head to head · open source
graphify vs EvoScientist
graphify has 119,123 GitHub stars, 11,519 forks, 1,350 open issues and last shipped 2 days ago. EvoScientist has 4,912 stars, 307 forks, 51 open issues and last shipped yesterday. graphify leads on adoption by 2,325% (119,123 vs 4,912 stars). graphify is written in Python under Apache-2.0; EvoScientist is written in Python under Apache-2.0. graphify has attracted 10% as many forks as stars, EvoScientist 6%. EvoScientist was the more recently maintained of the two, and both are self-hostable with no licence fee.
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
| graphify | EvoScientist | |
|---|---|---|
| GitHub stars | ★ 119K | ★ 4.9K |
| License | Apache-2.0 | Apache-2.0 |
| Written in | Python | Python |
| Last push | 2026-09-16 | 2026-09-17 |
| Forks | ⑂ 12K | ⑂ 307 |
| Self-hosting | Yes | Yes |
| Data ownership | Your server | Your server |
pick graphify if
- You weight community size — 119K stars and counting
- You want the Apache-2.0 license terms
- Your stack matches Python
- You value the larger contributor base for long-term maintenance
pick EvoScientist if
- You want the EvoScientist feature set and don't need the biggest community
- You prefer the Apache-2.0 license terms
- Your stack matches Python
- You evaluated both and EvoScientist fits your workflow better
About graphify
graphify is an Apache 2.0 Python CLI and /graphify skill that turns a whole project — code, docs, SQL schemas, configs, PDFs, images, and video — into a queryable knowledge graph, built for developers and AI agent users in Claude Code, Cursor, Codex, and Gemini CLI who want to query a codebase instead of grepping through files.
read the full graphify overview →
About EvoScientist
EvoScientist is an Apache 2.0 Python research platform that runs a self evolving team of AI scientists — six coordinated sub agents with persistent memory and installable skills — for researchers and research engineering teams who want autonomous exploration, code execution, and write up driven from one CLI, desktop WebUI, or chat channel.
read the full EvoScientist overview →
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Frequently asked questions
Is graphify or EvoScientist more popular?
graphify has 119,123 GitHub stars and EvoScientist has 4,912. graphify has the larger community by that measure.
Are graphify and EvoScientist free?
Both are open source. graphify is licensed under Apache-2.0 and EvoScientist under Apache-2.0. Neither carries a licence fee.
What is the difference between graphify and EvoScientist?
graphify is written in Python and EvoScientist in Python. The practical differences are community size, licence terms, language stack and release cadence — all compared in the table above.
Which should I choose, graphify or EvoScientist?
Choose graphify if you want the larger community (119,123 stars) or its Apache-2.0 licence terms. Choose EvoScientist if its feature set, stack or Apache-2.0 licence fits better. Both are self-hostable.