mcpbeat Sign in

Codabench MCP Server

by harshitagr Your server? Claim it
local only

Codabench MCP runs on your own machine — the client starts it, so there is no endpoint to ping. 88 installs a week from pypi. Last commit 23 Apr 2026.

MCP server for the Codabench REST API — drives a full ML-benchmark participant workflow.

Installs per day peak 32 · avg 14 · -21% w/w
a month agotoday
88
Installs / week
pypi · codabench-mcp
0
Stars
0 open issues
23 Apr 2026
Last commit
from GitHub
MIT
License
Python

Nothing serious here today

Today is the operative word: we check Codabench MCP 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 codabench-mcp -e 'CODABENCH_API_TOKEN=<CODABENCH_API_TOKEN>' -- uvx codabench-mcp
~/Library/Application Support/Claude/claude_desktop_config.json
{
  "mcpServers": {
    "codabench-mcp": {
      "command": "uvx",
      "args": [
        "codabench-mcp"
      ],
      "env": {
        "CODABENCH_API_TOKEN": "<CODABENCH_API_TOKEN>"
      }
    }
  }
}
~/.codex/config.toml
[mcp_servers.codabench-mcp]
command = "uvx"
args = ["codabench-mcp"]
env = { CODABENCH_API_TOKEN = "<CODABENCH_API_TOKEN>" }
.cursor/mcp.json
{
  "mcpServers": {
    "codabench-mcp": {
      "command": "uvx",
      "args": [
        "codabench-mcp"
      ],
      "env": {
        "CODABENCH_API_TOKEN": "<CODABENCH_API_TOKEN>"
      }
    }
  }
}
.vscode/mcp.json
{
  "servers": {
    "codabench-mcp": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "codabench-mcp"
      ],
      "env": {
        "CODABENCH_API_TOKEN": "<CODABENCH_API_TOKEN>"
      }
    }
  }
}

Put your own value in place of <CODABENCH_API_TOKEN> (DRF token for Codabench. Obtain via https://www.codabench.org/api/docs/ > api-token-auth > Try it out). The author’s registry entry marks it as required.

Alternatives to Codabench MCP

same job, measured the same way
Withvibe Roadmap
by withvibe

Per-env roadmap board for WithVibe — an MCP server the orchestrator drives to plan and track work.

local only
veddata
by sanzineo

MCP server for AI agents: discover a web page's data sources and drive the page to reach them.

66 installs/wk local only
junai Pipeline MCP
by saajunaid

Agentic pipeline orchestration MCP server for AI-driven development workflows.

165 installs/wk local only
Spec Driven Development
by formulahendry

MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.

67 installs/wk local only
Google Drive MCP
by a1-x-tech

MCP server for the Google Drive API: search, upload, download, organize and share files.

94 installs/wk local only
Pipedrive
by pipeworx-io

Pipedrive MCP Pack — wraps the Pipedrive REST API v1

193 installs/wk 49 tools answering
Godot MCP
by tugcantopaloglu

MCP server for full Godot 4.x engine control with 165 tools for AI-driven game development

86 installs/wk local only
Claude Wrap MCP
by alex-kaff

MCP server that spawns and drives Claude Code sessions via claude-wrap.

59 installs/wk local only

Codabench MCP — questions

Answers built from our own checks of this server.

Why is there no uptime for Codabench MCP?
Codabench MCP 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 codabench-mcp was installed 88 times last week.
How do I connect Codabench MCP?
Copy the ready config from this page. We generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each in the form that client actually reads. It runs locally, so the command pulls codabench-mcp straight from pypi; nothing to host, nothing to sign up for.
How many people use Codabench MCP?
The pypi package codabench-mcp was installed 88 times in the last week. Week over week that is -21%. We show installs rather than GitHub stars on purpose: a star is a bookmark, an install is someone actually running it.
Is Codabench MCP open source?
Yes — it is published under the MIT licence, written in Python and 0 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.