript
npm install @composio/core ai @ai-sdk/openai @ai-sdk/mcp
Install the Composio SDK for Python or TypeScript
2

Initialize Client and Create Tool Router Session

typescript
import { Composio } from '@composio/core';

const composio = new Composio({ apiKey: 'your-api-key' });
const session = await composio.create('your-user-id');
console.log(`Tool Router session created: ${session.mcp.url}`);
Import and initialize the Composio client, then create a Tool Router session for RudderStack Transformation
3

Connect to AI Agent

typescript
import { openai } from '@ai-sdk/openai';
import { experimental_createMCPClient as createMCPClient } from '@ai-sdk/mcp';
import { generateText } from 'ai';

const client = await createMCPClient({
  transport: {
    type: 'http',
    url: session.mcp.url,
    headers: {
      'x-api-key': 'your-composio-api-key',
    },
  },
});

const tools = await client.tools();
const { text } = await generateText({
  model: openai('gpt-4o'),
  tools,
  messages: [{
    role: 'user',
    content: 'Update the "sanitize_emails" transformation to replace all numbers with X'
  }],
  maxSteps: 5,
});

console.log(`Agent: ${text}`);
Use the MCP server with your AI agent (Anthropic Claude or Mastra)
SETUP GUIDE

Connect RudderStack Transformation API Tool with your Agent

1

Install Composio

typescript
npm install @composio/openai
Install the Composio SDK
2

Initialize Composio and Create Tool Router Session

typescript
import OpenAI from 'openai';
import { Composio } from '@composio/core';
import { OpenAIResponsesProvider } from '@composio/openai';

const composio = new Composio({
  provider: new OpenAIResponsesProvider(),
});
const openai = new OpenAI({});
const session = await composio.create('your-user-id');
Import and initialize Composio client, then create a Tool Router session
3

Execute RudderStack Transformation Tools via Tool Router with Your Agent

typescript
const tools = session.tools;
const response = await openai.responses.create({
  model: 'gpt-4.1',
  tools: tools,
  input: [{
    role: 'user',
    content: 'List all transformations for workspace "marketing-pipeline"'
  }],
});
const result = await composio.provider.handleToolCalls(
  'your-user-id',
  response.output
);
console.log(result);
Get tools from Tool Router session and execute RudderStack Transformation actions with your Agent

Why Use Composio?

AI Native RudderStack Transformation Integration

  • Supports both RudderStack Transformation MCP and direct API based integrations
  • Structured, LLM-friendly schemas for reliable tool execution
  • Rich coverage for reading, writing, and querying your RudderStack Transformation data

Managed Auth

  • Built-in OAuth handling with automatic token refresh and rotation
  • Central place to manage, scope, and revoke RudderStack Transformation access
  • Per user and per environment credentials instead of hard-coded keys

Agent Optimized Design

  • Tools are tuned using real error and success rates to improve reliability over time
  • Comprehensive execution logs so you always know what ran, when, and on whose behalf

Enterprise Grade Security

  • Fine-grained RBAC so you control which agents and users can access RudderStack Transformation
  • Scoped, least privilege access to RudderStack Transformation resources
  • Full audit trail of agent actions to support review and compliance
FAQ

Frequently asked questions

Yes, RudderStack Transformation requires you to configure your own Basic Auth credentials. Once set up, Composio handles secure credential storage and authentication for you.

Yes! Composio's Tool Router enables agents to use multiple toolkits. Learn more.

Composio is SOC 2 and ISO 27001 compliant with all data encrypted in transit and at rest. Learn more.

Composio maintains and updates all toolkit integrations automatically, so your agents always work with the latest API versions.

Start with RudderStack Transformation.It takes 30 seconds.

Managed auth, hosted MCP servers, and every RudderStack Transformation tool your agent needs.Free to start.

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