Unstructured · Gemini CLI
Add the Unstructured Transform MCP server to Gemini CLI
Turn PDFs, emails, images and scans into structured, AI-ready data by partitioning, enriching, chunking and embedding them.
1. Add the server
Run in your terminal
gemini mcp add --transport http unstructured https://mcp.transform.unstructured.io
Scopes, env vars, OAuth and limits: Gemini CLI MCP config guide
2. Sign in
Run /mcp auth <name> inside Gemini CLI to sign in to an OAuth server. Unstructured Transform is hosted by Unstructured, so there is nothing to install or keep updated.
3. Try it
Ask Gemini CLI for something Unstructured Transform can do. Turn PDFs, emails, images and scans into structured, AI-ready data by partitioning, enriching, chunking and embedding them. Approve the first tool call and check the result before allowing write actions automatically.
- · In settings.json, streamable HTTP servers use httpUrl, SSE servers use url, local servers use command.
- · includeTools and excludeTools limit which tools the model sees.
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FAQ
- How do I add the Unstructured Transform MCP server to Gemini CLI?
- Run: gemini mcp add --transport http unstructured https://mcp.transform.unstructured.io. Run /mcp auth <name> inside Gemini CLI to sign in to an OAuth server.
- Is this the official Unstructured Transform MCP server?
- Yes. It is published by Unstructured as io.unstructured/transform in the official MCP registry.
- Does the Unstructured Transform MCP server need an API key?
- It is a hosted server. Most hosted servers sign you in with OAuth the first time Gemini CLI uses them; check Unstructured's docs for any plan or permission requirements.
Links
Unstructured Transform in other clients
More ai & media for Gemini CLI
Work at Unstructured?
Feature Unstructured Transform across the directory and its category from $49/month.
Reviewed Oct 19, 2026. Command generated from the registry record and checked against Gemini CLI's documented syntax.