head to head · open source
code-review-graph vs zeroshot
code-review-graph has 31,911 GitHub stars, 2,917 forks, 163 open issues and last shipped 16 days ago. zeroshot has 1,919 stars, 180 forks, 3 open issues and last shipped yesterday. code-review-graph leads on adoption by 1,563% (31,911 vs 1,919 stars). code-review-graph is written in Python under MIT; zeroshot is written in Rust under MIT. code-review-graph has attracted 9% as many forks as stars, zeroshot 9%. zeroshot was the more recently maintained of the two, and both are self-hostable with no licence fee. The two share 3 topic tags (claude, claude-code, code-review), 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
| code-review-graph | zeroshot | |
|---|---|---|
| GitHub stars | ★ 32K | ★ 1.9K |
| License | MIT | MIT |
| Written in | Python | Rust |
| Last push | 2026-09-18 | 2026-10-03 |
| Forks | ⑂ 2.9K | ⑂ 180 |
| Self-hosting | Yes | Yes |
| Data ownership | Your server | Your server |
pick code-review-graph if
- You weight community size — 32K stars and counting
- You want the MIT license terms
- Your stack matches Python
- You value the larger contributor base for long-term maintenance
pick zeroshot if
- You want the zeroshot feature set and don't need the biggest community
- You prefer the MIT license terms
- Your stack matches Rust
- You evaluated both and zeroshot fits your workflow better
About code-review-graph
code review graph is a local first code intelligence graph for MCP and the command line that parses a repository with Tree sitter into a persistent map of functions, classes, imports, calls, inheritance and test coverage, so AI coding assistants read only the files a review actually needs; it is aimed at developers and teams running AI coding tools against large repositories where repeated full codebase reads waste tokens.
read the full code-review-graph overview →
About zeroshot
Zeroshot is an open source, MIT licensed Rust CLI that orchestrates coding agents as an explicit review graph for developers who want AI written changes verified by agents other than the one that wrote them.
read the full zeroshot overview →
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Frequently asked questions
Is code-review-graph or zeroshot more popular?
code-review-graph has 31,911 GitHub stars and zeroshot has 1,919. code-review-graph has the larger community by that measure.
Are code-review-graph and zeroshot free?
Both are open source. code-review-graph is licensed under MIT and zeroshot under MIT. Neither carries a licence fee.
What is the difference between code-review-graph and zeroshot?
code-review-graph is written in Python and zeroshot in Rust. The practical differences are community size, licence terms, language stack and release cadence — all compared in the table above.
Which should I choose, code-review-graph or zeroshot?
Choose code-review-graph if you want the larger community (31,911 stars) or its MIT licence terms. Choose zeroshot if its feature set, stack or MIT licence fits better. Both are self-hostable.