KnowledgeGraph Pro

Turn Your Codebase into a Knowledge Graph

Better context. Faster AI code generation. One-time payment of $199 onwards.

Live Demo

Why Choose KnowledgeGraph Pro?

Unlock the full potential of your codebase. Our knowledge graphs aren’t just diagrams—they’re living, breathing systems that give your development tools deep understanding of your code and documentation.

  • Better AI code suggestions with complete context
  • Faster onboarding and reduced knowledge silos
  • Smarter refactoring and intelligent bug detection
  • Automated workflows like PR creation and doc updates
  • Seamless IDE integration via MCP server with VS Code, Cursor, Windsurf, and more

Live Scenarios: KnowledgeGraph Pro in Action

Impact Analysis
"“How does removing function calculateInvoiceTotal affect dependent modules and tests?”"

The knowledge graph traces all dependencies—callers, test coverage, and downstream logic—helping you assess refactoring risk and understand test impacts instantly.

Dependency Root-Cause Investigation
"“Which modules depend on deprecated API legacyPay()?”"

Traverse paths from the deprecated node to all callers across languages and identify what needs updating.

Code Similarity & Clone Detection
"“Show all code segments similar to encryptPassword() to merge duplicates or spot copy-paste bugs.”"

By using graph similarity or embedding-based matching, you can spot copy-paste bugs or opportunities to merge duplicates.

Recommendation Assistant (“Who's the Expert?”)
"“Suggest the best teammate to consult for /billing/invoiceService.ts module.”"

Graph metadata like commit authors, function contributors, and module ownership helps point to the right expert quickly.

Semantic Search / Q&A
"“Where do we read user preferences after login?”"

Instead of keyword search, the graph understands context and relationships—tracking nodes and surfacing the correct code location.

Understand Business Logic Without Reading Code
"“Show me all the steps our system follows when processing a refund.”"

For non-developers, the graph can trace an entire business flow—from UI to database—in plain language. This helps them understand how business rules are implemented without reading code.

See it in Action

Type in the editor to see the knowledge graph update in real-time.

Talk to your code through KnowledgeGraph Pro

Ask questions and get answers based on the knowledge graph generated from your code above.

How It Works

A simple, four-step process to create your single source of truth.

1. We analyse your codebase
We scan your entire codebase—C, C++, TypeScript, JavaScript, Python, Ruby, or polyglot projects—along with all documentation.
2. Build your knowledge graph
We transform the analysis into a rich, interconnected semantic graph representing your product.
3. Deploy a secure API
A lightweight, secure MCP server connects the graph to your IDE and dev tools (VS Code, Cursor, Windsurf, and more).
4. Supercharge your workflow
AI assistants in your IDE now operate with deep context, enabling features like PR creation directly from Slack.
Futuristic knowledge graph visualization

Unlock Your Codebase's Full Potential

One Source of Truth

A unified, reliable graph for all your code and product knowledge, accessible to every team.

Smarter IDE Integration

Supercharge IDEs with context-aware AI code generation.

Accelerate Collaboration

Onboard developers, PMs, and new hires faster by breaking down knowledge silos.

Automate Tedious Workflows

Automate documentation updates, PRs, and more via tools like Slack.

Simple, Transparent Pricing
No subscriptions. No hidden costs.
  • Full Codebase & Asset Analysis
  • Custom Knowledge Graph
  • Secure MCP API Deployment
  • IDE & Workflow Integration Support
One-time payment of$199 onwards

Frequently Asked Questions