Deterministic Architecture Engine
For AI Coding Assistants
Completely eliminate AI hallucinations. Automatically scan your entire codebase into an interactive 3D Knowledge Graph and provide surgical, deterministic context to Cursor, Antigravity, Windsurf, Claude Desktop & VSCode via the Model Context Protocol (MCP).
Real-World Benchmarks & Superior Performance
Powered by the lightning-fast TokenVector Engine (.tkv), outperforming traditional vector search and legacy AST approaches.
| Benchmark Metric | CodeGraph v2.0 (TokenVector) | Vector Search / Legacy AST Tools | Key Competitive Edge |
|---|---|---|---|
| Scan Speed (800+ Files) | < 0.8 Seconds | 12 - 45 Seconds | 15x - 50x Faster. Zero parsing latency. |
| Link Accuracy | 100% Deterministic | Probabilistic (Semantic Guess) | 0% Hallucination. 2-level reverse dependency tracing. |
| Memory Footprint (RAM) | ~ 8 MB RAM | 500 MB - 2 GB RAM | Ultra-lightweight. No embedded graph DB needed (Neo4j, KùzuDB). |
| Token Budget Optimization | Saves 92% Tokens | Full Repo Context Dumping | Surgical context packaging tailored to target edits. |
| Security & Privacy | 100% Local & Offline | Uploads Code to Cloud Vector DBs | Source code never leaves your local machine. |
5 Core Competitive Advantages
Engineered specifically for high-performing software engineers and AI practitioners.
Cascading Impact Analysis (analyze_impact)
Traverses 2-level reverse dependencies (Level 1 & Level 2) before code modifications, accurately warning which downstream files and unit tests will break.
Surgical Context Packaging (get_optimal_context)
Calculates structural dependencies directly around the edit target and packages them strictly within model token budgets, eliminating 100% of context noise.
Interactive 3D Obsidian-Style Graph
Automatically exports standalone interactive 3D graphs powered by D3.js, featuring color-coded community clusters and degree-weighted node sizing.
Dual-Layer Licensing (Lemon Squeezy + 100 Master Keys)
Seamless 24/7 validation via Lemon Squeezy API paired with 100 permanent Offline Master Keys (valid through 2099-12-31) for air-gapped enterprise environments.
Zero-Friction 30-Day Free Trial
Instant 30-day evaluation automatically activated upon initial launch. No account creation or credit card required.
Native MCP Integration (Model Context Protocol)
100% out-of-the-box compliance with Cursor, Google Antigravity, Windsurf, Claude Desktop, and VSCode via standardized MCP Server architecture.
Get Your CodeGraph v2.0 License Today
Lifetime activation with full engine updates and dedicated technical support.
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