Better Code Review Graph
- 66 repo stars
- Updated July 27, 2026
- n24q02m/better-code-review-graph
Knowledge-graph MCP server for token-efficient code reviews - indexes a codebase with configurable embeddings so an agent can review changes with less context waste.
About
Better Code Review Graph is an MCP server that builds a knowledge graph of a codebase to make agent code reviews token-efficient, with fixed search and configurable local or cloud embeddings. A solo builder reaches for it when reviews on a large repo blow the context window - the graph lets the agent pull just the relevant code instead of dumping whole files.
- Knowledge graph for token-efficient code review
- Configurable local or cloud embeddings
- Fixed search for precise code lookup
Better Code Review Graph by the numbers
- Data as of Jul 28, 2026 (Skillselion catalog sync)
claude mcp add --env EMBEDDING_BACKEND=YOUR_EMBEDDING_BACKEND --env API_KEYS=YOUR_API_KEYS --env LITELLM_PROXY_URL=YOUR_LITELLM_PROXY_URL --env LITELLM_PROXY_KEY=YOUR_LITELLM_PROXY_KEY better-code-review-graph -- uvx better-code-review-graphAdd your badge
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| repo stars | ★ 66 |
|---|---|
| Package | better-code-review-graph |
| Transport | STDIO |
| Auth | Required |
| Last updated | July 27, 2026 |
| Repository | n24q02m/better-code-review-graph ↗ |
What it does
Knowledge-graph MCP server for token-efficient code reviews - indexes a codebase with configurable embeddings so an agent can review changes with less context waste.
Who is it for?
Reviewing large codebases efficiently
Skip if: Tiny single-file projects
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