by tirth8205 · MCP Server · ★ 32.6k
Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h
Featured in: Code Review
pip install code-review-graph
pip install code-review-graph[embeddings] # Local vector embeddings (sentence-transformers)Taken from the project's README on GitHub. Check the security audit before running it.
None of the 42 rules matched — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against 42 published rules built on the SlowMist agent-security taxonomy, refreshed every 8 hours. Full audit →
The quality score combines nine heuristic checks of the repo and its README: completeness, clarity, specificity, examples, structure, agent readiness, step-by-step content, instruction quality and security notes. It rates how well the project explains itself to an agent, not the code.
| Stars | 32,627 |
| Forks | 2,967 |
| Language | Python |
| Category | MCP Server |
| License | MIT |
| Quality Score | 69/100 |
| Open Issues | 113 |
| Last Updated | 2026-11-06 |
| Created | 2026-02-26 |
| Platforms | claude-code, cli, mcp, python |
| Est. Tokens | ~16k |
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
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Grades come from a rule-based scan built on the SlowMist agent-security taxonomy: 42 published rules, covering credential harvesting, data exfiltration, curl | sh installers and more. It is a first-layer scan, not a manual audit — we say so rather than overstate it.
The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.
Sources & who's responsible: