ai-dev-workspace MCP Server

by alenroyfeild Your server? Claim it

local only

ai-dev-workspace runs on your own machine — the client starts it, so there is no endpoint to ping. 746 installs a week from pypi. Last commit 4 Nov 2026.

Local Markdown task memory shared by Claude Code and Codex over stdio MCP.

Installs per day peak 525 · avg 49 · +75% w/w

a month agotoday

746

Installs / week

pypi · ai-dev-workspace

Stars

2 open issues

4 Nov 2026

Last commit

from GitHub

MIT

License

Python

What the code does

We read the source, 1 d ago · rules 995398eba69f

Capabilities

What this server is able to do. For an MCP server this is often the job itself — a terminal server runs commands because that is what it is for. Listed so you know what you are plugging in, not as an accusation.

Runs a command on install [пакет] package.json:1

setup.py: выполняет код при установке пакета

Runs an external command ws/assist.py:50, ws/cli.py:918, ws/codeburn.py:28 и ещё 19

        report = subprocess.run([executable, 'optimize', '--format', 'json'], capture_output=True, encoding='utf-8', errors='replace', timeout=15)

Builds a database query by concatenation ws/repo.py:527, [пакет] ws/repo.py:527

    drop = {'/' + n for n in names}

Is this your server and something here is wrong? Tell us — corrections are free and do not require a plan.

This code can reach further than it looks

We found places where it runs commands, builds paths or queries from values it is given. None of that is a flaw by itself — it becomes one when the code changes, and code changes quietly between releases. We re-read it on every one.

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-dev-workspace -- uvx ai-dev-workspace

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

{
  "mcpServers": {
    "ai-dev-workspace": {
      "command": "uvx",
      "args": [
        "ai-dev-workspace"
      ]
    }
  }
}

~/.codex/config.toml

[mcp_servers.ai-dev-workspace]
command = "uvx"
args = ["ai-dev-workspace"]

.cursor/mcp.json

{
  "mcpServers": {
    "ai-dev-workspace": {
      "command": "uvx",
      "args": [
        "ai-dev-workspace"
      ]
    }
  }
}

.vscode/mcp.json

{
  "servers": {
    "ai-dev-workspace": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "ai-dev-workspace"
      ]
    }
  }
}

Alternatives to ai-dev-workspace

same job, measured the same way

Cowork

by slashman413

Self-hosted MCP task inbox shared by Claude Code, Codex, Gemini CLI and local LLMs.

local only

Make0 Brain

by make0-official

One shared, versioned memory for Claude Code, Cursor, Codex and every MCP agent. Local and offline.

1 672 installs/wk local only

Aletheia

by mohamed-ashraf-elsaed

A free, local memory and rules hub for Claude Code and other AI coding tools, served over MCP.

1 031 installs/wk local only

Agent Cowork Memory

by rxthlessbeats

Shared memory and delegation for Codex, Cursor, Claude Code, and OpenCode.

151 installs/wk local only

KatanA Markdown Linter

by hiroyukifuruno

Markdown linter, workspace-scoped stdio MCP server, and self-hosted text-only remote MCP server.

local only

Hebby Memories

by hebby-memories

Long-term memory for AI agents: graph memory with Hebbian learning, shared by Claude, Codex and co.

answering

Tokenrip

by tokenrip

Shared workspace where Claude, ChatGPT, Codex and Grok share files, tasks, decisions and handoffs.

answering

SynaBun

by danilokhury

Persistent memory MCP server for Claude Code, Codex and OpenCode, stored locally in SQLite

699 installs/wk local only

ai-dev-workspace — questions

Answers built from our own checks of this server.

Why is there no uptime for ai-dev-workspace?

ai-dev-workspace 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-dev-workspace was installed 746 times last week.

How do I connect ai-dev-workspace?

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 ai-dev-workspace straight from pypi; nothing to host, nothing to sign up for.

How many people use ai-dev-workspace?

The pypi package ai-dev-workspace was installed 746 times in the last week. Week over week that is +75%. We show installs rather than GitHub stars on purpose: a star is a bookmark, an install is someone actually running it.

Is ai-dev-workspace open source?

Yes — it is published under the MIT 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.