GNucleus Text To CAD MCP Server

What is GNucleus Text To CAD MCP Server about?

The server provides a Model Context Protocol (MCP) endpoint that translates free‑form text into editable CAD models using gNucleus’s generative AI models. It supports both individual part creation and full assembly generation.

How to use GNucleus Text To CAD MCP Server?

1. Prerequisites – Python 3.7+, a gNucleus developer account, and an API key.
2. Setup – Clone the repo, create a virtual environment, install dependencies (pip install -r requirements.txt), and add a .env file with GNUCLEUS_HOST and GNUCLEUS_API_KEY (plus GNUCLEUS_ORG_ID for enterprise users).
3. Run the server – python main.py (or test with npx @modelcontextprotocol/inspector python3 main.py).
4. MCP Tools – Invoke the text_to_cad(input: str) tool from any MCP‑compatible client (e.g., Claude Desktop, custom agents).

Key features of GNucleus Text To CAD MCP Server

• Natural language to CAD – Supports prompts like "draw a block with length=80mm" in English and other languages.
• Part & assembly generation – Create single components or complex assemblies such as gearboxes.
• Multi‑language support – Works with Chinese, Spanish, etc.
• Instant preview – Returns a shared URL to a 3D viewer (expires in 24 hrs).
• Easy integration – Standard MCP tool (text_to_cad) can be called from any model that supports MCP.

Use cases of GNucleus Text To CAD MCP Server

• Rapid prototyping – Designers can sketch ideas verbally and receive a CAD model instantly.
• AI‑assisted design workflows – LLM agents can request geometry generation without manual CAD software interaction.
• Education & training – Students learn CAD concepts by typing simple descriptions.
• Cross‑platform automation – Integrate into CI pipelines to generate parts for simulations or 3D printing.

FAQ from the GNucleus Text To CAD MCP Server

Q: Do I need a paid gNucleus account? A: A free account provides 200 API credits; additional credits require a paid plan.

Q: Which CAD file formats are returned? A: The server returns a viewer link; downloading the model requires logging into gNucleus and using the full feature set (e.g., FreeCAD format).

Q: Can I run the server without a virtual environment? A: Yes, install the requirements globally and start with python main.py.

Q: How do I secure my API key? A: Keep the .env file out of version control and run the server in a trusted environment.

Q: What if the generated model looks incomplete? A: Re‑run the same prompt on the gNucleus web UI and download the full file for inspection.

gNucleus Text To CAD MCP server

gNucleus is a Generative AI platform that transforms text and images into editable CAD models.

This repository contains the gNucleus Text-To-CAD MCP server, which connects to the gNucleus API. It allows MCP clients to generate CAD parts or assemblies from text input using gNucleus’s GenAI models.

Prerequisites

• Python 3.7+
• gNucleus Developer Accounts with:
  • gNucleus API key

Setup

1. Clone this repository

2. Create and activate a virtual environment (recommended):

   python -m venv .venv
   source .venv/bin/activate  # On Windows: .venv\Scripts\activate
   

3. Install dependencies:

   pip install -r requirements.txt
   

4. Create a .env file in the root directory with the following variables:

   Invidisual User

   GNUCLEUS_HOST="genai.gnucleus.ai"
   GNUCLEUS_API_KEY=<your-personal-api-key>
   

   Enterprise User

   GNUCLEUS_HOST="genai.gnucleus.ai"
   GNUCLEUS_API_KEY=<your-team-key>
   GNUCLEUS_ORG_ID=<your-team-id>
   

Obtaining gNucleus API KEY

1. gNucleus Account: sign-up on https://gnucleus.ai/
2. API KEY: Create a personal access token in gNucleus:
   • Go to User Profile (click your user icon in the top right)
   • Go to "Account"
   • Click "Generate New API Key" to generate a new API KEY
   • Each account start with 200 free API credit

Running the Server

Start the MCP server:

python main.py

You can test the MCP server using the inspector by running

npx @modelcontextprotocol/inspector python3 main.py

Available MCP Tools

The following MCP tools are available:

• text_to_cad(input: str) - Generate CAD from input

Example Prompt with LLMs

When used with LLMs that support the MCP protocol, this server enables natural language interaction with gNucleus:

1. Text to CAD

• "draw a block in CAD"
• "draw a block with length=80mm, width=40mm, height=20mm in CAD"
• "draw a spur gear shaft in CAD"
• "draw a spur gear shaft with number_teeth=20 in CAD"
• "draw an elbow flange in CAD"
• "draw an elbow flange with number_bolt_holes=4 in CAD"

i18n support: You can use any language as the prompt, in general english works better than other languages, but it should work in general.

• Chinese: "在CAD中绘制一个大小为10mm的方块"
• Spanish: "Dibuja un bloque cuadrado de 10 mm en CAD"

2. Text to Assembly

• "generate a tapered roller bearing using text-to-cad tool"
• "draw a differential gear box in CAD"

3. Result CAD Display

The generated result include the design spec with Key Parameter, Description and a shared URL with 3D display viewer. The shared URL will be expired in 24 hrs.

Claude Desktop Setup

1. Add or update the Claude Desktop configuration file(claude_desktop_config.json):

virtual python environment

If you use virtual python enviroment, use this config:

{
  "mcpServers": {
    "gnucleus": {
      "command": "/ABSOLUTE/PATH/TO/YOUR/text-to-cad-mcp/.venv/bin/python",
      "args": [
        "/ABSOLUTE/PATH/TO/YOUR/text-to-cad-mcp/main.py"
      ],
      "workingDirectory": "/ABSOLUTE/PATH/TO/YOUR/text-to-cad-mcp",
      "env": {
        "GNUCLEUS_HOST": "genai.gnucleus.ai",
        "GNUCLEUS_API_KEY": "YOUR_API_KEY_HERE",
      }
    }
  }
}

global python environment

If you use global python enviroment and also installed the requirments.txt into your global python enviroment, use this config

{
  "mcpServers": {
    "gnucleus": {
      "command": "python",
      "args": [
        "/ABSOLUTE/PATH/TO/YOUR/text-to-cad-mcp/main.py"
      ],
      "workingDirectory": "/ABSOLUTE/PATH/TO/YOUR/text-to-cad-mcp",
      "env": {
        "GNUCLEUS_HOST": "genai.gnucleus.ai",
        "GNUCLEUS_API_KEY": "YOUR_API_KEY_HERE",
      }
    }
  }
}

2. Save the file and restart Claude Desktop

You should see the gNucleus Text-To-CAD tools in Claude

3. Chat with Claude to generate the CAD model

Chat with Claude and add "in CAD" in each prompt or tell Claude to use "text-to-cad tools"can help Claude to trigger the Text-To-CAD tool better.

The generated result include the design spec with Key Parameter, Description and a shared link with 3D display viewer. The shared URL will be expired in 24 hrs. If Claude didn't output the shared URL in the chat message, you can ask Claude to always output the shared URL.

Click the shared URL, it will display the CAD model in gNucleus 3D viewer, you can

• Rotate by holding the left mouse button
• Pan by holding the right mouse button
• Zoom using the middle mouse button

Example 1: Text To CAD Part

• Input and CAD Part design spec

• CAD Part in 3D viewer

Example 2: Text To CAD Assembly

• Input and CAD Assembly design spec

• CAD Assembly in 3D viewer

Note: Downloading CAD models from the viewer is not yet supported. To download the model, please log in to https://gnucleus.ai and try the same prompt using the full feature set.

Troubleshooting

CAD Model

If the CAD model looks incorrect or only partially generated, try logging in at https://gnucleus.ai, enter the same prompt, and download the CAD file (e.g., FreeCAD format). Then open it in your CAD software(e.g. FreeCAD ). This issue is often caused by incomplete generation of CAD features within the part.

You can also report a bug or contact us with the model link and prompt at https://gnucleus.ai/contact.

Security Considerations

• Secure your .env file and never commit it to github
• Run this server in a secure environment