RudderStack

RudderStack MCP is the official Model Context Protocol server for RudderStack, the customer data pipeline platform, and it is built around debugging. An agent can investigate destination delivery errors and get root cause analysis, check warehouse upload status down to table level processing detail, stream live events to confirm data is flowing, and read workspace audit logs to see what configuration changed and who changed it. On the configuration side it lists every source and destination with their connections, inspects individual configurations, and reports event metrics such as volume, success and failure rates and latency. It also flags duplicate or near duplicate event names across sources, which is usually the first visible symptom of tracking drift. Governance tooling covers Tracking Plans, their event schemas, validation metrics and violations, plus the workspace Data Catalog of events and properties. Transformations are the one place the server writes. An agent can browse prebuilt templates, author transformation code, test it against sample events before anything is deployed, connect it to destinations and monitor its performance and latency. Sources and destinations stay read only and cannot be created or deleted through the server, which keeps the blast radius small. A documentation tool answers product questions with cited sources. It suits data and analytics engineers who spend their time working out why an event never reached a warehouse.