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Install FreeCAD MCP and Connect Gemini AI to FreeCAD CAD Software
AI controlling CAD software used to feel impossible.
Now we can connect large language models directly to FreeCAD using MCP (Model Context Protocol) and start generating real 3D models automatically.
In this second part of the AI + FreeCAD automation series, we install the full bridge between:
- FreeCAD
- MCP
- Gemini CLI
- Python automation workflows
We go through the real setup step by step:
- FreeCAD MCP installation
- Gemini CLI configuration
- UV environment setup
- RPC server activation
- MCP tool verification
- AI-generated CAD execution
- STL export validation
At the end of the video, the AI successfully generates and controls a FreeCAD cube automatically through MCP tool calls.
This is no longer “AI talking about CAD.”
This is AI controlling engineering software.
And later in the series, we move toward:
- mechanical parts
- parametric systems
- AI CAD agents
- automated design workflows
- Git-integrated CAD pipelines
The full architecture, advanced workflows, scripts, and future systems will be available inside the community.
Watch the Full Video
Install FreeCAD MCP and Connect AI to Your CAD Software | AI + FreeCAD Automation Series Part 2
YouTube: Youtube
Join the Community
Join the Chikara Studio community:
https://www.skool.com/chikara-studio-9303
Inside the community:
- full repositories
- advanced AI workflows
- automation systems
- AI engineering pipelines
- future series resources
- architecture breakdowns
