head to head · open source
OpenContracts vs beginner_de_project
OpenContracts has 1,534 GitHub stars, 199 forks, 11 open issues and last shipped 2 days ago. beginner_de_project has 615 stars, 209 forks, 9 open issues and last shipped 7 months ago. OpenContracts leads on adoption by 149% (1,534 vs 615 stars). OpenContracts is written in Python under MIT; beginner_de_project is written in HTML under MIT. OpenContracts has attracted 13% as many forks as stars, beginner_de_project 34%. OpenContracts was the more recently maintained of the two, and both are self-hostable with no licence fee. The two share 1 topic tag (etl), so they are genuine substitutes rather than adjacent tools.
Two open source projects, one decision. Both are free and self-hostable — the differences are community size, license terms, language stack and release pace.
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Side by side
| OpenContracts | beginner_de_project | |
|---|---|---|
| GitHub stars | ★ 1.5K | ★ 615 |
| License | MIT | MIT |
| Written in | Python | HTML |
| Last push | 2026-11-02 | 2026-04-13 |
| Forks | ⑂ 199 | ⑂ 209 |
| Self-hosting | Yes | Yes |
| Data ownership | Your server | Your server |
pick OpenContracts if
- You weight community size — 1.5K stars and counting
- You want the MIT license terms
- Your stack matches Python
- You value the larger contributor base for long-term maintenance
pick beginner_de_project if
- You want the beginner_de_project feature set and don't need the biggest community
- You prefer the MIT license terms
- Your stack matches HTML
- You evaluated both and beginner_de_project fits your workflow better
About OpenContracts
OpenContracts (Demo) Open source document intelligence you can build on. Point OpenContracts at a repository of documents and get a programmable citation graph — human annotation, structured extraction, AI agents, and a built in MCP server, all behind one API. Self hosted, MIT licensed, and built for teams working at scale. Same graph, three surfaces: a GraphQL + REST API for your apps, a Model Context Protocol server for your agents, and a React UI for your team. From documents to a citation graph — in about a minute Create a corpus, drop in your documents, and click Set up . That one click installs the…
read the full OpenContracts overview →
About beginner_de_project
Beginner DE Project Batch Edition Run Data Pipeline Run on codespaces Run locally Architecture Beginner DE Project Batch Edition Code for blog at Data Engineering Project for Beginners. Run Data Pipeline Code available at beginner de project repository. Run on codespaces You can run this data pipeline using GitHub codespaces. Follow the instructions below. 1. Create codespaces by going to the beginner de project repository, cloning it(or click Use this template button) and then clicking on Create codespaces on main button. 2. Wait for codespaces to start, then in the terminal type make up . 3. Wait for make up…
read the full beginner_de_project overview →
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Frequently asked questions
Is OpenContracts or beginner_de_project more popular?
OpenContracts has 1,534 GitHub stars and beginner_de_project has 615. OpenContracts has the larger community by that measure.
Are OpenContracts and beginner_de_project free?
Both are open source. OpenContracts is licensed under MIT and beginner_de_project under MIT. Neither carries a licence fee.
What is the difference between OpenContracts and beginner_de_project?
OpenContracts is written in Python and beginner_de_project in HTML. The practical differences are community size, licence terms, language stack and release cadence — all compared in the table above.
Which should I choose, OpenContracts or beginner_de_project?
Choose OpenContracts if you want the larger community (1,534 stars) or its MIT licence terms. Choose beginner_de_project if its feature set, stack or MIT licence fits better. Both are self-hostable.