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RAGScore

io.github.HZYAI/ragscore ยท v0.8.6

Generate QA datasets & evaluate RAG systems with failure diagnosis. Any LLM.

Connect Runs on your machine

Terminal
claude mcp add ragscore -e OPENAI_API_KEY=<OPENAI_API_KEY> -e ANTHROPIC_API_KEY=<ANTHROPIC_API_KEY> -- uvx ragscore==0.8.6
claude_desktop_config.json
{
  "mcpServers": {
    "ragscore": {
      "command": "uvx",
      "args": [
        "ragscore==0.8.6"
      ],
      "env": {
        "OPENAI_API_KEY": "<OPENAI_API_KEY>",
        "ANTHROPIC_API_KEY": "<ANTHROPIC_API_KEY>"
      }
    }
  }
}
~/.cursor/mcp.json
{
  "mcpServers": {
    "ragscore": {
      "command": "uvx",
      "args": [
        "ragscore==0.8.6"
      ],
      "env": {
        "OPENAI_API_KEY": "<OPENAI_API_KEY>",
        "ANTHROPIC_API_KEY": "<ANTHROPIC_API_KEY>"
      }
    }
  }
}
.vscode/mcp.json
{
  "servers": {
    "ragscore": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "ragscore==0.8.6"
      ],
      "env": {
        "OPENAI_API_KEY": "<OPENAI_API_KEY>",
        "ANTHROPIC_API_KEY": "<ANTHROPIC_API_KEY>"
      }
    }
  }
}

Replace the values in angle brackets with your own. Keys stay on your machine; we never see them.

Tools

This server runs locally, so its tools are listed by your MCP client once it starts.

Environment variables

NameDescription
OPENAI_API_KEY
Optional, secret
OpenAI API key (if using OpenAI provider)
ANTHROPIC_API_KEY
Optional, secret
Anthropic API key (if using Anthropic provider)

Details

Package[email protected] (PYPI, stdio)
First published19 May 2026
Last updated19 May 2026
Registry nameio.github.HZYAI/ragscore

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