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code-review-graph
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 workflows.
18kstars
1.9kforks
Python
ai-codingclaudeclaude-codecode-reviewgraphragincrementalknowledge-graphllmmcppythonstatic-analysistree-sitter
Quality signals
ActiveNo testsNo CIThin docsNo licensePopular
AI summary
Auto-generated overview of what this skill does and when to reach for it.
Builds a local codebase map so AI assistants read only the relevant parts during reviews, cutting tokens by up to 49×.
Use this when
- Reviewing a large codebase with an AI assistant
- Debugging a change that affects many files
- Working in a monorepo with thousands of files
- Using an AI coding tool that scans entire projects unnecessarily
- Wanting faster AI responses without losing accuracy
Don't use when
- Reviewing a tiny project with <10 files
- Working offline with no AI tool integration
- Needing to review non-code files like images or binaries
Capabilities
- Builds AST-based graph of functions, classes, imports, and dependencies
- Tracks incremental changes with <2s updates for large repos
- Computes blast radius for modified files to identify affected code
- Supports 30+ languages including Python, JS, Go, Rust, Java
- Integrates with Claude Code, Cursor, VS Code, and other AI tools via MCP
- Stores graph in SQLite for fast querying and persistence
InstallMCP + SKILLInstall as a Claude Code skill
Universal installANY TOOL
$ npx skillcity@latest tirth8205/code-review-graphAuto-detects the skill or MCP server in this repo and installs it for Claude Code, Codex, Cursor or Cline.
Requires Node.js 18+ (ships with npx).
Or install manually
# Install into ~/.claude/skills/ mkdir -p ~/.claude/skills/code-review-graph curl -fsSL https://raw.githubusercontent.com/tirth8205/code-review-graph/main/SKILL.md -o ~/.claude/skills/code-review-graph/SKILL.md
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