AI Workbench MCP Server

by alptugharun Your server? Claim it

local only

AI Workbench MCP runs on your own machine — the client starts it, so there is no endpoint to ping. 188 installs a week from pypi. Last commit 11 Oct 2026.

Read-only MCP server for reusable AI prompts and assistant blueprints.

Installs per day peak 169 · avg 16 · -41% w/w

a month agotoday

188

Installs / week

pypi · alptugharun-ai-workbench-mcp

Stars

1 open issue

11 Oct 2026

Last commit

from GitHub

MIT

License

Python

Nothing serious here today

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

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.

Claude Code Claude Desktop Codex Cursor VS Code

run in your terminal

claude mcp add ai-workbench-mcp -- uvx alptugharun-ai-workbench-mcp

~/Library/Application Support/Claude/claude_desktop_config.json

{
  "mcpServers": {
    "ai-workbench-mcp": {
      "args": [
        "alptugharun-ai-workbench-mcp"
      ],
      "command": "uvx"
    }
  }
}

~/.codex/config.toml

[mcp_servers.ai-workbench-mcp]
command = "uvx"
args = ["alptugharun-ai-workbench-mcp"]

.cursor/mcp.json

{
  "mcpServers": {
    "ai-workbench-mcp": {
      "args": [
        "alptugharun-ai-workbench-mcp"
      ],
      "command": "uvx"
    }
  }
}

.vscode/mcp.json

{
  "mcpServers": {
    "ai-workbench-mcp": {
      "args": [
        "alptugharun-ai-workbench-mcp"
      ],
      "command": "uvx"
    }
  }
}

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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 alptugharun-ai-workbench-mcp was installed 188 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 alptugharun-ai-workbench-mcp straight from pypi; nothing to host, nothing to sign up for.

How many people use AI Workbench MCP?

The pypi package alptugharun-ai-workbench-mcp was installed 188 times in the last week. Week over week that is -41%. 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 MIT licence, written in Python, 1 stars on GitHub and 1 open issue. The source link is on this page, so you can read exactly what it does with your data before you connect it.