Comparison

Unstructured Transform vs io.github.LunarPerovskite/docalyze

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. io.github.LunarPerovskite/docalyze is an MCP server published by LunarPerovskite. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-29. 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

Where each is published
Marketplace	Unstructured Transform	io.github.LunarPerovskite/docalyze
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 2026-10-14	Not listed
Official MCP Registry	Not listed	Listed Version: 0.2.1 Downloads/month (PyPI): 210 Downloads/week (PyPI): 42 Forks (GitHub): 0 Stars (GitHub): 0 Not marked · First seen 2026-10-11

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

Unstructured Transform vs io.github.LunarPerovskite/docalyze
Fact	Unstructured Transformno longer listed · 2026-10-15	io.github.LunarPerovskite/docalyze
Marketplaces that list it (differs)	0	1
Stars (GitHub) (differs)	1	0
Forks (GitHub) (differs)	1	0
Last release	Not published	Not published
Where it runs (differs)	Remote server (mcp.transform.unstructured.io)	On your machine (docalyze-mcp-server)
Transport (differs)	Streamable HTTP	stdio
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/lunarperovskite/docalyze-mcp-server
Changes in the last 7 days	0	0
First seen (differs)	2026-10-14	2026-10-11

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.

Docling MCP

Convert PDFs and other documents to structured formats via Docling, for AI applications.

by docling-project · MCP server

Listed on: Official MCP Registry, PyPI (MCP servers) · Describes nearly the same job
packforai-mcp io.github.zymsj8j9z9-ship-it/packforai-mcp

Convert PDF, DOCX, XLSX, CSV, JSON into clean, AI-ready Markdown via the PackForAI API.

by zymsj8j9z9-ship-it · MCP server

Listed on: Official MCP Registry · Describes nearly the same job
PDF to Markdown & Document Parser

Convert PDF, Word, Excel and scanned documents to Markdown, tables and RAG chunks. OCR.

by fernandoguiraud16-coder · MCP server

Listed on: Official MCP Registry · Describes nearly the same job
AnythingMD

Convert PDFs, Office files, spreadsheets and images to clean Markdown, sized for agent context.

by anythingmd.com · MCP server

Listed on: Official MCP Registry · Describes nearly the same job
Brainiall Documents

High-fidelity PDF to structured Markdown conversion and document field extraction.

by brainiall.com · MCP server

Listed on: Official MCP Registry · Describes nearly the same job
Errandkit PDF to Markdown, Tables & RAG Chunks

PDF, DOCX and scans to Markdown, CSV tables and RAG chunks with OCR. Runs on Apify.

by errandkit.com · MCP server

Listed on: Official MCP Registry · Describes nearly the same job

Its card, with similar plugins by marketplace

What each says it does

Unstructured Transform

In its own words, on Community GitHub marketplaces:

Turn any file — PDF, spreadsheet, scan, email, 60+ formats — into clean, agent-ready structured data (Markdown or JSON) without leaving your editor.

io.github.LunarPerovskite/docalyze

In its own words, on Official MCP Registry:

Read and analyze local documents (PDF, Excel, CSV, Word, PowerPoint, images). No API keys needed.

How to run each

Unstructured Transform

No data for an automatic command: what its marketplaces declare does not say unambiguously how to connect it.

io.github.LunarPerovskite/docalyze As a local MCP server: PyPI package

Claude Code

claude mcp add --transport stdio docalyze -- uvx docalyze-mcp-server

Commands built only from what the marketplaces declare; the full set for every client is on each card.

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: io.github.LunarPerovskite/docalyze · 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 2026-10-29. We publish no contact details for plugin publishers.