Requirements
You will need:- A Grok account. To see if you have one, sign in to Grok. Sign up for Grok.
- Grok Build installed on your local development machine. To see if it is, from your terminal, run
grok --version. Install Grok Build.
Install the Transform MCP server
If you were able to install the Transform MCP server using the prompt above, skip ahead to parse your source files.-
From your terminal, register the Transform MCP server:
Can't connect over HTTP directly?
Use themcp-remoteproxy instead.The following steps require Node.js installed on your local development machine. To see if it is, in your terminal, runnode -vornode --version. Install Node.js.-
From your terminal, register the Transform MCP server using
mcp-remote: -
From your terminal, run the following command to authenticate:
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Authenticate in your browser, and then press
Ctrl + Cto return to your terminal prompt. Skip the next step in the main procedure; you’ve already authenticated the Transform MCP server.
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From your terminal, register the Transform MCP server using
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Authenticate with the Transform MCP server:
- Arrow down to the listing for
unstructured-transform [needs auth]and enteri. - Follow the on-screen directions to finish authenticating in your browser.
- Arrow down to the listing for
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Verify you are connected to the Transform MCP server:
Confirm that the server’s status is listed as
handshake OK. The Transform MCP server is ready for you to start using.
Parse your source files
Parsing requests have the following limits:- Each file must be of a supported file type.
- Each file must be 50 MB or less in size.
- Each request must have 10 files or fewer.
- Only 5 requests can be running at a time.
- After you install the Transform MCP server and start a Grok Build session, from your terminal, switch to the folder on your local machine that stores the files you want Transform to parse.
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Enter the following prompt:
As needed, adapt the phrase
in this projectin the preceding prompt to indicate a more specific project folder. Also, as needed, guide Grok Build as to where to write Transform’s output into the project. Transform parses your input files and delivers its results to you as a set of output files, one output file per input file.
Extract structured data
If you want to pull specific fields from your files, instead of converting the files in full, ask for an extraction. To determine what structured data Transform can extract from your files, use a prompt similar to the following:Next steps
- Control Transform file parsing output: Control how the Unstructured Transform MCP server instructs Transform to partition, enrich, chunk, and embed the data based on your files.
- Control Transform structured data extraction: Control how the Unstructured Transform MCP server extracts and formats structured data from your files.
- Control Transform generated sample code: Control how the Unstructured Transform MCP server generates sample curl or Python code that demonstrates how to use Transform to partition, enrich, chunk, and embed the data based on your files.
Questions? Need help?
- For technical support, request support.

