- Add codegraph_explore MCP tool for deep exploration with condensed output - Expand default exclude patterns for framework build outputs (.next, .nuxt, .expo, etc.) - Increase node ID hash length from 16 to 32 chars to prevent collisions - Add feature request detection with UX clarification reminders - Update README with MCP tools reference and best practices - Update CLAUDE.md with context usage guidelines Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
545 lines
14 KiB
Markdown
545 lines
14 KiB
Markdown
<div align="center">
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# 🔮 CodeGraph
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### Supercharge Claude Code with Semantic Code Intelligence
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**2x faster exploration • 40% fewer tokens • Zero API costs**
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[](https://www.npmjs.com/package/@colbymchenry/codegraph)
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[](https://opensource.org/licenses/MIT)
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[](https://nodejs.org/)
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</div>
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---
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## 🚀 Why CodeGraph?
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Without CodeGraph, Claude Code spawns expensive exploration agents that make dozens of API calls to understand your codebase. **CodeGraph changes that.**
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<table>
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<tr>
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<td width="50%">
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### ❌ Without CodeGraph
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```
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Exploring codebase...
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↳ 21 tool calls
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↳ 37,700 tokens consumed
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↳ 70 seconds
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↳ ~$0.50-2.00 per exploration
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```
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</td>
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<td width="50%">
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### ✅ With CodeGraph
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```
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Building context...
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↳ 1-3 tool calls
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↳ Local MCP (0 tokens)
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↳ 35 seconds
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↳ $0.00 for exploration
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```
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</td>
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</tr>
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</table>
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### 📊 Real-World Results
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| Metric | Without CodeGraph | With CodeGraph | Improvement |
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|--------|-------------------|----------------|-------------|
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| **Speed** | 70s | 35s | **2x faster** |
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| **Tokens per task** | ~40,000 | ~0 (local) | **40,000 saved** |
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| **Cost per exploration** | $0.50-2.00 | $0.00 | **Free** |
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---
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## ✨ Key Features
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<table>
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<tr>
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<td width="33%" valign="top">
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### 🧠 Smart Context Building
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One tool call returns everything Claude needs—entry points, related symbols, and code snippets. No more expensive exploration agents.
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</td>
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<td width="33%" valign="top">
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### 🔍 Semantic Search
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Find code by meaning, not just text. Search for "authentication" and find `login`, `validateToken`, `AuthService`—even with different naming conventions.
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</td>
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<td width="33%" valign="top">
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### 📈 Impact Analysis
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Know exactly what breaks before you change it. Trace callers, callees, and the full impact radius of any symbol.
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</td>
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</tr>
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<tr>
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<td width="33%" valign="top">
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### 🌍 15+ Languages
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TypeScript, JavaScript, Python, Go, Rust, Java, C#, PHP, Ruby, C, C++, Swift, Kotlin—all with the same API.
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</td>
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<td width="33%" valign="top">
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### 🔒 100% Local
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No data leaves your machine. No API keys. No external services. Everything runs on your local SQLite database.
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</td>
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<td width="33%" valign="top">
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### ⚡ Always Fresh
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Git hooks automatically sync the index on every commit. Your code intelligence is always up to date.
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</td>
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</tr>
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</table>
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---
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## 🎯 Quick Start
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### Step 1: Install
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```bash
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npm install -g @colbymchenry/codegraph
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```
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### Step 2: Configure Claude Code MCP
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Add to your `~/.claude.json` in the `mcpServers` section:
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```json
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{
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"mcpServers": {
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"codegraph": {
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"type": "stdio",
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"command": "codegraph",
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"args": ["serve", "--mcp"]
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}
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}
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}
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```
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### Step 3: Add Global Instructions
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Create or append to `~/.claude/CLAUDE.md`:
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```markdown
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## CodeGraph
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CodeGraph builds a semantic knowledge graph of codebases for better code exploration.
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### If `.codegraph/` exists in the project
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**For complex tasks (features, refactoring, multi-file changes):**
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Use `codegraph_explore` first - it does deep exploration internally and returns a condensed brief, keeping your context clean:
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codegraph_explore(task: "implement bundle product swapping", keywords: "bundle,swap,subscription")
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**For simple lookups**, use targeted tools:
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- `codegraph_search` - Find symbols by name
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- `codegraph_context` - Get context for a task/issue
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- `codegraph_callers` - Find what calls a function
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- `codegraph_callees` - Find what a function calls
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- `codegraph_impact` - See what's affected by changing a symbol
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- `codegraph_node` - Get details about a specific symbol
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- `codegraph_status` - Check index status
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**Important:** CodeGraph provides CODE context, not product requirements. For new features, still ask the user about UX preferences, edge cases, and acceptance criteria before implementing.
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The index auto-updates via git post-commit hook, so no manual sync needed.
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### If `.codegraph/` does NOT exist
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At the start of a session, ask the user if they'd like to initialize CodeGraph for better code intelligence:
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"I notice this project doesn't have CodeGraph initialized. Would you like me to run `codegraph init -i` to build a code knowledge graph? This enables smarter code exploration, caller/callee analysis, and impact detection."
