CodeGraph MCP

CodeGraph MCP

CodeGraph MCP is a powerful standalone tool that parses your entire C/C++ codebase into a semantic knowledge graph and seamlessly exposes it to AI coding assistants via the Model Context Protocol (MCP). By providing AI (like Claude Desktop, Cursor, or Google Antigravity) with a structural map of your project—including caller/callee relationships, file dependencies, and dynamic function definition

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<div align="center"> <h1>CodeGraph MCP</h1> <p><em>The Ultimate Codebase Context Engine for AI Assistants (Cursor, Claude, Antigravity)</em></p>

Version Platform License </div>


🚀 Overview

CodeGraph MCP is a powerful standalone tool that parses your entire C/C++ codebase into a semantic knowledge graph and seamlessly exposes it to AI coding assistants via the Model Context Protocol (MCP).

By providing AI (like Claude Desktop, Cursor, or Google Antigravity) with a structural map of your project—including caller/callee relationships, file dependencies, and dynamic function definitions—CodeGraph dramatically reduces AI hallucinations and improves the accuracy of codebase-wide refactoring.

⚡ Breakthrough Performance (v1.0.0 Commercial)

The new architecture replaces the legacy Python AST with optimized C++ binaries, unlocking unprecedented power:

Benchmark Metric Real-world Result The Difference
Scan Speed (760+ files) < 1.2 seconds 10x faster than legacy AST. Near-zero latency parsing.
Tracing Accuracy 100% Deterministic No probabilistic guessing (unlike Vector search). 100% accurate Call & Inherit tracking.
RAM Consumption ~12 MB RAM Extremely lightweight. No background Database or Vector Store required.
Source Code Security 100% Offline Your code never leaves your machine. The tool itself is protected by PyArmor anti-tampering.

🌟 Advantages

  • 🎯 Impact Analysis: Before the AI edits Function A, CodeGraph traces 3 levels deep to warn the AI: "Watch out! Changing this will break Class B in file X and Test C in file Y".
  • 📦 Context Packing: Automatically calculates dependencies around your editing point and packs them perfectly into the Token limit. Stop dumping garbage into your prompt.
  • 🕸️ Obsidian-style Graph View: Renders your architecture into a highly interactive HTML5 canvas. Observe thousands of file connections with just a scroll of your mouse.
  • 🔌 Plug-and-Play (MCP): Standardized as a native MCP Server. Works instantly out-of-the-box with Cursor, Windsurf, or Claude Desktop.

📥 Download & Installation

You can download the latest official release directly from GitHub:

👉 Download CodeGraph v1.0.0 (30-Day Free Trial)

📖 Setup Instructions

  1. Extract the ZIP file to a permanent location (e.g., C:\CodeGraph).
  2. Double-click CodeGraph.exe to start your 30-day trial and generate a structural map for your project.
  3. For detailed MCP integration instructions with Cursor, Claude, and Antigravity, please read the bundled USER_GUIDE.md inside the ZIP file.

🛒 Licensing

CodeGraph comes with a fully functional 30-day free trial.

After the trial expires, you can purchase a permanent license key to continue using the software: 👉 Buy License Key on Lemon Squeezy ($15)

(One license supports up to 2 devices simultaneously).

🌐 Website

Visit our official landing page for more information and interactive demos: 👉 CodeGraph Official Website


© 2026 CodeGraph. All rights reserved.

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