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Dataform MCP server

RemoteCan change dataNeeds an API key

Google's hosted MCP server for Dataform, the SQL pipeline tool for BigQuery. Each region has its own endpoint, and calls need an OAuth token with the BigQuery scope plus IAM roles such as Dataform Editor.

InstallChecked on Nov 13, 2026

What it does

Google's hosted MCP server for Dataform, the SQL pipeline tool for BigQuery. Each region has its own endpoint, and calls need an OAuth token with the BigQuery scope plus IAM roles such as Dataform Editor. An assistant can create workspaces, search and edit pipeline files, commit and push changes to Git, create repositories, manage workflow configurations and releases, compile code, start or cancel workflow runs, and dig into compilation results and run actions to find failures. Setup notes cover many clients.

Capabilities

  • Create workspaces and edit pipeline files
  • Commit and push changes to a Git provider
  • Manage workflow configurations and releases
  • Trigger or cancel workflow invocations
  • Inspect compilation results and failed actions

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