工具介绍
GitNexus: The Zero-Server Code Intelligence Engine - GitNexus is a client-side knowledge graph creator that runs entirely in your browser. Drop in a git r
# GitNexus (Akon Labs)
**⚠️ Important Notice:** GitNexus has NO official cryptocurrency, token, or coin. Any token/coin using the GitNexus name on Pump.fun or any other platform is **not affiliated with, endorsed by, or created by** this project or its maintainers. Do not purchase any cryptocurrency claiming association with GitNexus.
https://github.com/user-attachments/assets/172685ba-8e54-4ea7-9ad1-e31a3398da72
> _Like DeepWiki, but deeper._ DeepWiki helps you _understand_ code. GitNexus lets you _analyze_ it — a knowledge graph tracks every relationship, not just descriptions.
**TL;DR:** The **CLI + MCP** makes your AI agent reliable — it gives Cursor, Claude Code, Antigravity, Codex, and friends a deep architectural view of your codebase so they stop missing dependencies, breaking call chains, and shipping blind edits. Even smaller models get full architectural clarity. The **Web UI** is a quick way to chat with any repo in the browser.
## Quick Start
```bash
# 1. Index your repo (run from repo root)
npx gitnexus analyze
# 2. Connect your editors (one-time, auto-detects Claude Code, Cursor, Codex, …)
npx gitnexus setup
```
That's it. `analyze` indexes the codebase, installs agent skills, registers Claude Code hooks, and creates `AGENTS.md` / `CLAUDE.md` context files — all in one command. `setup` writes the MCP config so your AI agent can use the graph.
Install problems? npm 11 crash · slow cold install · no C++ toolchain
> **On npm 11.x?** `npx` can crash during install with `Cannot destructure property 'package' of 'node.target'` (an npm/arborist bug, before GitNexus runs). Use pnpm instead — it builds the native deps explicitly:
>
> ```bash
> pnpm --allow-build=@ladybugdb/core --allow-build=gitnexus --allow-build=tree-sitter dlx gitnexus@latest analyze
> ```
>
> Or install globally (`npm install -g gitnexus@latest`) and run `gitnexus analyze`. See [#1939](https://github.com/abhigyanpatwari/GitNexus/issues/1939).
> **Fastest MCP startup:** install globally (`npm i -g gitnexus`) before running `gitnexus setup` — this writes an absolute-path MCP config that bypasses `npx` entirely. On a cold cache, an `npx`-based MCP install can exceed Claude Code's `MCP_TIMEOUT` default (~30s).
> **No C++ toolchain?** Set `GITNEXUS_SKIP_OPTIONAL_GRAMMARS=1` before `npm install -g gitnexus` to skip the vendored grammar materialize/build for `tree-sitter-dart`, `tree-sitter-proto`, `tree-sitter-swift`, and `tree-sitter-kotlin` — those four languages won't be parsed, but install completes in seconds without `python3`/`make`/`g++`. Strict `=1` only — any other value falls through to the rebuild.
> **Behind an HTTP proxy / regional firewall?** `onnxruntime-node`'s postinstall downloads optional CUDA binaries from `api.nuget.org` and ignores `HTTP_PROXY`/`HTTPS_PROXY` ([#2370](https://github.com/abhigyanpatwari/GitNexus/issues/2370)). The embedding stack is an optional dependency, so a failed download no longer breaks the install — and it self-heals: the first `gitnexus analyze --embeddings` (or `gitnexus embeddings install`) fetches the stack through your npm registry config (mirrors/proxies apply, no NuGet) into `~/.gitnexus/embedding-runtime` (override with `GITNEXUS_EMBEDDING_RUNTIME_DIR`). The on-demand prefix needs Node with `module.registerHooks` (≥ 22.15 on 22.x, ≥ 23.5 on 23.x); on older Node, keep the stack in the install itself with `ONNXRUNTIME_NODE_INSTALL=skip npm install -g gitnexus` (works on every supported Node).
> **About `tree-sitter-kotlin`:** like Dart/Proto/Swift, Kotlin is a **vendored** grammar (under `gitnexus/vendor/tree-sitter-kotlin`). Upstream ships **source only** (no prebuilt binaries), so GitNexus cross-builds the platform prebuilds itself (via the `build-tree-sitter-prebuilds` GitHub Actions workflow) and vendors them — the same uniform pipeline used for Dart, Proto, and Swift. `node-gyp-build` selects the right `.node` at require time, so **no C/C++ toolchain is needed**. If no prebuild matches your platform-arch, only Kotlin (`.kt`/`.kts`) parsing is unavailable; the rest of `gitnexus` is unaffected.
### Deploy to Render
Deploy GitNexus in one click:
The Blueprint creates two services. `gitnexus-server` runs `gitnexus serve` as a private service: no public URL, reachable only over Render's private network, with a persistent disk for indexes and cloned repos. `gitnexus-web` is the public one. It serves the UI and reverse-proxies `/api/*` to the server, so the browser talks to a single origin.
At the Blueprint's defaults this runs about **$35/month**: $25 for the server's `standard` instance, $7 for the web service's `starter` instance, and $2.50 for the 10 GB disk. See [Render's pricing](https://render.com/pricing) for other plans.
