Depwire

See how your code connects. Give AI tools full codebase context.

Depwire analyzes codebases to build a cross-reference graph showing how every file, function, and import connects. It provides:

• 🎨 Beautiful arc diagram visualization — Interactive Harrison Bible-style graphic
• 🤖 MCP server for AI tools — Cursor, Claude Desktop get full dependency context
• 🔍 Impact analysis — "What breaks if I rename this function?" answered precisely
• 👀 Live updates — Graph stays current as you edit code
• 🌍 Multi-language — TypeScript, JavaScript, Python, and Go

Why Depwire?

AI coding tools are flying blind. Every time Claude, Cursor, or Copilot touches your code, it's guessing about dependencies, imports, and impact. The result: broken refactors, hallucinated imports, and wasted tokens re-scanning files it already saw.

Lost context = lost money + lost time + bad code.

Depwire parsed the entire Hono framework — 305 files, 5,636 symbols, 1,565 dependency edges — in 2.3 seconds.

Depwire fixes this by giving AI tools a complete dependency graph of your codebase — not a fuzzy embedding, not a keyword search, but a deterministic, tree-sitter-parsed map of every symbol and connection.

Stop Losing Context

• No more "start from scratch" chats — Depwire is the shared knowledge layer that every AI session inherits. New chat? Your AI already knows the architecture.
• Stop burning tokens — AI tools query the graph instead of scanning hundreds of files blindly
• One command, every AI tool — Claude Desktop, Cursor, VS Code, any MCP-compatible tool gets the same complete picture

Ship Better Code

• Impact analysis for any change — renaming a function, moving a file, upgrading a dependency, deleting a module — know the full blast radius before you touch anything
• Refactor with confidence — see every downstream consumer, every transitive dependency, 2-3 levels deep
• Catch dead code — find symbols nobody references anymore

Stay in Flow

• Live graph, always current — edit a file and the dependency map updates in real-time. No re-indexing, no waiting.
• Works locally, stays private — zero cloud accounts, zero data leaving your machine. Just npm install and go.

10 MCP Tools, Not Just Visualization

Depwire isn't just a pretty graph. It's a full context engine with 10 tools that AI assistants call autonomously — architecture summaries, dependency tracing, symbol search, file context, and more. The AI decides which tool to use based on your question.

Installation

npm install -g depwire-cli

Or use directly with npx:

npx depwire-cli --help

Quick Start

CLI Usage

# Visualization (opens in browser)
npx depwire-cli viz ./my-project

# Parse and export as JSON
npx depwire-cli parse ./my-project

# Exclude test files and node_modules
npx depwire-cli parse ./my-project --exclude "**/*.test.*" "**/node_modules/**"

# Show detailed parsing progress
npx depwire-cli parse ./my-project --verbose

# Export with pretty-printed JSON and statistics
npx depwire-cli parse ./my-project --pretty --stats

# Custom output file
npx depwire-cli parse ./my-project -o my-graph.json

Claude Desktop

Add to your Claude Desktop config (~/Library/Application Support/Claude/claude_desktop_config.json on macOS):

{
  "mcpServers": {
    "depwire": {
      "command": "npx",
      "args": ["-y", "depwire-cli", "mcp"]
    }
  }
}

Then in chat:

Connect to /path/to/my/project and show me the architecture.

Cursor

Settings → Features → Experimental → Enable MCP → Add Server:

• Command: npx
• Args: -y depwire-cli mcp /path/to/project

Available MCP Tools

Supported Languages

Visualization

# Open visualization on default port (3456)
depwire viz ./my-project

# Custom port
depwire viz ./my-project --port 8080

# Exclude test files from visualization
depwire viz ./my-project --exclude "**/*.test.*"

# Verbose mode with detailed parsing logs
depwire viz ./my-project --verbose

# Don't auto-open browser
depwire viz ./my-project --no-open

Opens an interactive arc diagram in your browser:

• Rainbow-colored arcs showing cross-file dependencies
• Hover to explore connections
• Click to filter by file
• Search by filename
• Live refresh when files change — Edit code and see the graph update in real-time
• Export as SVG or PNG
• Port collision handling — Automatically finds an available port if default is in use

How It Works

1. Parser — tree-sitter extracts every symbol and reference
2. Graph — graphology builds an in-memory dependency graph
3. MCP — AI tools query the graph for context-aware answers
4. Viz — D3.js renders the graph as an interactive arc diagram

CLI Reference

depwire parse <directory>

Parse a project and export the dependency graph as JSON.