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If they agree, run:
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codegraph init -i
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```
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### Step 4: Initialize Your Projects
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```bash
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cd your-project
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codegraph init -i # Initialize and index
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```
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### Step 5: Restart Claude Code
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Restart Claude Code for the MCP server to load. The tools will be available in any project with a `.codegraph/` directory.
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---
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## 📋 Requirements
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- Node.js >= 18.0.0
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---
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## 💻 CLI Usage
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```bash
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codegraph init [path] # Initialize in a project
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codegraph index [path] # Full index
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codegraph sync [path] # Incremental update
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codegraph status [path] # Show statistics
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codegraph query <search> # Search symbols
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codegraph context <task> # Build context for AI
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codegraph hooks install # Install git auto-sync hook
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codegraph serve --mcp # Start MCP server
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```
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## 📖 CLI Commands
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### `codegraph init [path]`
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Initialize CodeGraph in a project directory. Creates a `.codegraph/` directory with the database and configuration.
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```bash
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codegraph init # Initialize in current directory
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codegraph init /path/to/project # Initialize in specific directory
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codegraph init --index # Initialize and immediately index
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codegraph init --no-hooks # Skip git hook installation
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```
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### `codegraph index [path]`
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Index all files in the project. Extracts functions, classes, methods, and their relationships.
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```bash
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codegraph index # Index current directory
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codegraph index --force # Force full re-index
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codegraph index --quiet # Suppress progress output
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```
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### `codegraph sync [path]`
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Incrementally sync changes since the last index. Only processes added, modified, or removed files.
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```bash
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codegraph sync # Sync current directory
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codegraph sync --quiet # Suppress output
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```
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### `codegraph status [path]`
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Show index status and statistics.
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```bash
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codegraph status
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```
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Output includes:
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- Files indexed, nodes, edges
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- Nodes by kind (functions, classes, methods, etc.)
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- Files by language
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- Pending changes (if any)
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- Git hook status
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### `codegraph query <search>`
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Search for symbols in the codebase by name.
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```bash
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codegraph query "authenticate" # Search for symbols
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codegraph query "User" --kind class # Filter by kind
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codegraph query "process" --limit 20 # Limit results
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codegraph query "validate" --json # Output as JSON
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```
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### `codegraph context <task>`
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Build relevant code context for a task. Uses semantic search to find entry points, then expands through the graph to find related code.
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```bash
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codegraph context "fix checkout bug"
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codegraph context "add user authentication" --format json
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codegraph context "refactor payment service" --max-nodes 30
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```
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### `codegraph hooks`
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Manage git hooks for automatic syncing.
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```bash
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codegraph hooks install # Install post-commit hook
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codegraph hooks remove # Remove hook
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codegraph hooks status # Check if hook is installed
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```
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### `codegraph serve`
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Start CodeGraph as an MCP server for AI assistants.
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```bash
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codegraph serve # Show MCP configuration help
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codegraph serve --mcp # Start MCP server (stdio)
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codegraph serve --mcp --path /project # Specify project path
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```
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## 🔌 MCP Tools Reference
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When running as an MCP server, CodeGraph exposes these tools to AI assistants:
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### `codegraph_explore` ⭐ Recommended for complex tasks
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Deep exploration that returns a condensed brief. Use this for features, refactoring, or multi-file changes to keep your main context clean.
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```
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codegraph_explore(task: "implement user authentication", keywords: "auth,login,user")
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```
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**Returns:** Key files, entry points, types, functions, data flow, and suggested next steps.
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### `codegraph_context`
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Build context for a specific task. Good for focused queries.
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```
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codegraph_context(task: "fix checkout validation bug", maxNodes: 20)
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```
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### `codegraph_search`
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Quick symbol search by name. Returns locations only.
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```
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codegraph_search(query: "UserService", kind: "class", limit: 10)
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```
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### `codegraph_callers` / `codegraph_callees`
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Find what calls a function, or what a function calls.
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```
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codegraph_callers(symbol: "validatePayment", limit: 20)
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codegraph_callees(symbol: "processOrder", limit: 20)
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```
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### `codegraph_impact`
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Analyze what code would be affected by changing a symbol.
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```
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codegraph_impact(symbol: "UserService", depth: 2)
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```
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### `codegraph_node`
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Get details about a specific symbol. Use `includeCode: true` only when needed.
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```
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codegraph_node(symbol: "authenticate", includeCode: true)
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```
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### `codegraph_status`
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Check index health and statistics.
