542 lines
27 KiB
Markdown
542 lines
27 KiB
Markdown
<div align="center">
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# CodeGraph
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### Supercharge Claude Code, Cursor, Codex, OpenCode, and Hermes Agent with Semantic Code Intelligence
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**~35% cheaper · ~70% fewer tool calls · 100% local**
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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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[](#supported-platforms)
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[](#supported-platforms)
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[](#supported-platforms)
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[](#supported-agents)
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[](#supported-agents)
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[](#supported-agents)
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[](#supported-agents)
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[](#supported-agents)
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</div>
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## Get Started
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**No Node.js required** — one command grabs the right build for your OS:
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```bash
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# macOS / Linux
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curl -fsSL https://raw.githubusercontent.com/colbymchenry/codegraph/main/install.sh | sh
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# Windows (PowerShell)
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irm https://raw.githubusercontent.com/colbymchenry/codegraph/main/install.ps1 | iex
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```
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Already have Node? Use npm instead (works on any version):
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```bash
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npx @colbymchenry/codegraph # zero-install, or:
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npm i -g @colbymchenry/codegraph
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```
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<sub>CodeGraph bundles its own runtime — nothing to compile, no native build, works the same everywhere. The interactive installer auto-configures your agent(s) — Claude Code, Cursor, Codex CLI, opencode, Hermes Agent.</sub>
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### Initialize Projects
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```bash
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cd your-project
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codegraph init -i
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```
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<div align="center">
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</div>
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### Uninstall
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Changed your mind? One command removes CodeGraph from every agent it configured:
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```bash
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codegraph uninstall
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```
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<sub>Reverses the installer — strips CodeGraph's MCP server config, instructions, and permissions from each configured agent. Your project indexes (`.codegraph/`) are left untouched; remove those per-project with `codegraph uninit`. Use `--target` to remove from specific agents, or `--yes` to run non-interactively.</sub>
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---
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## Why CodeGraph?
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When Claude Code explores a codebase, it spawns **Explore agents** that scan files with grep, glob, and Read — consuming tokens on every tool call.
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**CodeGraph gives those agents a pre-indexed knowledge graph** — symbol relationships, call graphs, and code structure. Agents query the graph instantly instead of scanning files.
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### Benchmark Results
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Tested across **7 real-world open-source codebases** spanning 7 languages, comparing an agent (Claude Code, headless) answering one architecture question **with** and **without** CodeGraph. Each cell is the savings at the **median of 4 runs per arm**.
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> **Average: 35% cheaper · 59% fewer tokens · 49% faster · 70% fewer tool calls**
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| Codebase | Language | Cost | Tokens | Time | Tool calls |
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|----------|----------|------|--------|------|------------|
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| **VS Code** | TypeScript · ~10k files | 35% cheaper | 73% fewer | 41% faster | 72% fewer |
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| **Excalidraw** | TypeScript · ~600 | 47% cheaper | 73% fewer | 60% faster | 86% fewer |
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| **Django** | Python · ~2.7k | 34% cheaper | 64% fewer | 59% faster | 81% fewer |
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| **Tokio** | Rust · ~700 | 52% cheaper | 81% fewer | 63% faster | 89% fewer |
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| **OkHttp** | Java · ~640 | 17% cheaper | 41% fewer | 36% faster | 64% fewer |
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| **Gin** | Go · ~150 | 22% cheaper | 23% fewer | 34% faster | 19% fewer |
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| **Alamofire** | Swift · ~100 | 38% cheaper | 59% fewer | 51% faster | 77% fewer |
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The gains scale with codebase size: on large repos the agent answers from the index in a handful of calls with **zero file reads**, while the no-CodeGraph agent fans out across grep/find/Read (and the sub-agents it spawns). On a small repo like Gin (~150 files) native search is already cheap, so the margin narrows.
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<details>
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<summary><strong>Full benchmark details</strong></summary>
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**Methodology.** Each arm is `claude -p` (Claude Opus 4.7, Claude Code v2.1.145) run headlessly against the repo with `--strict-mcp-config`: **WITH** = CodeGraph's MCP server enabled, **WITHOUT** = an empty MCP config. Built-in Read/Grep/Bash stay available to both. Same question per repo, **4 runs per arm, median reported**. Cost = the run's `total_cost_usd`; Tokens = total tokens processed (input incl. cached + output); Time = wall-clock; Tool calls = every tool invocation, including those inside any sub-agents the model spawns. Repos cloned at `--depth 1` and indexed by the same CodeGraph build that served them.
