by tirth8205 · MCP Server · ★ 18.5k
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code-review-graph Stop burning tokens. Start reviewing smarter. Claude Code re-reads your entire codebase on every task. fixes that. It builds a structural map of your code with Tree-sitter, tracks changes incrementally, and gives Claude precise context so it reads only what matters. <img src="diagrams/diagram1beforevsafter.png" alt="The Token Problem: 6.8x fewer tokens with higher r
| Stars | 18,490 |
| Forks | 1,981 |
| Language | Python |
| Category | MCP Server |
| License | MIT |
| Quality Score | 53.088/100 |
| Open Issues | 134 |
| Last Updated | 2026-06-14 |
| Created | 2026-02-26 |
| Platforms | claude-code, cli, mcp, python |
| Est. Tokens | ~16k |
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code-review-graph is Local-first code intelligence graph for MCP and CLI. Builds a persistent map of your codebase so AI coding tools read only what matters, with benchmarked context reductions on reviews and large-repo w. It is categorized as a MCP Server with 18.5k GitHub stars.
code-review-graph is primarily written in Python. It covers topics such as ai-coding, claude, claude-code.
You can find installation instructions and usage details in the code-review-graph GitHub repository at github.com/tirth8205/code-review-graph. The project has 18.5k stars and 1981 forks, indicating an active community.
code-review-graph is released under the MIT license, making it free to use and modify according to the license terms.
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