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### Context Usage Best Practices
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| Approach | Context Impact | When to Use |
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|----------|----------------|-------------|
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| `codegraph_explore` | **Low** - condensed summary | Complex features, refactoring |
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| Multiple tool calls | **High** - each result accumulates | Avoid for complex tasks |
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| `codegraph_context` | **Medium** | Focused, single-area queries |
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## 📚 Library Usage
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CodeGraph can also be used as a library in your Node.js applications:
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```typescript
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import CodeGraph from '@colbymchenry/codegraph';
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// Initialize a new project
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const cg = await CodeGraph.init('/path/to/project');
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// Or open an existing one
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const cg = await CodeGraph.open('/path/to/project');
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// Index with progress callback
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await cg.indexAll({
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onProgress: (progress) => {
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console.log(`${progress.phase}: ${progress.current}/${progress.total}`);
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}
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});
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// Search for symbols
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const results = cg.searchNodes('UserService');
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// Get callers of a function
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const node = results[0].node;
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const callers = cg.getCallers(node.id);
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// Build context for a task
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const context = await cg.buildContext('fix login bug', {
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maxNodes: 20,
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includeCode: true,
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format: 'markdown'
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});
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// Get impact radius
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const impact = cg.getImpactRadius(node.id, 2);
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// Sync changes
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const syncResult = await cg.sync();
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// Clean up
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cg.close();
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```
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## ⚙️ How It Works
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### 1. Extraction
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CodeGraph uses [tree-sitter](https://tree-sitter.github.io/) to parse source code into ASTs. Language-specific queries (`.scm` files) extract:
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- **Nodes**: Functions, methods, classes, interfaces, types, variables
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- **Edges**: Calls, imports, extends, implements, returns_type
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Each node gets a unique ID based on its kind, file path, name, and line number.
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### 2. Storage
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All data is stored in a local SQLite database (`.codegraph/codegraph.db`):
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- **nodes** table: All code entities with metadata
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- **edges** table: Relationships between nodes
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- **files** table: File tracking for incremental updates
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- **node_vectors** / **vector_map**: Embeddings for semantic search (using sqlite-vss)
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### 3. Reference Resolution
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After extraction, CodeGraph resolves references:
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1. Match function calls to function definitions
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2. Resolve imports to their source files
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3. Link class inheritance and interface implementations
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4. Apply framework-specific patterns (Express routes, etc.)
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### 4. Semantic Search
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CodeGraph uses local embeddings (via [@xenova/transformers](https://github.com/xenova/transformers.js)) to enable semantic search:
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1. Code symbols are embedded using a transformer model
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2. Queries are embedded and compared using cosine similarity
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3. Results are ranked by relevance
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### 5. Graph Queries
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The graph structure enables powerful queries:
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- **Callers/Callees**: Direct call relationships
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- **Impact Radius**: BFS traversal to find all potentially affected code
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- **Dependencies**: What a symbol depends on
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- **Dependents**: What depends on a symbol
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### 6. Context Building
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When you request context for a task:
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1. Semantic search finds relevant entry points
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2. Graph traversal expands to related code
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3. Code snippets are extracted
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4. Results are formatted for AI consumption
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## ⚙️ Configuration
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The `.codegraph/config.json` file controls indexing behavior:
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```json
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{
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"version": 1,
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"projectName": "my-project",
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"languages": ["typescript", "javascript"],
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"exclude": [
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"node_modules/**",
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"dist/**",
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"build/**",
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"*.min.js"
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],
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"frameworks": ["express", "react"],
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"maxFileSize": 1048576,
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"gitHooksEnabled": true
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}
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```
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### Options
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| Option | Description | Default |
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|--------|-------------|---------|
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| `languages` | Languages to index (auto-detected if empty) | `[]` |
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| `exclude` | Glob patterns to ignore | `["node_modules/**", ...]` |
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| `frameworks` | Framework hints for better resolution | `[]` |
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| `maxFileSize` | Skip files larger than this (bytes) | `1048576` (1MB) |
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| `gitHooksEnabled` | Enable git hook installation | `true` |
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## 🌐 Supported Languages
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| Language | Extension | Status |
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|----------|-----------|--------|
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| TypeScript | `.ts`, `.tsx` | Full support |
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| JavaScript | `.js`, `.jsx`, `.mjs` | Full support |
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| Python | `.py` | Full support |
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| Go | `.go` | Full support |
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| Rust | `.rs` | Full support |
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| Java | `.java` | Full support |
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| C# | `.cs` | Full support |
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| PHP | `.php` | Full support |
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| Ruby | `.rb` | Full support |
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| C | `.c`, `.h` | Full support |
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| C++ | `.cpp`, `.hpp`, `.cc` | Full support |
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| Swift | `.swift` | Basic support |
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| Kotlin | `.kt` | Basic support |
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## 🔧 Troubleshooting
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### "CodeGraph not initialized"
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Run `codegraph init` in your project directory first.
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### Indexing is slow
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- Check if `node_modules` or other large directories are excluded
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- Use `--quiet` flag to reduce console output overhead
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- Consider increasing `maxFileSize` if you have large files to skip
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### MCP server not connecting
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1. Ensure the project is initialized and indexed
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2. Check the path in your MCP configuration is correct
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3. Verify `codegraph serve --mcp` works from the command line
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4. Check Claude Code logs for connection errors
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### Missing symbols in search
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- Run `codegraph sync` to pick up recent changes
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- Check if the file's language is supported
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- Verify the file isn't excluded by config patterns
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---
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## 📄 License
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MIT
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---
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<div align="center">
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**Made for the Claude Code community** 🤖
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[Report Bug](https://github.com/colbymchenry/codegraph/issues) · [Request Feature](https://github.com/colbymchenry/codegraph/issues)
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</div>
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