workflowstacks
ai-agent

Codegraph: Effortless Code Insights

Get instant code knowledge with Codegraph,, leveraging AI for efficient development.
66,000 stars4,156 forksTypeScriptGuide quality 8/10Updated 8/8/2026100% free · open source
What it does

Codegraph leverages AI to provide instant code knowledge and insights for efficient development, helping startup founders navigate complex codebases

When to use it
  • •When trying to understand a large, unfamiliar codebase
  • •When needing to optimize code for better performance
  • •When looking to reduce development time by leveraging AI-powered code insights
Ready-to-paste prompt
npx codegraph --codebase ./myproject --model gpt3 --output insights.json
Heads up: Ensure you have a compatible version of Node.js (14.x or higher) and a GitHub token configured for authentication, as specified in the Codegraph README
Saves to your device
Use with Claude
New

Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.

🛠️ Technical setup

Expect 20–40 minutes in a terminal — or let your AI agent drive it.

Try it instantly — no install
Claude Code
mkdir -p ~/.claude/skills/codegraph && curl -fsSL https://workflowstacks.com/api/skills/codegraph/claude-skill -o ~/.claude/skills/codegraph/SKILL.md
Open in another AI app

Opens the app with this repo with the prompt ready to go — no copy-paste needed.

Connect the whole catalog (MCP)
claude mcp add --transport http workflowstacks https://workflowstacks.com/api/mcp

Adds a WorkflowStacks connector to Claude Code: search and load any skill here by chatting.

How Codegraph: Effortless Code Insights works
Codeflow
Free to inspect

Codegraph: Effortless Code Insights is a very large C project (~120k lines across 316 code files, plus 288 test files). It is a full software project: use it through its install path rather than reading it end to end. Last commit this month, MIT license, has a test suite.

Size
Very large codebase
~120k lines · 316 code files · days to read — use, don't read
Setup
Developer setup
A real software project. Use it via its install path; don't expect to read it all.
Runs on
Node.js
No API keys detected
C 89%TypeScript 8%Rust 1%JavaScript 1%
Where to start reading
  1. 1
    README.md
    Start here — what it does and how to install it
  2. 2
    CLAUDE.md
    The instructions the AI actually follows
  3. 3
    src/index.ts
    Where the program starts running
  4. 4
    package.json
    Dependencies and the commands it exposes
What's in each folder
src/Core code — the actual logic209 files
site/Frontend / UI31 files
docs/Documentation53 files
scripts/Helper scripts68 files
codegraph-kernel/Folder50 files
telemetry-dashboard/Folder21 files
telemetry-worker/Folder13 files
__tests__/Tests — proof it works301 files
READMEHas testsDocumentedCI checksMIT licenseUpdated this month
Quick Actions
Details
Creator
colbymchenry
Language
TypeScript
Category
ai-agent
Published
1/18/2026

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