# Unstructured — developer ecosystem report

- GitHub org: `Unstructured-IO`
- Category: ai
- Overall score: 59.0 / 100
- Overall rank: #84
- Last refreshed: 2026-08-20

## Pillar scores

| Pillar | Score / 100 | Rank | Weight in overall |
| --- | --- | --- | --- |
| Code & Polish | 59.0 | #242 | ~22% |
| Education | 84.0 | #47 | ~18% |
| AI readiness | 62.0 | #73 | part of Reach |
| Builder experience | 0.0 | #1 | ~12% |
| Community | 49.0 | #177 | ~16% |
| Reach | 87.0 | #13 | ~18% |
| Momentum | 42.0 | #317 | ~14% |

## Links

- GitHub: https://github.com/Unstructured-IO
- Website: https://unstructured.io
- Docs: https://docs.unstructured.io

## Public GitHub totals

| Metric | Value |
| --- | --- |
| Repos analyzed | 12 |
| Stars | 17,180 |
| Forks | 1,797 |
| Open issues | 586 |
| Contributors | — |

## Top repositories

| Repo | Stars | Language | Description |
| --- | --- | --- | --- |
| [unstructured](https://github.com/Unstructured-IO/unstructured) | 15,325 | HTML | Convert documents to structured data effortlessly. Unstructured is open-source ETL solution for transforming complex doc |
| [unstructured-api](https://github.com/Unstructured-IO/unstructured-api) | 948 | Python | — |
| [unstructured-inference](https://github.com/Unstructured-IO/unstructured-inference) | 209 | Python | — |
| [pipeline-sec-filings](https://github.com/Unstructured-IO/pipeline-sec-filings) | 153 | Jupyter Notebook | Preprocessing pipeline notebooks and API supporting text extraction from SEC documents |
| [unstructured-python-client](https://github.com/Unstructured-IO/unstructured-python-client) | 118 | Python | A Python client for the Unstructured Platform API |
| [unstructured-ingest](https://github.com/Unstructured-IO/unstructured-ingest) | 108 | HTML | — |
| [unstructured-js-client](https://github.com/Unstructured-IO/unstructured-js-client) | 62 | TypeScript | A JavaScript/Typescript client for the Unstructured Platform API |
| [UNS-MCP](https://github.com/Unstructured-IO/UNS-MCP) | 43 | Jupyter Notebook | — |
| [unstructured.PaddleOCR](https://github.com/Unstructured-IO/unstructured.PaddleOCR) | 39 | Python | Awesome multilingual OCR toolkits based on PaddlePaddle (practical ultra lightweight OCR system, support 80+ languages r |
| [community](https://github.com/Unstructured-IO/community) | 30 | — | Open source libraries and APIs to build custom preprocessing pipelines for labeling, training, or production machine lea |
| [unstructured-api-tools](https://github.com/Unstructured-IO/unstructured-api-tools) | 28 | Python | — |
| [pipeline-paddleocr](https://github.com/Unstructured-IO/pipeline-paddleocr) | 21 | Jupyter Notebook | Pipeline for converting PDFs to raw text with PaddleOCR |

## Methodology

Scores are computed from public signals only (GitHub, package registries, docs sites, community platforms). Pillar definitions: https://www.smoower.com/docs.md

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HTML version: https://www.smoower.com/unstructured-io
Machine index: https://www.smoower.com/llms.txt · MCP server: https://www.smoower.com/mcp · REST API: https://www.smoower.com/api/v1