The deploy generates an access token, and the UI asks for it on first use:
1. Open the `gitnexus-web` service in your [Render dashboard](https://dashboard.render.com/).
2. Copy `GITNEXUS_SERVE_AUTH_TOKEN` from its **Environment** tab.
3. Load the site and paste the token into the prompt (or the settings panel).
Every `/api/*` request carries that token as a header, and the proxy answers `401` without it. The browser keeps it in `sessionStorage`, so a new tab asks again. To rotate it, edit the environment variable and redeploy.
The proxy strips `Origin` before forwarding, so the server's CSRF guard does nothing for proxied traffic; it passes `Origin`-less requests through by design. The token is the only control on this deploy, not a second layer behind the guard. Anyone holding it can read every indexed repo. See [SECURITY.md](SECURITY.md#hosted-deploys-on-render).
Indexing is memory-bound. If `gitnexus-server` runs out of memory on a large repo, raise its `plan`, which sets available RAM: `standard` is 2 GB, `pro` is 4 GB. Raise `sizeGB` only if the disk fills with clones and indexes.
### Deploy to RepoCloud
## Two Ways to Use GitNexus
| | **CLI + MCP** (recommended) | **Web UI** |
| ----------- | ---------------------------------------------------------------------------------- | -------------------------------------------------------------------- |
| **What** | Index repos locally, connect AI agents via MCP | Visual graph explorer + AI chat in browser |
| **For** | Daily development with Cursor, Claude Code, Antigravity, Codex, Windsurf, OpenCode | Quick exploration, demos, one-off analysis |
| **Scale** | Full repos, any size | Limited by browser memory (~5k files), or unlimited via backend mode |
| **Install** | `npm install -g gitnexus` | No install — [gitnexus.vercel.app](https://gitnexus.vercel.app) |
| **Storage** | LadybugDB native (fast, persistent) | LadybugDB WASM (in-memory, per session) |
| **Parsing** | Tree-sitter native bindings | Tree-sitter WASM |
| **Privacy** | Everything local, no network | Everything in-browser, no server |
> **Bridge mode:** `gitnexus serve` connects the two — the web UI auto-detects the local server and can browse all your CLI-indexed repos without re-uploading or re-indexing.
## Why a Knowledge Graph?
Tools like **Cursor**, **Claude Code**, **Codex**, **Cline**, **Roo Code**, and **Windsurf** are powerful — but they don't truly know your codebase structure. So this happens:
1. AI edits `UserService.validate()`
2. Doesn't know 47 functions depend on its return type
3. **Breaking changes ship**
Traditional Graph RAG gives the LLM raw graph edges and hopes it explores enough. GitNexus **precomputes structure at index time** — clustering, tracing, scoring — so tools return complete context in one call:
```
…
```
**Core innovation: Precomputed Relational Intelligence**
- **Reliability** — the LLM can't miss context; it's already in the tool response
- **Token efficiency** — no 10-query chains to understand one function
- **Model democratization** — smaller LLMs work because the tools do the heavy lifting
## What Your AI Agent Gets
### 17 MCP tools (15 per-repo + 2 group)
| Tool | What It Does |
| ---------------- | ---------------------------------------------------------------------- |
| `list_repos` | Discover all indexed repositories (paginated — `limit`/`offset`) |
| `query` | Process-grouped hybrid search (BM25 + semantic + RRF) |
| `context` | 360-degree symbol view — categorized refs, process participation |
| `impact` | Blast radius analysis with depth grouping and confidence |
| `trace` | Shortest directed path between two symbols (call + class-member edges) |
| `detect_changes` | Git-diff impact — maps changed lines to affected processes |
| `check` | Read-only structural checks against the indexed graph |
| `rename` | Multi-file coordinated rename with graph + text search |
| `cypher` | Raw Cypher graph queries |
| `route_map` | API route map — which components fetch which endpoints, and handlers |
| `tool_map` | MCP/RPC tool definitions — where they're defined and handled |
| `shape_check` | Validate API response shapes against consumers' property accesses |
| `api_impact` | Pre-change impact report for an API route handler |
| `explain` | Explain persisted taint findings (source→sink flows, `--pdg` indexes) |
| `pdg_query` | Query control/data dependence at statement level (`--pdg` indexes) |
| `group_list` | List configured repository groups |
| `group_sync` | Rebuild a group's Contract Registry and cross-repo links |
> Per-repo read-only tools take an optional `repo` parameter. Omit it when only one repo is indexed, an MCP default is configured, or the GitNexus process cwd is inside a registered path without crossing into an unindexed nested Git checkout; otherwise pass it explicitly. Mutating tools require `repo` when multiple repos are indexed and no MCP default exists. Per-repo tools also take an optional `branch` for indexes pinned with `gitnexus analyze --branch`. Omitting `branch` queries the workspace index, which follows your checked-out working tree — switching branches and re-running `gitnexus analyze` updates it incrementally. `explain` and `pdg_query` need an index built with `gitnexus analyze --pdg`.
### Resources for instant context
| Resource | Purpose |
| --------------------------------------- | ---------------------------------------------------- |
| `gitnexus://repos` | List all indexed repositories (read this first) |
| `gitnexus://setup` | Setup and usage guidance for agents |
| `gitnexus://repo/{name}/context` | Codebase stats, staleness check, and available tools |
| `gitnexus://repo/{name}/clusters` | All functional clusters with cohesion scores |
| `gitnexus://repo/{name}/cluster/{name}` | Cluster members and details |
| `gitnexus://repo/{name}/processes` | All execution flows |
| `gitnexus://repo/{name}/process/{name}` | Full process tr