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Unstructured Transform

By Unstructured-IO

Turn documents into structured, AI-ready data by parsing, enriching, chunking, and embedding.

unstructured-mcp-integrations

Integration templates and runnable examples for the Unstructured Transform MCP
server
across registries, marketplaces, and agent frameworks. This is the
canonical, public home for these integrations.

What Transform MCP is

Transform MCP turns any file into agent-ready data, called directly from your
agent session with no separate pipeline to wire up. Drop in a PDF, spreadsheet,
scan, or email and get back partitioned, enriched, chunked, and embedded output
ready for RAG, vector stores, or agent memory. 60+ formats, one call.

Connection reference

Field Value
Endpoint https://mcp.transform.unstructured.io
Transport Remote, streamable-HTTP (connect directly, or via npx mcp-remote for clients without native remote-MCP support)
Tools request_file_upload_url, start_transform_job, start_extraction_job, suggest_extraction_schema_for_file, check_job_status, get_job_results
Docs https://docs.unstructured.io/transform/overview
Support mcp-support@unstructured.io
Security https://trust.unstructured.io

Integrations

One folder per integration under transform/. Copy
_template/ to add one. This table is the index of what exists and
where each one stands.

Integration Category Auth Status Owner
Cline marketplace OAuth / API key Not started @simoncoombes
Vercel AI SDK agent-framework API key Not started @mikedownesdev
Cursor marketplace OAuth / API key Not started @ctrahey
Grok Build marketplace OAuth Not started @nisha-pm

Adding an integration

See CONTRIBUTING.md. In short: copy _template/ into
transform/<name>/, fill in the README, example, assets, and meta.yaml, then
open a PR.