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**Queries:**
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| Codebase | Query |
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|----------|-------|
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| VS Code | "How does the extension host communicate with the main process?" |
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| Excalidraw | "How does Excalidraw render and update canvas elements?" |
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| Django | "How does Django's ORM build and execute a query from a QuerySet?" |
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| Tokio | "How does tokio schedule and run async tasks on its runtime?" |
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| OkHttp | "How does OkHttp process a request through its interceptor chain?" |
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| Gin | "How does gin route requests through its middleware chain?" |
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| Alamofire | "How does Alamofire build, send, and validate a request?" |
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**Raw medians — WITH → WITHOUT:**
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| Codebase | Cost | Tokens | Time | Tool calls |
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|----------|------|--------|------|------------|
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| VS Code | $0.42 → $0.64 | 393k → 1.4M | 1m 0s → 1m 43s | 7 → 23 |
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| Excalidraw | $0.54 → $1.02 | 851k → 3.2M | 1m 17s → 3m 14s | 12 → 83 |
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| Django | $0.41 → $0.62 | 499k → 1.4M | 1m 0s → 2m 25s | 9 → 48 |
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| Tokio | $0.50 → $1.04 | 657k → 3.4M | 1m 5s → 2m 56s | 9 → 75 |
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| OkHttp | $0.36 → $0.44 | 352k → 596k | 45s → 1m 11s | 5 → 14 |
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| Gin | $0.36 → $0.46 | 431k → 562k | 47s → 1m 11s | 7 → 8 |
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| Alamofire | $0.61 → $0.99 | 1.1M → 2.6M | 1m 19s → 2m 41s | 15 → 64 |
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**Why CodeGraph wins:** with the index available, the agent answers directly — `codegraph_context` to map the area, then one `codegraph_explore` for the relevant source — and stops, usually with zero file reads. Without it, the agent (and the Explore sub-agents it spawns) spends most of its budget on discovery (find/ls/grep) before reading the right code. CodeGraph only helps when queried *directly*, so its instructions steer agents to answer directly rather than delegate exploration to file-reading sub-agents — otherwise a sub-agent reads files regardless and CodeGraph becomes overhead.
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</details>
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---
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## Key Features
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| **Smart Context Building** | One tool call returns entry points, related symbols, and code snippets — no expensive exploration agents |
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| **Full-Text Search** | Find code by name instantly across your entire codebase, powered by FTS5 |
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| **Impact Analysis** | Trace callers, callees, and the full impact radius of any symbol before making changes |
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| **Always Fresh** | File watcher uses native OS events (FSEvents/inotify/ReadDirectoryChangesW) with debounced auto-sync — the graph stays current as you code, zero config |
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| **19+ Languages** | TypeScript, JavaScript, Python, Go, Rust, Java, C#, PHP, Ruby, C, C++, Swift, Kotlin, Dart, Lua, Luau, Svelte, Liquid, Pascal/Delphi |
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| **Framework-aware Routes** | Recognizes web-framework routing files and links URL patterns to their handlers across 14 frameworks |
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| **100% Local** | No data leaves your machine. No API keys. No external services. SQLite database only |
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---
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## Framework-aware Routes
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CodeGraph detects web-framework routing files and emits `route` nodes linked by `references` edges to their handler classes or functions. Querying callers of a view/controller now surfaces the URL pattern that binds it.
