mcpbeat Sign in

Unstructured Transform MCP Server

by unstructured Your server? Claim it
answering

Unstructured Transform is answering right now. Last checked 3 min ago. Last commit 4 Aug 2026.

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

Uptime history 91 days of history · worst day 97%
91 days agonow
100.0%
Uptime 24h
91 of 91 checks
—
Tools
hidden behind auth
788 ms
Response time
average over 24h
1
Stars
last commit 4 Aug 2026

Nothing serious here today

Today is the operative word: we check Unstructured Transform every 15 minutes and re-read its code on every release. Watch it and you find out the day that stops being true.

Three servers free · no card

Connect this server

Endpoint below is the one we actually reach during checks — not the one copied from a README. Last verified 3 min ago.

run in your terminal
claude mcp add transform --transport http https://mcp.transform.unstructured.io
Settings → Connectors → Add custom connector, then paste this address
https://mcp.transform.unstructured.io
~/.codex/config.toml
[mcp_servers.transform]
url = "https://mcp.transform.unstructured.io"
.cursor/mcp.json
{
  "mcpServers": {
    "transform": {
      "url": "https://mcp.transform.unstructured.io"
    }
  }
}
.vscode/mcp.json
{
  "servers": {
    "transform": {
      "type": "http",
      "url": "https://mcp.transform.unstructured.io"
    }
  }
}

This endpoint answered with an authorization challenge. The server is running, and it signs you in through your browser: there is no API key to paste.

Endpoints

URLTransportStateLatencyChecked
https://mcp.transform.unstructured.io streamable-http sign-in 603 ms 3 min ago

Alternatives to Unstructured Transform

same job, measured the same way
FAQai
by faqai

Turn any document into a production-ready RAG dataset from Claude, Cursor, or any MCP host.

286 installs/wk local only
RAG Documentation Scraper
by lernowaadmin

Crawl any documentation site and return heading-bounded, LLM-ready chunks with source metadata.

84 installs/wk local only
Enterprise Internal Knowledge Base: Production-Ready RAG + MCP
by kimsb2429

Production-ready RAG + MCP demo: eval-in-CI merge gate, Langfuse traces, structure-aware chunking.

local only
FlexOrch
by dev-flexorch

Classify documents, extract structured fields, mask PII, export JSONL/RAG datasets for AI agents.

125 installs/wk local only
PDF to Markdown & Document Parser
by fernandoguiraud16-coder

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

answering
Together AI MCP by usefulapi
by usefulapi

Run Together AI chat, embeddings and images; manage fine-tunes, batches and endpoints.

23 tools answering
Ragie
by mcparmory

Ingest, manage, and retrieve documents for RAG-powered AI applications

217 installs/wk local only
Agent Data Tools: AI
by nutshell2000

25 tools: LLM chat, summaries, translation, embeddings, speech, images. 25 free calls.

25 tools answering

Unstructured Transform — questions

Answers built from our own checks of this server.

Why is there no tool list for Unstructured Transform?
The server answered our handshake with an authorization challenge, so it is running — but it will not describe its tools to an anonymous client. To see them you need to connect with your own credentials. We record it as alive, not as broken: 100.0% of checks in the last 24 hours got a reply.
Is Unstructured Transform working right now?
We send a real MCP handshake every 15 minutes. Over the last 24 hours 91 of 91 checks got a reply (100.0%), average response time 788 ms. The bar chart above shows every period we have measured.
How do I connect Unstructured Transform?
Copy the ready config from this page. We generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each in the form that client actually reads. It is a remote server, so there is nothing to install — the client connects to the address. You sign in through your browser once and the client keeps the session: no key to copy, and it refuses anonymous clients.
How do you sign in to Unstructured Transform?
No API key is involved. Unstructured Transform answers our knock with an OAuth challenge, so you authorise it once in your browser and the client keeps the session. That is also why we see no tool list: it will not describe itself to an anonymous client, and that is the server working as intended, not a fault.
How fast is Unstructured Transform?
It answers our handshake in 788 ms on average, which is faster than 11% of all working MCP servers we measure. That is on the slow side — worth knowing if the tool sits inside an interactive loop. The comparison comes from our own checks across the whole registry, every 15 minutes.
Is Unstructured Transform open source?
The code is open source: it is published under the Apache-2.0 licence, written in TypeScript and 1 stars on GitHub. The licence covers the code in the repository, not the hosted service at mcp.transform.unstructured.io, which runs on its operator's own terms.