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[GitHub Trending] colbymchenry/codegraph

9 relevance
Score Breakdown
technical depth
8
novelty
8
actionability
8
community
7
strategic
7
personal
10

Scored daily by a customisable AI persona to surface the most relevant engineering leadership news.

Pre-indexed code knowledge graph reduces tokens, novel and directly relevant.

AI/ML github.com
Pre-indexed code knowledge graph for Claude Code, Codex, Cursor, OpenCode, and Hermes Agent — fewer tokens, fewer tool calls, 100% local - colbymchenry/codegraph
Summary

CodeGraph pre-indexes codebases into a knowledge graph of symbol relationships and call graphs, enabling AI agents like Claude Code, Cursor, and Codex to query instantly instead of scanning files. Benchmarks across 7 real-world repos (TypeScript, Python, Rust, etc.) show average savings of 35% in cost, 57% fewer tokens, and 71% fewer tool calls. The open-source tool installs with a single command, runs 100% locally, and integrates via an MCP server.

Author

colbymchenry