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| Framework | Shapes recognized |
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| **Django** | `path()`, `re_path()`, `url()`, `include()` in `urls.py` (CBV `.as_view()`, dotted paths) |
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| **Flask** | `@app.route('/path', methods=[...])`, blueprint routes |
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| **FastAPI** | `@app.get(...)`, `@router.post(...)`, all standard methods |
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| **Express** | `app.get(...)`, `router.post(...)` with middleware chains |
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| **NestJS** | `@Controller` + `@Get/@Post/...`, GraphQL `@Resolver` + `@Query/@Mutation`, `@MessagePattern`/`@EventPattern`, `@SubscribeMessage` |
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| **Laravel** | `Route::get()`, `Route::resource()`, `Controller@action`, tuple syntax |
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| **Drupal** | `*.routing.yml` routes (`_controller`, `_form`, entity handlers); `hook_*` implementations in `.module`/`.theme`/`.install`/`.inc` |
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| **Rails** | `get '/x', to: 'users#index'`, hash-rocket `=>` syntax |
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| **Spring** | `@GetMapping`, `@PostMapping`, `@RequestMapping` on methods |
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| **Gin / chi / gorilla / mux** | `r.GET(...)`, `router.HandleFunc(...)` |
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| **Axum / actix / Rocket** | `.route("/x", get(handler))` |
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| **ASP.NET** | `[HttpGet("/x")]` attributes on action methods |
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| **Vapor** | `app.get("x", use: handler)` |
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| **React Router** / **SvelteKit** | Route component nodes |
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---
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## Quick Start
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### 1. Run the Installer
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```bash
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npx @colbymchenry/codegraph
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```
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The installer will:
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- Ask which agent(s) to configure — auto-detects installed ones from: **Claude Code**, **Cursor**, **Codex CLI**, **opencode**, **Hermes Agent**
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- Prompt to install `codegraph` on your PATH (so agents can launch the MCP server)
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- Ask whether configs apply to all your projects or just this one
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- Write each chosen agent's MCP server config + an instructions file (e.g. `CLAUDE.md`, `.cursor/rules/codegraph.mdc`, `~/.codex/AGENTS.md`)
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- Set up auto-allow permissions when Claude Code is one of the targets
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- Initialize your current project (local installs only)
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**Non-interactive (scripting / CI):**
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```bash
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codegraph install --yes # auto-detect agents, install global
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codegraph install --target=cursor,claude --yes # explicit target list
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codegraph install --target=auto --location=local # detected agents, project-local
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codegraph install --print-config codex # print snippet, no file writes
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```
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| Flag | Values | Default |
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|---|---|---|
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| `--target` | `auto`, `all`, `none`, or csv (`claude,cursor,...`) | prompt |
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| `--location` | `global`, `local` | prompt |
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| `--yes` | (boolean) | prompt every step |
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| `--no-permissions` | (boolean) skip Claude auto-allow list | permissions on |
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| `--print-config <id>` | dump snippet for one agent and exit | — |
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### 2. Restart Your Agent
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Restart your agent (Claude Code / Cursor / Codex CLI / opencode / Hermes Agent) for the MCP server to load.
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### 3. Initialize Projects
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```bash
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cd your-project
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codegraph init -i
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```
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Builds the per-project knowledge graph index. Also wires up any project-local agent surfaces (e.g. Cursor's `.cursor/rules/codegraph.mdc`) so a single global `codegraph install` works in every project you open — no need to re-run the installer per project.
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That's it — your agent will use CodeGraph tools automatically when a `.codegraph/` directory exists.
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<details>
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<summary><strong>Manual Setup (Alternative)</strong></summary>
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**Install globally:**
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```bash
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npm install -g @colbymchenry/codegraph
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```
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**Add to `~/.claude.json`:**
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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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**Add to `~/.claude/settings.json` (optional, for auto-allow):**
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```json
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{
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"permissions": {
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"allow": [
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"mcp__codegraph__codegraph_search",
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"mcp__codegraph__codegraph_context",
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"mcp__codegraph__codegraph_callers",
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"mcp__codegraph__codegraph_callees",
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"mcp__codegraph__codegraph_impact",
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"mcp__codegraph__codegraph_node",
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"mcp__codegraph__codegraph_status",
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"mcp__codegraph__codegraph_files"
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]
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}
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}
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```
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</details>
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<details>
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<summary><strong>Global Instructions Reference</strong></summary>
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The installer automatically adds these instructions 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 faster, smarter code exploration.
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### If `.codegraph/` exists in the project
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**NEVER call `codegraph_explore` or `codegraph_context` directly in the main session.** These tools return large amounts of source code that fills up main session context. Instead, ALWAYS spawn an Explore agent for any exploration question (e.g., "how does X work?", "explain the Y system", "where is Z implemented?").
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**When spawning Explore agents**, include this instruction in the prompt:
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> This project has CodeGraph initialized (.codegraph/ exists). Use `codegraph_explore` as your PRIMARY tool — it returns full source code sections from all relevant files in one call.
