Unstructured Transform vs Docs-to-JSON
Unstructured Transform is no longer listed on any marketplace we read: these are its last known data, as of 2026‑10‑15.
Unstructured Transform is a plugin bundle for AI coding tools published by Unstructured. No marketplace we read lists it any more. Docs-to-JSON is an MCP server published by Alex-Dev-Web-C-DE. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-26. A plugin in this pair is no longer listed on any marketplace we read, so search engines are asked not to index the page.
Where each is published
| Marketplace | ||
|---|---|---|
| Community marketplace unstructured-io/unstructured-mcp-integrations | Removed on 2026-10-15 Version: 1.0.0 Forks (GitHub): 1 Stars (GitHub): 1 Not marked · First seen |
Not listed |
| Official MCP Registry | Not listed | Listed Version: 1.0.0 No figure published Not marked · First seen |
Each figure is the marketplace's own and is never added up across marketplaces. A marketplace that publishes no figure shows none: no number is not zero.
The facts side by side
| Fact | Unstructured Transformno longer listed · | Docs-to-JSON |
|---|---|---|
| Marketplaces that list it (differs) | 0 | 1 |
| Stars (GitHub) (differs) | 1 | No figure on GitHub |
| Forks (GitHub) (differs) | 1 | No figure on GitHub |
| Last release | Not published | Not published |
| Where it runs (differs) | Remote server (mcp.transform.unstructured.io) | Remote server (document-to-json-mcp.mcpize.run/mcp) |
| Transport | Streamable HTTP | Streamable HTTP |
| Tools it declares | Not published | Not published |
| Environment variables it asks for | Not published | Not published |
| Parts of the bundle (differs) | 3 | Not a bundle |
| Licence (differs) | Apache-2.0 | Not stated |
| Repository (differs) | github.com/unstructured-io/unstructured-mcp-integrations | github.com/alex-dev-web-c-de/document-to-json-mcp |
| Changes in the last 7 days | 0 | 0 |
| First seen | 2026-10-14 | 2026-10-14 |
| Endpoint at the last check (differs) | no remote endpoint we check | Responded 12 h ago |
Lines where the two differ have a tinted background and bold values. No value is marked better or worse: a plugin no marketplace lists any more is shown with its last known data, which we do not rank against current figures.
What to use instead of Unstructured Transform
Plugins still listed whose own names, descriptions, tools and skills are closest in meaning to it. Comparable, not endorsed.
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Convert PDFs and other documents to structured formats via Docling, for AI applications.
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packforai-mcp io.github.zymsj8j9z9-ship-it/packforai-mcp
Convert PDF, DOCX, XLSX, CSV, JSON into clean, AI-ready Markdown via the PackForAI API.
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PDF to Markdown & Document Parser
Convert PDF, Word, Excel and scanned documents to Markdown, tables and RAG chunks. OCR.
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High-fidelity PDF to structured Markdown conversion and document field extraction.
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Errandkit PDF to Markdown, Tables & RAG Chunks
PDF, DOCX and scans to Markdown, CSV tables and RAG chunks with OCR. Runs on Apify.
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ClicheFactory Document Intelligence
Extract structured JSON from PDFs, images, DOCX, XLSX, CSV, EML attachments, and DSPy pipelines.
What each says it does
Unstructured Transform
Turn any file — PDF, spreadsheet, scan, email, 60+ formats — into clean, agent-ready structured data (Markdown or JSON) without leaving your editor.
Docs-to-JSON
Convert documents to structured JSON (invoices, receipts, contracts) in 2 seconds
How to run each
Unstructured Transform
No data for an automatic command: what its marketplaces declare does not say unambiguously how to connect it.
Docs-to-JSON As a remote MCP server
claude mcp add --transport http document-to-json-mcp https://document-to-json-mcp.mcpize.run/mcpCommands built only from what the marketplaces declare; the full set for every client is on each card.
Only Docs-to-JSON has a remote endpoint we check. How we check endpoints
Tools each declares
Neither one's marketplaces publish a list of tools, so there is nothing to compare.
Settings each asks for
Neither one's marketplaces publish the settings it asks for.
What it can do: Unstructured Transform · What it can do: Docs-to-JSON · Compare two other plugins
Data comes from public marketplace files in GitHub repositories of their authors. Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.