unstract

by Zipstack · Python · ★ 6,675

LLM-Driven Extraction of Unstructured Data — Built for API Deployments & ETL Pipeline Workflows

#ai-agents#data-engineering#document-ai#generative-ai#idp#json-extraction#llm#mcp-server#ocr#pdf-extraction#prompt-engineering#structured-output

Install

pip install git+https://github.com/Zipstack/unstract.git

Auto-generated from the repo's primary language — check the repo's own README for its exact install instructions.

Claude Desktop config

A starting point for your claude_desktop_config.json (auto-generated — the repo's README may specify a published package name or required env vars):

{
  "mcpServers": {
    "unstract": {
      "command": "uvx",
      "args": [
        "git+https://github.com/Zipstack/unstract.git"
      ]
    }
  }
}

From the README

Unstract Turn Unstructured Documents into Structured Data Documentation | Enterprise Unstract uses LLMs to extract structured JSON from documents — PDFs, images, scans, you name it. Define what you want to extract using natural language prompts, and deploy as an API or ETL pipeline. Built for teams in **finance**, **insurance**, **healthcare**, **KYC/compliance**, and much more. | Task | Without Unstract | With Unstract | |------|------------------|---------------| | Schema definitio…

Read full README on GitHub →

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