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What is Nogic?

Nogic is a Code Intelligence platform for AI Agents. It indexes your codebase into a graph database with vector embeddings, then exposes that intelligence via MCP (Model Context Protocol) for AI agents like Claude, Cursor, and Windsurf to query.

Why Nogic?

AI coding assistants are powerful, but they often lack deep understanding of your codebase structure. They can’t easily:
  • Find similar code that already exists (avoiding duplication)
  • Understand naming conventions used in your project
  • Navigate call graphs and dependencies
  • Search semantically across your entire codebase
Nogic solves this by maintaining a live graph of your code that AI agents can query in real-time.

How it Works

┌─────────────┐     ┌─────────────┐     ┌─────────────┐
│   CLI       │────▶│  Nogic API  │────▶│   Graph DB  │
│ (sync/watch)│     │             │     │  + Vectors  │
└─────────────┘     └─────────────┘     └─────────────┘

                          │ MCP Protocol

                    ┌─────────────┐
                    │  AI Agent   │
                    │ (Claude, etc)│
                    └─────────────┘
  1. Index your code - The CLI watches your project and syncs changes to Nogic
  2. Build the graph - Nogic parses your code, extracts symbols, and creates embeddings
  3. Query via MCP - AI agents connect to Nogic’s MCP server to search and explore your code

Features

Semantic Search

Find code by meaning, not just keywords

Duplicate Detection

Discover similar code before writing new code

Convention Detection

Automatically detect naming patterns (camelCase, snake_case)

Call Graph

Explore who calls what and trace dependencies

Supported Languages

  • Python
  • JavaScript / TypeScript (including JSX/TSX)
More languages coming soon.

Next Steps