Connect Rudderstack Transformation to AI agents

Connect Rudderstack Transformation to Claude, Codex, Cursor, or other AI agents for your entire team. Metorial security, governance, observability, and gives your team a unified Magic MCP url to connect.

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Supported Tools

Tools13Triggers1

get_library

Get Library

Retrieve a specific reusable code library by its ID. Returns the library's code, importName, version, and metadata.

create_library

Create Library

Create a new reusable code library in RudderStack. Libraries are modular JavaScript or Python functions that can be imported into transformations via their auto-generated **importName** (camelCase of the library name).

list_library_versions

List Library Versions

List all version revisions of a specific library. Each update to a library creates a new revision. Use this to view version history and find a specific version ID for rollback via the **Publish** tool.

publish

Publish

Publish specific versions of transformations and/or libraries in a single operation. This makes the selected versions live for incoming event traffic. Use **List Transformation Versions** or **List Library Versions** to find the version IDs you want to publish. This is also the mechanism for rolling back to a previous version.

update_transformation

Update Transformation

Update an existing RudderStack transformation. You can modify the name, code, description, and optionally publish the updated version. Each update creates a new revision, preserving the full version history. Set **publish** to true to make the updated code live for incoming event traffic.

list_libraries

List Libraries

List all reusable code libraries in the workspace. Returns each library's metadata including name, importName, language, and timestamps. Does not include the full code — use **Get Library** to retrieve the code for a specific library.

delete_library

Delete Library

Delete a reusable code library by its ID. The library will be removed, but all its version revisions are permanently preserved.

update_library

Update Library

Update an existing reusable code library. You can modify the code, description, and optionally publish the updated version. Each update creates a new revision. Set **publish** to true to make the updated code live.

delete_transformation

Delete Transformation

Delete a RudderStack transformation by its ID. The transformation will be removed, but all its version revisions are permanently preserved and not deleted.

list_transformation_versions

List Transformation Versions

List all version revisions of a specific transformation. Each update to a transformation creates a new revision. Use this to view version history and find a specific version ID for rollback via the **Publish** tool.

list_transformations

List Transformations

List all transformations in the workspace. Returns each transformation's metadata including name, language, version, and timestamps. Does not include the full code — use **Get Transformation** to retrieve the code for a specific transformation.

get_transformation

Get Transformation

Retrieve a specific RudderStack transformation by its ID. Returns the transformation's current code, version, language, description, and metadata.

create_transformation

Create Transformation

Create a new RudderStack transformation function. Transformations are custom JavaScript or Python functions that convert event data into destination-specific formats in real-time. When **publish** is false (default), the transformation is created as a draft and cannot be connected to destinations. Set **publish** to true to make it live for incoming event traffic and optionally connect destinations.

More integrations teams use with Rudderstack Transformation

GitHub

Manage repositories, issues, and pull requests. Create and configure branches, star repositories, review code, and merge changes. Automate CI/CD workflows with GitHub Actions, manage workflow runs, secrets, and artifacts. Track issues with labels, milestones, and assignees. Search across code, repositories, issues, and users. Manage organizations, teams, and memberships. Create and manage projects, gists, packages, deployments, and environments. Access security alerts including code scanning, secret scanning, and Dependabot alerts. Read and write file contents in repositories. Manage webhooks, notifications, and codespaces.

Sharepoint

Manage SharePoint sites, document libraries, lists, and files. Create, read, update, and delete lists and list items with custom columns. Upload, download, move, copy, and version files in document libraries. Search across sites, files, folders, lists, and list items using Microsoft Search. Manage permissions at site, list, and item levels with granular access control. Define and manage content types and site columns. Subscribe to webhooks for list and library change notifications. Retrieve site properties and search for sites across Microsoft 365.

Salesforce

Manage CRM data including Accounts, Contacts, Leads, Opportunities, Cases, and custom objects. Create, read, update, and delete records. Query data using SOQL and search across objects using SOSL. Perform bulk data operations for large-scale imports, exports, and migrations. Execute composite requests to batch multiple operations in a single API call. Access analytics, reports, and dashboards. Manage files and attachments associated with records. Interact with Chatter feeds, posts, and groups for social collaboration. Subscribe to real-time change events via Change Data Capture and Platform Events. Manage org metadata including custom objects, fields, layouts, and workflows. Query data using GraphQL for precise data retrieval across related objects.

Airtable

Create, read, update, and delete records in Airtable bases and tables. Manage base schemas including creating tables and fields. Filter records using formulas, sort by fields, and scope queries to specific views. Upsert records to find, create, or update in a single call. Upload attachments to records, read and write record comments, list accessible bases, and receive real-time base change events through webhooks.

Bitbucket

Manage Git repositories, pull requests, and CI/CD pipelines on Bitbucket Cloud. Create, fork, and configure repositories within workspaces and projects. Create, review, approve, merge, and decline pull requests with inline code comments. Browse source code, list commits, and manage branches and tags. Track issues with the built-in issue tracker. Trigger, monitor, and manage Bitbucket Pipelines. List workspace members, configure repository default reviewers and branch restrictions, create and manage repository webhooks, and search code across repositories.

Heroku

Deploy, manage, and scale applications on Heroku's cloud platform. Create and configure apps, scale dynos, provision add-ons (databases, caching, etc.), manage configuration variables, build and release code, add custom domains and SSL certificates, manage collaborators and team permissions, configure pipelines for continuous delivery, set up log drains, and sync data with Salesforce via Heroku Connect. Subscribe to webhooks for real-time notifications on app changes, builds, releases, dyno lifecycle events, and more.

Technical notes for Rudderstack Transformation

Manage RudderStack event data transformations and reusable code libraries programmatically. Create, read, update, and delete custom JavaScript or Python transformation functions that convert event data into destination-specific formats in real-time. Publish transformations with version control and rollback support, manage reusable code libraries, securely store credentials and secrets, test transformations against sample or live event payloads, and automate deployment via CI/CD. Supports connecting transformations to destinations for Event Streams and Reverse ETL pipelines.

Connect Rudderstack Transformation to production AI agents

See how Metorial gives Rudderstack Transformation access the governance, tracing, and security controls teams need.

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Frequently asked questions

Common questions about connecting Rudderstack Transformation to AI agents with Metorial.

  1. Can Metorial connect Rudderstack Transformation to AI agents?
    Yes. Metorial connects AI agents to Rudderstack Transformation through a governed integration layer, so teams can use the provider while keeping access controlled and observable.
  2. Metorial is MCP compatible and lets teams expose approved provider tools to MCP-capable agents and clients through a controlled access layer.
  3. Metorial applies policies across users, groups, providers, agents, and individual tools, then records the context around every agent interaction.
  4. Yes. Metorial records provider activity so teams can inspect tool calls, troubleshoot integrations, and give security teams the visibility they need.