mcpbeat

AI Workbench MCP Server

io.github.hrishikesh-thakre/ai-workbench-mcp
local only

AI Workbench MCP runs on your own machine — the client starts it, so there is no endpoint to ping. 87 installs a week from pypi. Last commit 27 Jun 2026.

Goose-first MCP server for Workbench-owned acceptance evidence, validation gates, and analytics.

Installs per day peak 37 · avg 16 · +12% w/w
a month agotoday
87
Installs / week
pypi · ai-workbench-mcp
0
Stars
2 open issues
27 Jun 2026
Last commit
0 releases in 90 days
Apache-2.0
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 ai-workbench-mcp -- uvx ai-workbench-mcp
~/Library/Application Support/Claude/claude_desktop_config.json
{
  "mcpServers": {
    "ai-workbench-mcp": {
      "args": [
        "ai-workbench-mcp"
      ],
      "command": "uvx"
    }
  }
}
~/.codex/config.toml
[mcp_servers.ai-workbench-mcp]
command = "uvx"
args = ["ai-workbench-mcp"]
.cursor/mcp.json
{
  "mcpServers": {
    "ai-workbench-mcp": {
      "args": [
        "ai-workbench-mcp"
      ],
      "command": "uvx"
    }
  }
}
.vscode/mcp.json
{
  "mcpServers": {
    "ai-workbench-mcp": {
      "args": [
        "ai-workbench-mcp"
      ],
      "command": "uvx"
    }
  }
}

AI Workbench MCP — questions

Answers built from our own checks of this server.

Why is there no uptime for AI Workbench MCP?
AI Workbench 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 ai-workbench-mcp was installed 87 times last week.
How do I connect AI Workbench MCP?
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 ai-workbench-mcp straight from pypi; nothing to host, nothing to sign up for.
How many people use AI Workbench MCP?
The pypi package ai-workbench-mcp was installed 87 times in the last week. Week over week that is +12%. We show installs rather than GitHub stars on purpose: a star is a bookmark, an install is someone actually running it.
Is AI Workbench MCP open source?
Yes — it is published under the Apache-2.0 licence, written in Python, 0 stars on GitHub and 2 open issues. The source link is on this page, so you can read exactly what it does with your data before you connect it.