CodeGraph Release
FreeNot checkedDeterministic Architecture & Context Engine for AI Assistants (Cursor, Windsurf, Claude). Zero-hallucination AST code graph via Model Context Protocol (MCP).
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Deterministic Architecture & Context Engine for AI Assistants (Cursor, Windsurf, Claude). Zero-hallucination AST code graph via Model Context Protocol (MCP).
README
English | Tiếng Việt
CodeGraph v2.0 (TokenVector Architecture)
The Ultimate Deterministic Architecture & Context Engine for AI Assistants (Cursor, Antigravity, Windsurf, Claude Desktop, VSCode)
🖼️ Preview: 3D Interactive Obsidian-Style Graph Visualizer
🚀 Overview
CodeGraph v2.0 is a next-generation static codebase architecture engine powered by the ultra-fast TokenVector (.tkv) runtime. CodeGraph transforms your entire repository into a deterministic Knowledge Graph and exposes it directly to AI Coding Assistants via the Model Context Protocol (MCP) standard.
By providing 100% deterministic structural links (function calls, class inheritance, module imports), CodeGraph completely eliminates AI hallucinations, enabling confident and precise codebase refactoring.
⚡ Real-World Benchmarks & Competitive Edge
📊 Benchmark Comparison
| Metric | CodeGraph v2.0 (TokenVector) | Vector Search / Legacy AST Tools | Key Advantage |
|---|---|---|---|
| Scan Speed (800+ Files) | < 0.8 Seconds | 12 - 45 Seconds | 15x - 50x Faster. Zero parsing overhead. |
| Link Accuracy | 100% Deterministic | Probabilistic | 0% Hallucination. 2-level reverse dependency tracing. |
| Memory Footprint (RAM) | ~ 8 MB RAM | 500 MB - 2 GB RAM | Ultra-lightweight. No embedded graph DB required (Neo4j, KùzuDB). |
| Token Optimization | Saves 92% Tokens | Full repo dumping | Surgical context packaging (get_optimal_context). |
| Security & Privacy | 100% Local & Offline | Uploads code to Cloud Vector DB | Source code never leaves your local machine. |
🌟 5 Core Competitive Advantages
- 🎯 Cascading Impact Analysis (
analyze_impact): Before an AI modifies a function or class, CodeGraph traverses 2 levels of reverse dependencies (Level 1 & Level 2) to warn: "Modifying this function will break Class B in file X and Unit Test C in file Y". - 📦 Optimal Context Packaging (
get_optimal_context): Automatically computes structural dependencies around target edits and packages them precisely within the AI's token limit, eliminating irrelevant noise. - 🕸️ Interactive 3D Obsidian-Style Graph: Automatically exports an interactive 3D graph visualizer built with D3.js, featuring community color clustering and node degree sizing.
- 🔑 Dual-Layer Licensing: Combines seamless 24/7 activation via the Lemon Squeezy API with a fallback set of 100 permanent Offline Master Keys (valid through
2099-12-31) for enterprise and offline air-gapped environments. - 🎁 Zero-Friction 30-Day Free Trial: Instant 30-day trial automatically activated upon installation—no sign-up or credit card required.
📥 Licensing & Downloads
👉 Purchase Official License Key on Lemon Squeezy
(Each license key supports simultaneous activation on up to 2 devices).
📖 Quick Start & Activation Guide
- Extract the
CodeGraph2.0_Releasearchive. - Double-click
CodeGraph_v2_Launcher.batto analyze the repository and generate the 3D graph view. - Register the MCP server in your AI Editor's
mcp_config.json:{ "mcpServers": { "CodeGraph": { "command": "C:\\CodeGraph2.0_Release\\2.code\\tools\\pytok.exe", "args": ["C:\\CodeGraph2.0_Release\\2.code\\CodeGraph_MCP.exe"] } } } - For comprehensive usage instructions, refer to USER_GUIDE.md.
© 2026 CodeGraph. All rights reserved. TokenVector Engine Technology.
Installing CodeGraph Release
This server has no published package — it is built from source. Open the repository and follow its README.
▸ github.com/nguyenhungtran18/CodeGraph-ReleaseFAQ
Is CodeGraph Release MCP free?
Yes, CodeGraph Release MCP is free — one-click install via Unyly at no cost.
Does CodeGraph Release need an API key?
No, CodeGraph Release runs without API keys or environment variables.
Is CodeGraph Release hosted or self-hosted?
Self-hosted: the server runs locally on your machine via the install command above.
How do I install CodeGraph Release in Claude Desktop, Claude Code or Cursor?
Open CodeGraph Release on unyly.org, pick your client tab (Claude Desktop, Claude Code, Cursor) and press Install — the config is generated automatically, no JSON editing.
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