Options:

• -o, --output <path> — Output file path (default: depwire-output.json)
• --exclude <patterns...> — Glob patterns to exclude (e.g., "**/*.test.*" "dist/**")
• --verbose — Show detailed parsing progress (logs each file as it's parsed)
• --pretty — Pretty-print JSON output with indentation
• --stats — Print summary statistics (file count, symbol count, edges, timing)

Examples:

# Basic parse
depwire parse ./src

# Exclude test files and build outputs
depwire parse ./src --exclude "**/*.test.*" "**/*.spec.*" "dist/**" "build/**"

# Full verbosity with stats
depwire parse ./src --verbose --stats --pretty -o graph.json

depwire viz <directory>

Start visualization server and open arc diagram in browser.

Options:

• --port <number> — Port number (default: 3456, auto-increments if in use)
• --exclude <patterns...> — Glob patterns to exclude
• --verbose — Show detailed parsing progress
• --no-open — Don't automatically open browser

Examples:

# Basic visualization
depwire viz ./src

# Custom port without auto-open
depwire viz ./src --port 8080 --no-open

# Exclude test files with verbose logging
depwire viz ./src --exclude "**/*.test.*" --verbose

depwire mcp [directory]

Start MCP server for AI tool integration (Cursor, Claude Desktop).

Examples:

# Start MCP server on current directory
depwire mcp

# Start on specific project
depwire mcp /path/to/project

Error Handling

Depwire gracefully handles parse errors:

• Malformed files — Skipped with warning, parsing continues
• Large files — Files over 1MB are automatically skipped
• Port collisions — Auto-increments to next available port (3456 → 3457 → 3458...)
• Protected paths — Blocks access to sensitive directories (.ssh, .aws, /etc)

Example Workflows

Refactoring with AI

# In Claude Desktop or Cursor with Depwire MCP:

"Connect to /Users/me/my-app and analyze the impact of renaming UserService to UserRepository"

# Depwire responds with:
# - All files that import UserService
# - All call sites
# - All type references
# - Suggested find-and-replace strategy

Understanding a New Codebase

"Connect to https://github.com/t3-oss/create-t3-app and give me an architecture summary"

# Depwire responds with:
# - Language breakdown
# - Module/package structure
# - Most-connected files (architectural hubs)
# - Entry points

Pre-Commit Impact Check

# Check what your changes affect before committing
depwire viz . --open
# Review the arc diagram — red arcs show files you touched

Security

Depwire is read-only — it never writes to, modifies, or executes your code.

• Parses source files with tree-sitter (the same parser used by VS Code and Zed)
• Visualization server binds to localhost only
• No data leaves your machine — everything runs locally
• Blocks access to sensitive system directories (.ssh, .aws, /etc)
• npm packages published with provenance verification

See SECURITY.md for full details.

Roadmap

• PR Impact Visualization (GitHub Action)
• Temporal Graph — watch your architecture evolve over git history
• Cross-language edge detection (API routes ↔ frontend calls)
• Dependency health scoring
• VSCode extension

Contributing

Contributions welcome! Please note:

1. Fork the repository
2. Create a feature branch
3. Add tests for new functionality
4. Submit a pull request
5. Sign the CLA (handled automatically on your first PR)

All contributors must sign the Contributor License Agreement before their PR can be merged.

Author

Atef Ataya — AI architect, author, and creator of Depwire.

• 🎥 YouTube — 600K+ subscribers covering AI agents, MCP, and LLMs
• 📖 The Architect's Playbook: 5 Pillars — Best practices for AI agent architecture
• 💼 LinkedIn

License

Depwire is licensed under the Business Source License 1.1.

• Use it freely for personal projects, internal company use, and development
• Cannot be offered as a hosted/managed service to third parties
• Converts to Apache 2.0 on February 25, 2029

For commercial licensing inquiries: atef@depwire.dev

Credits

Built by ATEF ATAYA LLC

Powered by:

• tree-sitter — Fast, reliable parsing
• graphology — Powerful graph data structure
• D3.js — Data visualization
• Model Context Protocol — AI tool integration