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>
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> **Rules:**
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> 1. Follow the explore call budget in the `codegraph_explore` tool description — it scales automatically based on project size.
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> 2. Do NOT re-read files that codegraph_explore already returned source code for. The source sections are complete and authoritative.
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> 3. Only fall back to grep/glob/read for files listed under "Additional relevant files" if you need more detail, or if codegraph returned no results.
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**The main session may only use these lightweight tools directly** (for targeted lookups before making edits, not for exploration):
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| Tool | Use For |
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|------|---------|
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| `codegraph_search` | Find symbols by name |
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| `codegraph_callers` / `codegraph_callees` | Trace call flow |
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| `codegraph_impact` | Check what's affected before editing |
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| `codegraph_node` | Get a single symbol's details |
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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:
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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?"
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```
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</details>
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---
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## How It Works
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```
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┌─────────────────────────────────────────────────────────────────┐
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│ Claude Code │
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│ │
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│ "Implement user authentication" │
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│ │ │
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│ ▼ │
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│ ┌─────────────────┐ ┌─────────────────┐ │
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│ │ Explore Agent │ ──── │ Explore Agent │ │
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│ └────────┬────────┘ └────────┬────────┘ │
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│ │ │ │
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└───────────┼────────────────────────┼─────────────────────────────┘
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│ │
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▼ ▼
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┌───────────────────────────────────────────────────────────────────┐
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│ CodeGraph MCP Server │
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│ ┌─────────────┐ ┌─────────────┐ ┌─────────────┐ │
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│ │ Search │ │ Callers │ │ Context │ │
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│ │ "auth" │ │ "login()" │ │ for task │ │
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│ └──────┬──────┘ └──────┬──────┘ └──────┬──────┘ │
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│ │ │ │ │
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│ └────────────────┼────────────────┘ │
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│ ▼ │
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│ ┌───────────────────────┐ │
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│ │ SQLite Graph DB │ │
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│ │ • 387 symbols │ │
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│ │ • 1,204 edges │ │
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│ │ • Instant lookups │ │
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│ └───────────────────────┘ │
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└───────────────────────────────────────────────────────────────────┘
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```
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1. **Extraction** — [tree-sitter](https://tree-sitter.github.io/) parses source code into ASTs. Language-specific queries extract nodes (functions, classes, methods) and edges (calls, imports, extends, implements).
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2. **Storage** — Everything goes into a local SQLite database (`.codegraph/codegraph.db`) with FTS5 full-text search.
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3. **Resolution** — After extraction, references are resolved: function calls → definitions, imports → source files, class inheritance, and framework-specific patterns.
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4. **Auto-Sync** — The MCP server watches your project using native OS file events. Changes are debounced (2-second quiet window), filtered to source files only, and incrementally synced. The graph stays fresh as you code — no configuration needed.
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---
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## CLI Reference
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```bash
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codegraph # Run interactive installer
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codegraph install # Run installer (explicit)
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codegraph uninstall # Remove CodeGraph from your agents (inverse of install)
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codegraph init [path] # Initialize in a project (--index to also index)
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codegraph uninit [path] # Remove CodeGraph from a project (--force to skip prompt)
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codegraph index [path] # Full index (--force to re-index, --quiet for less output)
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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 (--kind, --limit, --json)
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codegraph files [path] # Show file structure (--format, --filter, --max-depth, --json)
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codegraph context <task> # Build context for AI (--format, --max-nodes)
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codegraph callers <symbol> # Find what calls a function/method (--limit, --json)
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codegraph callees <symbol> # Find what a function/method calls (--limit, --json)
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codegraph impact <symbol> # Analyze what code is affected by changing a symbol (--depth, --json)
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codegraph affected [files...] # Find test files affected by changes (see below)
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codegraph serve --mcp # Start MCP server
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```
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### `codegraph affected`
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Traces import dependencies transitively to find which test files are affected by changed source files.
