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Unstract

Platform that uses LLM prompts to turn unstructured documents into structured JSON, deployable as an API or ETL pipeline.

Infrastructure by Zipstack

IndexedAGPL-3.0★ 7,296
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Setup steps are in the repository. Website · Docs · Repository

About

Unstract uses LLMs to extract structured JSON from documents such as PDFs, images and scans. Teams define extraction fields with natural-language prompts in Prompt Studio, then deploy the result as an API or an ETL pipeline. It includes an MCP server for AI agents such as Claude and runs locally with Docker.

Use cases: document-processing, data-pipelines

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Fact sheet

Category
RAG and data · parsing
Self-host
Yesunstract.com
Open source
Yesgithub.com
Compliance (vendor says)
SOC 2, GDPR, HIPAA, ISO 27001unstract.com
Protocols
mcp, restraw.githubusercontent.com

Plans

Starter$499/monthbilled monthly; 5,000 pages a month; overage $0.10 per page; standard compliance and support; 14-day free trial; annual billing $416 a month for 60,000 pages a year
Growth$2249/monthbilled monthly; 25,000 pages a month; overage $0.09 per page; standard compliance and support; annual billing $1,874 a month for 300,000 pages a year
EnterpriseContact salescustom; cloud or self-hosted Document Studio; SOC 2, GDPR, HIPAA and ISO 27001; priority dedicated support

From the vendor's pricing page, read Oct 24, 2026.

Facts read from the vendor's own pages by claude-haiku-5-5 on Oct 24, 2026; a fact is shown only with the page it came from.

Signals

Stars
7,296
Forks
723
Open issues
41
Last commit
Oct 23, 2026 (7 days ago)
Last release
Oct 23, 2026 (8 days ago)

From GitHub (fetched Oct 24, 2026).

Details

License
AGPL-3.0
First seen
Oct 24, 2026
Last checked
Oct 24, 2026

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Cite this page

Unstract. Agent Mart. https://agentmart.dev/infrastructure/unstract (last updated 2026-10-24)