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CodeGraph Release

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Deterministic 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)

Version Platform Engine License


🖼️ Preview: 3D Interactive Obsidian-Style Graph Visualizer

screenshot_graph

🚀 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

  1. 🎯 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".
  2. 📦 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.
  3. 🕸️ Interactive 3D Obsidian-Style Graph: Automatically exports an interactive 3D graph visualizer built with D3.js, featuring community color clustering and node degree sizing.
  4. 🔑 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.
  5. 🎁 Zero-Friction 30-Day Free Trial: Instant 30-day trial automatically activated upon installation—no sign-up or credit card required.

📥 Licensing & Downloads

👉 Download Release

👉 Purchase Official License Key on Lemon Squeezy

(Each license key supports simultaneous activation on up to 2 devices).


📖 Quick Start & Activation Guide

  1. Extract the CodeGraph2.0_Release archive.
  2. Double-click CodeGraph_v2_Launcher.bat to analyze the repository and generate the 3D graph view.
  3. 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"]
        }
      }
    }
    
  4. For comprehensive usage instructions, refer to USER_GUIDE.md.

© 2026 CodeGraph. All rights reserved. TokenVector Engine Technology.

from github.com/nguyenhungtran18/CodeGraph-Release

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-Release

FAQ

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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