Ross ROSS = Recommend OSS · open-source software intelligence for agents

colbymchenry/codegraph

Pre-indexed code knowledge graph, auto syncs on code changes, for Claude Code, Codex, Gemini, Cursor, OpenCode, AntiGravity, Kiro, and Hermes Agent — fewer tokens, fewer tool calls, 100% local observed · 2026-08-28

github.com/colbymchenry/codegraph · homepage · C · MIT (permissive) observed · 2026-08-28

Health v2 · maintenance only

82/100

  • Activity 99
  • Release rhythm 99
  • Longevity 16
How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-03. Adoption (stars, forks) is never an input.

  • gap_med: 1.0
  • age_days: 227
  • days_rel: 7
  • days_push: 7
  • n_releases_24m: 31

Full methodology

Adoption not part of the score

68252 stars · 4341 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

CodeGraph is a local-first tool that indexes any codebase into a queryable knowledge graph using Tree-sitter parsing, exposing it to AI coding agents via an MCP server. It auto-syncs on code changes and supports Claude Code, Cursor, Codex, Gemini, and other agents, reducing token usage and tool calls.

Use cases

  • index my codebase as a knowledge graph for AI coding agents
  • reduce token usage when Claude Code explores a large repo
  • trace callers and impact of a symbol before refactoring
  • give Cursor or Codex semantic code context via MCP
  • auto-sync code index when files change
  • answer codebase questions in fewer agent tool calls

When to choose

  • you use AI coding agents (Claude Code, Cursor, Codex, etc.) on medium-to-large codebases
  • you want fully local, private code indexing with no cloud dependency
  • you need fast impact analysis and symbol relationship queries
  • you want to cut agent token costs and tool-call round trips

When to avoid

  • your project is tiny and agents navigate it fine without indexing
  • you need a hosted/team-shared code intelligence platform (still on waitlist)
  • your language is outside the 20+ Tree-sitter supported languages
  • you need deep semantic analysis beyond AST-derived symbols and edges

Facets

cli-tool · maturity active

search-engine parser mcp developer-tools documentation developer-tools programming-languages artificial-intelligence windows cli code-knowledge-graph mcp-server ai-coding-agents tree-sitter impact-analysis local-first code-intelligence ai-agents linux macos nodejs

2 sources

Member repositories

RepositoryRoleHealth v2
colbymchenry/codegraphmain82

For agents

markdown · JSON · MCP: product_card(name="colbymchenry/codegraph")

Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem