mcpbeat

MCP As A Judge MCP Server

io.github.OtherVibes/mcp-as-a-judge
local only

MCP As A Judge runs on your own machine — the client starts it, so there is no endpoint to ping. 142 installs a week from pypi. Last commit 1 Oct 2025.

MCP as a Judge: a behavioral MCP that strengthens AI coding assistants via explicit LLM evaluations

Installs per day peak 138 · avg 27 · -9% w/w
a month agotoday
142
Installs / week
pypi · mcp-as-a-judge
17
Stars
0 open issues
1 Oct 2025
Last commit
0 releases in 90 days
MIT
License
Python

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 mcp-as-a-judge -- uvx mcp-as-a-judge
~/Library/Application Support/Claude/claude_desktop_config.json
{
  "mcpServers": {
    "mcp-as-a-judge": {
      "args": [
        "mcp-as-a-judge"
      ],
      "command": "uvx"
    }
  }
}
~/.codex/config.toml
[mcp_servers.mcp-as-a-judge]
command = "uvx"
args = ["mcp-as-a-judge"]
.cursor/mcp.json
{
  "mcpServers": {
    "mcp-as-a-judge": {
      "args": [
        "mcp-as-a-judge"
      ],
      "command": "uvx"
    }
  }
}
.vscode/mcp.json
{
  "mcpServers": {
    "mcp-as-a-judge": {
      "args": [
        "mcp-as-a-judge"
      ],
      "command": "uvx"
    }
  }
}

MCP As A Judge — questions

Answers built from our own checks of this server.

Why is there no uptime for MCP As A Judge?
MCP As A Judge 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 mcp-as-a-judge was installed 142 times last week.
How do I connect MCP As A Judge?
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 mcp-as-a-judge straight from pypi; nothing to host, nothing to sign up for.
How many people use MCP As A Judge?
The pypi package mcp-as-a-judge was installed 142 times in the last week. Week over week that is -9%. We show installs rather than GitHub stars on purpose: a star is a bookmark, an install is someone actually running it.
Is MCP As A Judge open source?
Yes — it is published under the MIT licence, written in Python and 17 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.