Dense Evolution MCP Server

What the code does

We read the source, 8 h ago · rules 3dff92dd89df

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.

        PLIST="$HOME/Library/LaunchAgents/com.dense-evolution.composer.plist"

    page_local_path = os.path.join(dest, page_relative_path)

    subprocess.check_call([sys.executable, "-m", "pip", "install", "dense-evolution"])

        step_update = lr * m_hat / (np.sqrt(v_hat) + epsilon)

        vectorizer = pickle.load(f)

…nk to open it, just like a hosted app.\n\n**How to use:** Run the two cells below in order, then click the `https://xxxx.trycloudflare.com` link printed at the end of the second cell's output. No password or account needed.\n\nProject: [github.com/tatopenn-cell/Dense-Evolution](h…

    "!pip install -q -e \".[dashboard,jax]\""

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

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 mcp add dense-evolution -- uvx dense-evolution

{
  "mcpServers": {
    "dense-evolution": {
      "args": [
        "dense-evolution"
      ],
      "command": "uvx"
    }
  }
}

[mcp_servers.dense-evolution]
command = "uvx"
args = ["dense-evolution"]

{
  "mcpServers": {
    "dense-evolution": {
      "args": [
        "dense-evolution"
      ],
      "command": "uvx"
    }
  }
}

{
  "mcpServers": {
    "dense-evolution": {
      "args": [
        "dense-evolution"
      ],
      "command": "uvx"
    }
  }
}

This one needs environment variables set before it will start: DENSE_EVOLUTION_KERNEL_URL (URL of the running Dense-Evolution Composer kernel. Start it first with 'dense-evolution serve' (requires the [composer] extra). Defaults to http://127.0.0.1:8800.). The author declared them in the registry entry; get the values from the project itself.