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RAGScore MCP Server

local only

RAGScore runs on your own machine — the client starts it, so there is no endpoint to ping. 287 installs a week from pypi. Last commit 25 May 2026.

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

Installs per day peak 186 · avg 44 · -26% w/w
a month agotoday
287
Installs / week
pypi · ragscore
15
Stars
0 open issues
25 May 2026
Last commit
0 releases in 90 days
Apache-2.0
License
Python

Nothing serious here today

Today is the operative word: we check RAGScore every 15 minutes and re-read its code on every release. Watch it and you find out the day that stops being true.

Three servers free · no card

Connect this server

This server runs on your own machine — install it with the package manager and the client starts it for you. Package name taken from the official registry entry.

run in your terminal
claude mcp add ragscore -- uvx ragscore
~/Library/Application Support/Claude/claude_desktop_config.json
{
  "mcpServers": {
    "ragscore": {
      "args": [
        "ragscore"
      ],
      "command": "uvx"
    }
  }
}
~/.codex/config.toml
[mcp_servers.ragscore]
command = "uvx"
args = ["ragscore"]
.cursor/mcp.json
{
  "mcpServers": {
    "ragscore": {
      "args": [
        "ragscore"
      ],
      "command": "uvx"
    }
  }
}
.vscode/mcp.json
{
  "mcpServers": {
    "ragscore": {
      "args": [
        "ragscore"
      ],
      "command": "uvx"
    }
  }
}

This one needs environment variables set before it will start: OPENAI_API_KEY (OpenAI API key (if using OpenAI provider)), ANTHROPIC_API_KEY (Anthropic API key (if using Anthropic provider)). The author declared them in the registry entry; get the values from the project itself.

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RAGScore — questions

Answers built from our own checks of this server.

Why is there no uptime for RAGScore?
RAGScore runs on your own machine over stdio — there is no network address to reach, so uptime cannot be measured for it by anyone. What can be measured is adoption: the pypi package ragscore was installed 287 times last week.
How do I connect RAGScore?
Copy the ready config from this page — we generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each with the file path that client actually reads. It runs locally, so the command pulls ragscore straight from pypi; nothing to host, nothing to sign up for.
How many people use RAGScore?
The pypi package ragscore was installed 287 times in the last week. Week over week that is -26%. We show installs rather than GitHub stars on purpose: a star is a bookmark, an install is someone actually running it.
Is RAGScore open source?
Yes — it is published under the Apache-2.0 licence, written in Python and 15 stars on GitHub. The source link is on this page, so you can read exactly what it does with your data before you connect it.