MCP ServerSTDIOOfficialv3.8.0

better-code-review-graph MCP Server

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

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

Hosted URL

https://github.com/n24q02m/better-code-review-graph.git

Transport

STDIO

Auth

No auth required

What the better-code-review-graph MCP server does

How models use it and what it is built for.

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

Connect to better-code-review-graph

Hosted endpoint — paste into any MCP client.

https://github.com/n24q02m/better-code-review-graph.git

Environment variables

Configuration this server reads at startup.

  • EMBEDDING_BACKEND

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

  • API_KEYSSecret

    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_KEYSecret

    LiteLLM Proxy virtual key.

  • API_KEYSSecret

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

Resources

Where to find authoritative docs and source for better-code-review-graph.

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