MCP Server

io.github.n24q02m/better-code-review-graph MCP Server

Name: io.github.n24q02m/better-code-review-graph MCP Server
Author: io.github.n24q02m

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

Repository Registry

What is the io.github.n24q02m/better-code-review-graph MCP server?

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

How to install io.github.n24q02m/better-code-review-graph

Copy-paste configuration for popular MCP clients.

transport: stdio

Config generated by PluginBench — verify against the source before use.

Environment / auth

EMBEDDING_BACKEND
Embedding backend override: 'local' (qwen3-embed ONNX) or 'litellm' (cloud). Auto-detected if omitted.
API_KEYS
secret
API keys for LiteLLM cloud embedding (format: ENV_VAR:key). Enables LiteLLM backend.
LITELLM_PROXY_URL
LiteLLM Proxy URL for self-hosted gateway. Enables LiteLLM backend via proxy.
LITELLM_PROXY_KEY
secret
LiteLLM Proxy virtual key.

Claude Desktop

~/Library/Application Support/Claude/claude_desktop_config.json

{
  "mcpServers": {
    "better-code-review-graph": {
      "command": "uvx",
      "args": [
        "better-code-review-graph"
      ],
      "env": {
        "EMBEDDING_BACKEND": "<YOUR_EMBEDDING_BACKEND>",
        "API_KEYS": "<YOUR_API_KEYS>",
        "LITELLM_PROXY_URL": "<YOUR_LITELLM_PROXY_URL>",
        "LITELLM_PROXY_KEY": "<YOUR_LITELLM_PROXY_KEY>"
      }
    }
  }
}

Cursor

~/.cursor/mcp.json

{
  "mcpServers": {
    "better-code-review-graph": {
      "command": "uvx",
      "args": [
        "better-code-review-graph"
      ],
      "env": {
        "EMBEDDING_BACKEND": "<YOUR_EMBEDDING_BACKEND>",
        "API_KEYS": "<YOUR_API_KEYS>",
        "LITELLM_PROXY_URL": "<YOUR_LITELLM_PROXY_URL>",
        "LITELLM_PROXY_KEY": "<YOUR_LITELLM_PROXY_KEY>"
      }
    }
  }
}

Windsurf

~/.codeium/windsurf/mcp_config.json

{
  "mcpServers": {
    "better-code-review-graph": {
      "command": "uvx",
      "args": [
        "better-code-review-graph"
      ],
      "env": {
        "EMBEDDING_BACKEND": "<YOUR_EMBEDDING_BACKEND>",
        "API_KEYS": "<YOUR_API_KEYS>",
        "LITELLM_PROXY_URL": "<YOUR_LITELLM_PROXY_URL>",
        "LITELLM_PROXY_KEY": "<YOUR_LITELLM_PROXY_KEY>"
      }
    }
  }
}

VS Code

.vscode/mcp.json

{
  "servers": {
    "better-code-review-graph": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "better-code-review-graph"
      ],
      "env": {
        "EMBEDDING_BACKEND": "<YOUR_EMBEDDING_BACKEND>",
        "API_KEYS": "<YOUR_API_KEYS>",
        "LITELLM_PROXY_URL": "<YOUR_LITELLM_PROXY_URL>",
        "LITELLM_PROXY_KEY": "<YOUR_LITELLM_PROXY_KEY>"
      }
    }
  }
}

Claude Code

claude mcp add better-code-review-graph --env EMBEDDING_BACKEND=<YOUR_EMBEDDING_BACKEND> --env API_KEYS=<YOUR_API_KEYS> --env LITELLM_PROXY_URL=<YOUR_LITELLM_PROXY_URL> --env LITELLM_PROXY_KEY=<YOUR_LITELLM_PROXY_KEY> -- uvx better-code-review-graph