gitnexus vs code-review-graph
Code knowledge graphs for AI-assisted exploration and review
gitnexus and code-review-graph both build code graphs to help developers and AI tools understand relationships and assess changes. gitnexus emphasizes interactive exploration through a browser UI, CLI, and MCP, while code-review-graph focuses on persistent local graphs and targeted review context, including CI workflows.
gitnexus: Map Codebases for AI Agents with Knowledge Graphs
GitNexus builds a codebase knowledge graph with LadybugDB and Tree-sitter, then exposes it through MCP tools for AI coding agents. Use its local CLI for ongoing development or its browser UI for quick repository exploration.
code-review-graph: Map Code for AI Reviews
code-review-graph builds a local, persistent map of code structure and serves targeted review context to AI coding tools through MCP and a CLI. It suits teams working in large or interconnected repositories who want impact analysis without repeatedly scanning the whole codebase.
| gitnexus | code-review-graph | |
|---|---|---|
| Language | TypeScript | Python |
| License | — | MIT |
| Stars | 175 | 31.9k |
| Forks | 16 | 2.9k |
| Last analyzed | Oct 22, 2026 | Oct 3, 2026 |
Key differences
- gitnexus offers browser-based visual graph exploration and repository chat; code-review-graph centers on a local SQLite graph queried through its CLI and MCP tools.
- gitnexus highlights symbol context, path tracing, change detection, and cross-repository analysis; code-review-graph highlights review context, tests, dead-code inspection, and pull request risk comments through a GitHub Action.
- gitnexus is written in TypeScript, while code-review-graph is written in Python and requires Python 3.10 or newer.
- gitnexus metadata reports NOASSERTION, while its README displays a PolyForm Noncommercial license badge; code-review-graph is MIT-licensed.
- gitnexus supports coding agents and editors including Claude Code, Cursor, Codex, and Windsurf; code-review-graph offers many language and notebook integrations, custom language mappings, and CI review automation.
- code-review-graph reports 31.9k stars and 2.9k forks, compared with gitnexus at 173 stars and 16 forks.
Choose gitnexus if you…
- want a browser UI for visual graph exploration or repository chat.
- need MCP and CLI tools alongside integrations with coding agents and editors.
- want to group related repositories for cross-repository contract and impact analysis.
Choose code-review-graph if you…
- need targeted AI review context and a GitHub Action for pull request risk comments.
- want a persistent local SQLite graph with incremental updates, hooks, or watch mode.
- need graph queries for test relationships, dead code, or architecture overviews.
Compare the numbers side by side, or add more projects
This comparison is generated with AI from the OSRepos analyses of both projects. Always check each project's repository and documentation before choosing.