Jaxonomy — hybrid dynamical systems on JAX MCP Server

What the code does

We read the source, 12 h ago · rules 3dff92dd89df

Things with no honest explanation: a promise that contradicts the code, code that runs at install time while hiding what it does, data leaving the machine.

                        exec(f.read(), _globals)

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.

    with open(os.path.join(modeldir, model_json), encoding="utf-8") as f:

            pickled_kwargs = pickle.load(f)

                        exec(f.read(), _globals)

        batt_ccv = batt_resistance_vdrop + ocv

        result = subprocess.run(

      "image/png": "iVBORw0KGgoAAAANSUhEUgAAApQAAAHzCAYAAACe1o1DAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjguMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8g+/7EAAAACXBIWXMAAA9hAAAPYQGoP6dpAABcC0lEQVR4nO3de3yU9Z3+/2sMDJEEI4NEkoBACUcJRK3gWaso2nqsiIpaVFgRxPJVXCsq0SoFbaEKCB6KNoAC3UVlF7Xr…

            for root, dirnames, files in os.walk(directory):

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 jaxonomy -- uvx jaxonomy

{
  "mcpServers": {
    "jaxonomy": {
      "args": [
        "jaxonomy"
      ],
      "command": "uvx"
    }
  }
}

[mcp_servers.jaxonomy]
command = "uvx"
args = ["jaxonomy"]

{
  "mcpServers": {
    "jaxonomy": {
      "args": [
        "jaxonomy"
      ],
      "command": "uvx"
    }
  }
}

{
  "mcpServers": {
    "jaxonomy": {
      "args": [
        "jaxonomy"
      ],
      "command": "uvx"
    }
  }
}