Lists published transformations and libraries, creates and publishes new code, and walks back through revision history on request.
12actions available
Every action runs live through MCP. Nothing to build, nothing to maintain.
Ayro creates a new RudderStack transformation to process and enrich incoming event data. Your team can deploy new data pipelines without rebuilding the entire configuration.
Ayro modifies and publishes an existing RudderStack transformation to fix data issues or add logic. Support can now update transformations and apply changes immediately without a deployment cycle.
Ayro retrieves all published transformations in a RudderStack workspace. Your agent can see what transformations exist and locate the right one for troubleshooting.
Each card is one request a support team gets, and the RudderStack Transformation actions Ayro runs to close it.
Ayro lists every published transformation and library in the workspace and opens a specific one by ID, so a question about what touches an event stream has a direct answer.
Ayro creates the transformation unpublished by default, holds shared logic in a reusable JavaScript or Python library, and publishes the code once it has been reviewed.
Ayro lists the revisions for a transformation or library and retrieves a specific version, so a pipeline change that broke something can be compared against the version that worked.
Ayro pulls up the transformation to confirm what it does and which events it touches, then deletes the published version once someone has agreed it can go.
How it works
Connect once, then just ask. There is no workflow builder to learn and nothing to maintain — Ayro reads the RudderStack Transformation actions it has and picks the ones a request needs.
Authorize the RudderStack Transformation account your team already uses — one consent screen, no API keys, no mapping tables. Ayro can only do what you granted that account, and you can disconnect it at any time.
Describe the job the way you would hand it to a teammate. Ayro maps it to the RudderStack Transformation actions that close it and chains as many as the request needs.
The agent runs the actions inside the conversation the customer is already in, so nobody copies data between tabs and your team can take over at any point.
Get started freeRudderStack Transformation · Ayro
What can you do in RudderStack Transformation without me setting anything up?
These, right away:
Great, let's start with the first one.
FAQ
Setup, permissions, and the limits of what Ayro can do inside RudderStack Transformation.
No. Create Transformation defaults to publish=false, which means the transformation exists but is not available to event traffic. It only starts running once it is published, which Update Transformation does after someone has read the code.
All 12 actions your agent can call on RudderStack Transformation, straight from the live MCP connection.
Create a library in RudderStack Transformation.
Create a RudderStack transformation.
Delete a published transformation by ID.
Retrieves a single published library by its unique identifier.
Retrieve a single library version by library ID and version ID.
Retrieve a published transformation by its ID from RudderStack.
Retrieve a single transformation revision by transformation ID and version ID.
Retrieve all published libraries for a workspace.
Get all library revisions for a library ID.
Retrieve all published transformations for a workspace.
List all transformation versions (revisions) for a given transformation ID.
Update and optionally publish a RudderStack transformation.
Same connection, same setup. Pick the next one your team already uses.
Pauses a step for a set interval through Bench's single Sleep action, pacing a run of calls instead of firing them at once.
Starts builds on a chosen workflow and branch, reads build history, updates variable groups, and clears application caches without opening the dashboard.
Stands up a form with its notification and webhook settings, pages through its submissions, and retires it when it is finished.
Checks ingestion status, builds filtered views and preset alerts, writes exclusion rules to hold down index cost, and rotates API keys and member roles.
Pulls full incident detail, updates status and severity as things develop, and tracks the action items an incident leaves behind.
Checks the 2Captcha balance, submits a CAPTCHA as a solving task, and reports solutions the target site rejected.

Authorize the account and your agent has all 12 actions from the first conversation.
