# 安装 io.github.n24q02m/better-code-review-graph

- 类型: MCP 工具
- 说明: 通过代码知识图谱与可配置嵌入，提升代码审查检索效率与准确性。
- 仓库: https://github.com/n24q02m/crg.git
- ⚠ 安全: 该 MCP 工具来自官方 Registry 且开源，整体可审计性较好；但其需要多项模型/代理相关密钥并具备代码执行能力，在缺少 README 与端点细节的情况下应按需谨慎使用。

## 方式一 · 一键代装（复制提示词让 AI 代劳）

### Claude Code
```
请帮我安装 askskill 上的 "io.github.n24q02m/better-code-review-graph" MCP 服务：
执行：claude mcp add 'io-github-n24q02m-better-code-review-graph' -- uvx better-code-review-graph
```

### Codex
```
请帮我安装 askskill 上的 "io.github.n24q02m/better-code-review-graph" MCP 服务：
在 ~/.codex/config.toml 中添加：
[mcp_servers.io-github-n24q02m-better-code-review-graph]
command = "uvx"
args = ["better-code-review-graph"]
然后重启 Codex 生效
```

### Cursor
```
请帮我安装 askskill 上的 "io.github.n24q02m/better-code-review-graph" MCP 服务：
在 .cursor/mcp.json 的 "mcpServers" 中添加：
"io-github-n24q02m-better-code-review-graph": { "command": "uvx", "args": ["better-code-review-graph"] }
然后在 Cursor 设置 > MCP 中启用
```

## 方式二 · 命令行安装（原生命令与配置）

### Claude Code
```bash
claude mcp add --env EMBEDDING_MODELS=YOUR_VALUE --env LOCAL_EMBEDDING_MODEL=YOUR_VALUE --env LOCAL_RERANK_MODEL=YOUR_VALUE --env LOCAL_EMBEDDING_DIM=YOUR_VALUE --env LOCAL_EMBEDDING_MODEL_FILE=YOUR_VALUE --env LOCAL_EMBEDDING_POOLING=YOUR_VALUE --env LOCAL_EMBEDDING_NORMALIZE=YOUR_VALUE --env SUMMARY_MODELS=YOUR_VALUE --env COHERE_API_KEY=YOUR_VALUE --env OPENROUTER_API_KEY=YOUR_VALUE --env EMBEDDING_BACKEND=YOUR_VALUE --env EMBEDDING_API_BASE=YOUR_VALUE --env LLM_API_BASE=YOUR_VALUE --env SUMMARY_MODEL=YOUR_VALUE --transport stdio io-github-n24q02m-better-code-review-graph -- uvx better-code-review-graph
```
需要环境变量：EMBEDDING_MODELS, LOCAL_EMBEDDING_MODEL, LOCAL_RERANK_MODEL, LOCAL_EMBEDDING_DIM, LOCAL_EMBEDDING_MODEL_FILE, LOCAL_EMBEDDING_POOLING, LOCAL_EMBEDDING_NORMALIZE, SUMMARY_MODELS, COHERE_API_KEY, OPENROUTER_API_KEY, EMBEDDING_BACKEND, EMBEDDING_API_BASE, LLM_API_BASE, SUMMARY_MODEL

