Free toolkit
Pick your topic and you will see only the tools, steps and links that fit it. Tell us what you are using and every AI prompt adapts to your gear.
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What GitHub & Open-Source Repositories Provide
Agentic CAD & MecAgent Repositories
Open-source frameworks to run agentic CAD dashboards locally with model toggle controls (/select local vs cloud APIs) and step-file parametric generation.
Pithagoras & Odysseus Agent Workspaces
Autonomous coding & workflow agents that run in isolated local directories with tool verification before taking external actions.
GitHub & GitHub Codespaces
Cloud development workspace and code repository. Free tier includes monthly Codespaces compute hours so you can run code from any browser.
Local Execution Engines (GPU & Hardware Matched)
Ollama & llama.cpp Local Engines
Run quantized 8B to 32B parameter models completely offline on your 16GB VRAM GPU with instant REST API endpoints for agent tools.
Open WebUI / Model Router
Self-hosted interface that allows toggling seamlessly between local Ollama models and cloud subscription APIs with zero data leakage.
CAD, 3D & Open Design Systems
FreeCAD & Python CAD API
Completely open-source parametric 3D modeler with full headless Python scripting support for agentic CAD automation.
OpenSCAD
Solid 3D CAD modeler controlled purely via code scripts. Ideal for having AI assistants write generative 3D parts.