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```bash
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codegraph affected src/utils.ts src/api.ts # Pass files as arguments
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git diff --name-only | codegraph affected --stdin # Pipe from git diff
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codegraph affected src/auth.ts --filter "e2e/*" # Custom test file pattern
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```
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| Option | Description | Default |
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|--------|-------------|---------|
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| `--stdin` | Read file list from stdin | `false` |
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| `-d, --depth <n>` | Max dependency traversal depth | `5` |
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| `-f, --filter <glob>` | Custom glob to identify test files | auto-detect |
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| `-j, --json` | Output as JSON | `false` |
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| `-q, --quiet` | Output file paths only | `false` |
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**CI/hook example:**
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```bash
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#!/usr/bin/env bash
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AFFECTED=$(git diff --name-only HEAD | codegraph affected --stdin --quiet)
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if [ -n "$AFFECTED" ]; then
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npx vitest run $AFFECTED
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fi
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```
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---
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## MCP Tools
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When running as an MCP server, CodeGraph exposes these tools to Claude Code:
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| Tool | Purpose |
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|------|---------|
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| `codegraph_search` | Find symbols by name across the codebase |
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| `codegraph_context` | Build relevant code context for a task |
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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` | Analyze what code is affected by changing a symbol |
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| `codegraph_node` | Get details about a specific symbol (optionally with source code) |
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| `codegraph_explore` | Return source for several related symbols grouped by file, plus a relationship map, in one call |
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| `codegraph_files` | Get indexed file structure (faster than filesystem scanning) |
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| `codegraph_status` | Check index health and statistics |
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---
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## Library Usage
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```typescript
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import CodeGraph from '@colbymchenry/codegraph';
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const cg = await CodeGraph.init('/path/to/project');
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// Or: const cg = await CodeGraph.open('/path/to/project');
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await cg.indexAll({
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onProgress: (p) => console.log(`${p.phase}: ${p.current}/${p.total}`)
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});
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const results = cg.searchNodes('UserService');
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const callers = cg.getCallers(results[0].node.id);
|
|
const context = await cg.buildContext('fix login bug', { maxNodes: 20, includeCode: true, format: 'markdown' });
|
|
const impact = cg.getImpactRadius(results[0].node.id, 2);
|
|
|
|
cg.watch(); // auto-sync on file changes
|
|
cg.unwatch(); // stop watching
|
|
cg.close();
|
|
```
|
|
|
|
---
|
|
|
|
## Configuration
|
|
|
|
There isn't any — CodeGraph is zero-config. It indexes every file whose
|
|
extension maps to a [supported language](#supported-languages) and **respects
|
|
your `.gitignore`**: in git repos via git itself, and in non-git projects by
|
|
reading `.gitignore` files directly (root and nested, the same way git would).
|
|
|
|
What that means in practice:
|
|
|
|
- Anything git ignores — `node_modules`, build output, secrets in `.env` — is
|
|
never indexed. **To keep something out of the graph, add it to `.gitignore`.**
|
|
- There's no config file to write or keep in sync, and nothing to wire up per
|
|
language: support is automatic from the file extension.
|
|
- Files larger than 1 MB are skipped (generated bundles, minified JS, vendored
|
|
blobs) — they cost parse budget for no useful symbols.
|
|
|
|
> Committed files that aren't gitignored *are* indexed, even under `vendor/` or a
|
|
> committed `dist/`. If you commit a dependency or build directory you don't want
|
|
> in the graph, add it to `.gitignore`.
|
|
|
|
## Supported Platforms
|
|
|
|
Every release ships a self-contained build (bundled Node runtime — nothing to
|
|
compile) for all three desktop OSes, on both Intel/AMD (x64) and ARM (arm64):
|
|
|
|
| Platform | Architectures | Install |
|
|
|----------|---------------|---------|
|
|
| Windows | x64, arm64 | PowerShell installer or npm |
|
|
| macOS | x64, arm64 | shell installer or npm |
|
|
| Linux | x64, arm64 | shell installer or npm |
|
|
|
|
See [Get Started](#get-started) for the one-line install commands.
