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better-code-review-graph

MCP ServerMCP Registry官方收录

io.github.n24q02m/better-code-review-graph · v3.17.1

Knowledge graph for token-efficient code reviews with fixed search and configurable embeddings

源仓库 ↗

概览

better-code-review-graph 是一个MCP Server，收录自 官方 MCP Registry。支持 stdio 传输。本页提供 Cursor、Claude Code 等客户端的安装配置片段。

安装

选择你的平台查看安装方式

{
  "mcpServers": {
    "better-code-review-graph": {
      "command": "uvx",
      "args": [
        "better-code-review-graph"
      ]
    }
  }
}

环境变量

EMBEDDING_BACKEND可选

Embedding backend override: 'local' (qwen3-embed ONNX) or 'litellm' (cloud). Auto-detected if omitted.

API_KEYS可选secret

API keys for LiteLLM cloud embedding (format: ENV_VAR:key). Enables LiteLLM backend.

LITELLM_PROXY_URL可选

LiteLLM Proxy URL for self-hosted gateway. Enables LiteLLM backend via proxy.

LITELLM_PROXY_KEY可选secret

LiteLLM Proxy virtual key.

API_KEYS可选secret

API keys for LiteLLM cloud embedding (format: ENV_VAR:key)

相关资源

统一 Manifest

{
  "id": "io.github.n24q02m/better-code-review-graph",
  "type": "mcp-server",
  "version": "3.17.1",
  "displayName": "better-code-review-graph",
  "description": "Knowledge graph for token-efficient code reviews with fixed search and configurable embeddings",
  "repository": {
    "url": "https://github.com/n24q02m/better-code-review-graph.git",
    "source": "github"
  },
  "distribution": {
    "packages": [
      {
        "registryType": "pypi",
        "identifier": "better-code-review-graph",
        "version": "3.17.1",
        "runtimeHint": "uvx",
        "transport": "stdio",
        "environmentVariables": [
          {
            "name": "EMBEDDING_BACKEND",
            "description": "Embedding backend override: 'local' (qwen3-embed ONNX) or 'litellm' (cloud). Auto-detected if omitted."
          },
          {
            "name": "API_KEYS",
            "description": "API keys for LiteLLM cloud embedding (format: ENV_VAR:key). Enables LiteLLM backend.",
            "isSecret": true
          },
          {
            "name": "LITELLM_PROXY_URL",
            "description": "LiteLLM Proxy URL for self-hosted gateway. Enables LiteLLM backend via proxy."
          },
          {
            "name": "LITELLM_PROXY_KEY",
            "description": "LiteLLM Proxy virtual key.",
            "isSecret": true
          }
        ]
      },
      {
        "registryType": "oci",
        "identifier": "docker.io/n24q02m/better-code-review-graph:latest",
        "runtimeHint": "docker",
        "transport": "stdio",
        "environmentVariables": [
          {
            "name": "API_KEYS",
            "description": "API keys for LiteLLM cloud embedding (format: ENV_VAR:key)",
            "isSecret": true
          }
        ]
      }
    ],
    "remotes": []
  },
  "dependencies": [],
  "installTargets": [
    "claude-code",
    "claude-desktop",
    "cursor",
    "vscode"
  ],
  "keywords": [],
  "provenance": {
    "origin": "official-mcp-registry",
    "originalId": "io.github.n24q02m/better-code-review-graph",
    "originalUrl": "https://registry.modelcontextprotocol.io/v0.1/servers/io.github.n24q02m%2Fbetter-code-review-graph/versions/latest",
    "isOfficial": true,
    "status": "active"
  }
}
better-code-review-graph — MCP Server 安装与配置 · AgentHub