### Codex
```bash
codex mcp add --env EMBEDDING_MODELS=YOUR_VALUE --env LOCAL_EMBEDDING_MODEL=YOUR_VALUE --env LOCAL_RERANK_MODEL=YOUR_VALUE --env LOCAL_EMBEDDING_DIM=YOUR_VALUE --env LOCAL_EMBEDDING_MODEL_FILE=YOUR_VALUE --env LOCAL_EMBEDDING_POOLING=YOUR_VALUE --env LOCAL_EMBEDDING_NORMALIZE=YOUR_VALUE --env SUMMARY_MODELS=YOUR_VALUE --env COHERE_API_KEY=YOUR_VALUE --env OPENROUTER_API_KEY=YOUR_VALUE --env EMBEDDING_BACKEND=YOUR_VALUE --env EMBEDDING_API_BASE=YOUR_VALUE --env LLM_API_BASE=YOUR_VALUE --env SUMMARY_MODEL=YOUR_VALUE io-github-n24q02m-better-code-review-graph -- uvx better-code-review-graph
```
配置文件 ~/.codex/config.toml：
```toml
[mcp_servers.io-github-n24q02m-better-code-review-graph]
command = "uvx"
args = ["better-code-review-graph"]

[mcp_servers.io-github-n24q02m-better-code-review-graph.env]
EMBEDDING_MODELS = "YOUR_VALUE"
LOCAL_EMBEDDING_MODEL = "YOUR_VALUE"
LOCAL_RERANK_MODEL = "YOUR_VALUE"
LOCAL_EMBEDDING_DIM = "YOUR_VALUE"
LOCAL_EMBEDDING_MODEL_FILE = "YOUR_VALUE"
LOCAL_EMBEDDING_POOLING = "YOUR_VALUE"
LOCAL_EMBEDDING_NORMALIZE = "YOUR_VALUE"
SUMMARY_MODELS = "YOUR_VALUE"
COHERE_API_KEY = "YOUR_VALUE"
OPENROUTER_API_KEY = "YOUR_VALUE"
EMBEDDING_BACKEND = "YOUR_VALUE"
EMBEDDING_API_BASE = "YOUR_VALUE"
LLM_API_BASE = "YOUR_VALUE"
SUMMARY_MODEL = "YOUR_VALUE"
```
需要环境变量：EMBEDDING_MODELS, LOCAL_EMBEDDING_MODEL, LOCAL_RERANK_MODEL, LOCAL_EMBEDDING_DIM, LOCAL_EMBEDDING_MODEL_FILE, LOCAL_EMBEDDING_POOLING, LOCAL_EMBEDDING_NORMALIZE, SUMMARY_MODELS, COHERE_API_KEY, OPENROUTER_API_KEY, EMBEDDING_BACKEND, EMBEDDING_API_BASE, LLM_API_BASE, SUMMARY_MODEL

### Cursor
配置文件 .cursor/mcp.json：
```json
{
  "mcpServers": {
    "io-github-n24q02m-better-code-review-graph": {
      "command": "uvx",
      "args": [
        "better-code-review-graph"
      ],
      "env": {
        "EMBEDDING_MODELS": "YOUR_VALUE",
        "LOCAL_EMBEDDING_MODEL": "YOUR_VALUE",
        "LOCAL_RERANK_MODEL": "YOUR_VALUE",
        "LOCAL_EMBEDDING_DIM": "YOUR_VALUE",
        "LOCAL_EMBEDDING_MODEL_FILE": "YOUR_VALUE",
        "LOCAL_EMBEDDING_POOLING": "YOUR_VALUE",
        "LOCAL_EMBEDDING_NORMALIZE": "YOUR_VALUE",
        "SUMMARY_MODELS": "YOUR_VALUE",
        "COHERE_API_KEY": "YOUR_VALUE",
        "OPENROUTER_API_KEY": "YOUR_VALUE",
        "EMBEDDING_BACKEND": "YOUR_VALUE",
        "EMBEDDING_API_BASE": "YOUR_VALUE",
        "LLM_API_BASE": "YOUR_VALUE",
        "SUMMARY_MODEL": "YOUR_VALUE"
      }
    }
  }
}
```
一键安装：cursor://anysphere.cursor-deeplink/mcp/install?name=io-github-n24q02m-better-code-review-graph&config=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
需要环境变量：EMBEDDING_MODELS, LOCAL_EMBEDDING_MODEL, LOCAL_RERANK_MODEL, LOCAL_EMBEDDING_DIM, LOCAL_EMBEDDING_MODEL_FILE, LOCAL_EMBEDDING_POOLING, LOCAL_EMBEDDING_NORMALIZE, SUMMARY_MODELS, COHERE_API_KEY, OPENROUTER_API_KEY, EMBEDDING_BACKEND, EMBEDDING_API_BASE, LLM_API_BASE, SUMMARY_MODEL