Batch drawing automation through MCP integration
Integrating AI agents with goCAD engine for next-gen CAD automation
goCAD is designed to expose drawing generation workflows through MCP (Model Context Protocol) tools and AI agents. This enables batch creation of manufacturing drawing drafts from multiple STEP files, reducing manual CAD overhead to a minimum.
MCP Batch Automation Workflow
- 1
AI agent selects target STEP files
The AI agent scans design directories or PDM (Product Data Management) systems to identify STEP files requiring drawings.
- 2
MCP tool invokes goCAD processing
Using standard Model Context Protocol, the AI agent transfers the STEP files and triggers the goCAD drawing generation engine.
- 3
goCAD analyzes geometry and drafts drawings
The backend service processes the 3D topology (faces, edges, holes, planes) of each part and constructs matching 2D drawing drafts with automated views and dimensions.
- 4
Engineers review and finalize outputs
Engineers check the generated drafts in a viewer or CAD system, fine-tune tolerances, and finalize drawings for manufacturing.
Engineering-First Automation
MCP integration does not replace engineering judgment. Instead, it automates repetitive tasks such as standard drafting layout and view generation, allowing engineers to focus on review, validation, and higher-value engineering design.
Future System Architecture
In Phase 1, this page serves as marketing and setup documentation. The production-ready system is designed with a clear separation of concerns:
gocad.kotogoo.com (This static marketing site, deployed to Firebase Hosting)
mcp.gocad.kotogoo.com (A secure Cloud Run environment processing heavy STEP data)
gocad.kotogoo.com/api (Serverless backend for contact forms and inquiries)
Interested in an MCP Integration Demo?
We are actively exploring custom integrations. Contact us to learn more about how to set up an AI agent workflow for your engineering team.