|
|
|
|
## Supported Agents
|
|
|
|
The interactive installer auto-detects and configures each of these — wiring up
|
|
the MCP server and writing its instructions file:
|
|
|
|
- **Claude Code**
|
|
- **Cursor**
|
|
- **Codex CLI**
|
|
- **opencode**
|
|
- **Hermes Agent**
|
|
|
|
## Supported Languages
|
|
|
|
| Language | Extension | Status |
|
|
|----------|-----------|--------|
|
|
| TypeScript | `.ts`, `.tsx` | Full support |
|
|
| JavaScript | `.js`, `.jsx`, `.mjs` | Full support |
|
|
| Python | `.py` | Full support |
|
|
| Go | `.go` | Full support |
|
|
| Rust | `.rs` | Full support |
|
|
| Java | `.java` | Full support |
|
|
| C# | `.cs` | Full support |
|
|
| PHP | `.php` | Full support |
|
|
| Ruby | `.rb` | Full support |
|
|
| C | `.c`, `.h` | Full support |
|
|
| C++ | `.cpp`, `.hpp`, `.cc` | Full support |
|
|
| Swift | `.swift` | Full support |
|
|
| Kotlin | `.kt`, `.kts` | Full support |
|
|
| Scala | `.scala`, `.sc` | Full support (classes, traits, methods, type aliases, Scala 3 enums) |
|
|
| Dart | `.dart` | Full support |
|
|
| Svelte | `.svelte` | Full support (script extraction, Svelte 5 runes, SvelteKit routes) |
|
|
| Vue | `.vue` | Full support (script + script-setup extraction, Nuxt page/API/middleware routes) |
|
|
| Liquid | `.liquid` | Full support |
|
|
| Pascal / Delphi | `.pas`, `.dpr`, `.dpk`, `.lpr` | Full support (classes, records, interfaces, enums, DFM/FMX form files) |
|
|
| Lua | `.lua` | Full support (functions, methods with receivers, local variables, `require` imports, call edges) |
|
|
| Luau | `.luau` | Full support (everything in Lua, plus `type`/`export type` aliases, typed signatures, and Roblox instance-path `require`) |
|
|
|
|
## Troubleshooting
|
|
|
|
**"CodeGraph not initialized"** — Run `codegraph init` in your project directory first.
|
|
|
|
**Indexing is slow** — Check that `node_modules` and other large directories are excluded. Use `--quiet` to reduce output overhead.
|
|
|
|
**MCP hits `database is locked`** — current builds shouldn't: CodeGraph bundles its own Node runtime and uses Node's built-in `node:sqlite` in WAL mode, where concurrent reads never block on a writer. If you still see it:
|
|
|
|
- **You're on an old (pre-0.9) install.** Reinstall to get the bundled runtime — `curl -fsSL https://raw.githubusercontent.com/colbymchenry/codegraph/main/install.sh | sh` (macOS/Linux), `irm https://raw.githubusercontent.com/colbymchenry/codegraph/main/install.ps1 | iex` (Windows), or `npm i -g @colbymchenry/codegraph@latest`.
|
|
- **`codegraph status` shows `Journal:` other than `wal`** — WAL couldn't be enabled on this filesystem (common on network shares and WSL2 `/mnt`), so reads can block on writes. Move the project (with its `.codegraph/` folder) onto a local disk.
|
|
|
|
**MCP server not connecting** — Ensure the project is initialized/indexed, verify the path in your MCP config, and check that `codegraph serve --mcp` works from the command line.
|
|
|
|
**Missing symbols** — The MCP server auto-syncs on save (wait a couple seconds). Run `codegraph sync` manually if needed. Check that the file's language is supported and isn't excluded by config patterns.
|
|
|
|
## Star History
|
|
|
|
<a href="https://www.star-history.com/?repos=colbymchenry%2Fcodegraph&type=date&legend=top-left">
|
|
<picture>
|
|
<source media="(prefers-color-scheme: dark)" srcset="https://api.star-history.com/chart?repos=colbymchenry/codegraph&type=date&theme=dark&legend=top-left" />
|
|
<source media="(prefers-color-scheme: light)" srcset="https://api.star-history.com/chart?repos=colbymchenry/codegraph&type=date&legend=top-left" />
|
|
<img alt="Star History Chart" src="https://api.star-history.com/chart?repos=colbymchenry/codegraph&type=date&legend=top-left" />
|
|
</picture>
|
|
</a>
|
|
|
|
## License
|
|
|
|
MIT
|
|
|
|
---
|
|
|
|
<div align="center">
|
|
|
|
**Made for AI coding agents — Claude Code, Cursor, Codex CLI, opencode, and Hermes Agent**
|
|
|
|
[Report Bug](https://github.com/colbymchenry/codegraph/issues) · [Request Feature](https://github.com/colbymchenry/codegraph/issues)
|
|
|
|
</div>
|