codememory

codememory

Enables AI agents to locally search, query, and understand codebases with token-efficient context, dependency graphs, history, architecture diagrams, and metrics through MCP.

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README

<img src="./assets/codememory-wodmark.png" alt="codememory-wordmark">

🧠 CodeMemory

The Persistent Intelligence Layer for Codebases
Local-first, privacy-obsessed CLI tool and Model Context Protocol (MCP) server for AI agents.

🌐 Official Website & Docs: https://codemem.vercel.app/


⚔ Key Highlights

  • šŸ”’ 100% Local & Private: Zero telemetry, zero external network calls. All intelligence stored locally in SQLite WAL mode.
  • 🌐 Interactive Web Architecture Explorer: Local visual flowchart & memory dashboard with timeline scrubbing and real-time live updates.
  • ⚔ Token Efficiency: Minimizes AI prompt token consumption by providing targeted context slices and caller graphs instead of raw file dumps.
  • šŸ” Multi-Language AST Analysis: Extracts functions, classes, interfaces, structs, and imports across TypeScript/JavaScript, Python, Rust, Go, SQL, and more.
  • šŸ‘€ Real-time Live Watcher: Detects code changes instantly with 100ms debouncing and .gitignore integration.
  • šŸ¤– Native MCP Server: Ready to connect with Antigravity, Claude Desktop, Cursor, Copilot, and custom AI agents.
  • šŸ“Š Architecture Visualizer: Generates live Mermaid diagrams, Markdown documentation, and JSON maps.

šŸš€ Quick Start

1. Installation

# Clone the repository
git clone https://github.com/EldrexDelosReyesBula/CodeMemory.git
cd CodeMemory

# Install dependencies
npm install

# Build TypeScript
npm run build

2. Basic Commands

# Initialize CodeMemory in your repository
npm run dev -- init

# Scan the current codebase and index all symbols
npm run dev -- scan

# Search for any function, class, or symbol
npm run dev -- query authenticateUser

# Extract token-budgeted AI context
npm run dev -- context AuthService --budget 2000

# Start the live background file watcher
npm run dev -- watch

# Export Mermaid architecture diagram
npm run dev -- export --format mermaid

# Check repository health and statistics
npm run dev -- status

šŸ¤– Connecting to AI Agents via MCP

CodeMemory provides a full Model Context Protocol (MCP) stdio server.

Available MCP Tools

Tool Description
codememory_search Search code symbols, signatures, and functions
codememory_get_context Token-budgeted context with dependencies & callers
codememory_get_dependencies Upstream imports and downstream dependents
codememory_get_history Recent file modifications and Git commit logs
codememory_get_architecture Generate real-time Mermaid architecture diagrams
codememory_get_metrics Overall codebase stats and language breakdowns

Antigravity & Claude Desktop Configuration

Add the following to your MCP configuration (mcp_config.json or claude_desktop_config.json):

{
  "mcpServers": {
    "codememory": {
      "command": "node",
      "args": ["c:/Users/Eldrex/Downloads/classhost/Needs/CodeMemory/dist/cli.js", "mcp"],
      "env": {}
    }
  }
}

šŸ—ļø Architecture

CodeMemory/
ā”œā”€ā”€ src/
│   ā”œā”€ā”€ types/          # Domain data types & contracts
│   ā”œā”€ā”€ db/             # SQLite engine with WAL mode & indexes
│   ā”œā”€ā”€ parser/         # Multi-language AST symbol & dependency extractor
│   ā”œā”€ā”€ watcher/        # Real-time debounced file watcher with .gitignore
│   ā”œā”€ā”€ git/            # Git commit and diff history monitor
│   ā”œā”€ā”€ generator/      # Mermaid diagram & Markdown/JSON exporters
│   ā”œā”€ā”€ context/        # Token-budgeted context assembly & symbol ranker
│   ā”œā”€ā”€ mcp/            # Model Context Protocol stdio server
│   └── cli.ts          # CLI commands router
└── tests/              # Complete Vitest test suite

šŸ“œ License

MIT License - Copyright (c) 2026 Eldrex Delos Reyes Bula.

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