Related MCP server: Graft
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.
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 ( |
Security & Privacy | 100% Local & Offline | Uploads code to Cloud Vector DB | Source code never leaves your local machine. |
🎯 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.
👉 Purchase Official License Key on Lemon Squeezy
(Each license key supports simultaneous activation on up to 2 devices).
Extract the CodeGraph2.0_Release archive.
Double-click CodeGraph_v2_Launcher.bat to 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.
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Hosted code graph over MCP: exact callers, dependencies, and cross-repo blast radius for AI agents.
Codebase graphs, caller impact analysis, and recorded project context for AI coding agents.
A paid remote MCP for code graph MCP for AI coding, built to return verdicts, receipts, usage logs,
Multiple MCP tools, persistent graph memory, token-saving data pointers, and more.