LaserMCP
Describe it to the AI; get cut-ready laser parts (SVG/DXF).
What we built
Core product surfaces — each visual summarizes a flow we actually shipped.
Landing
mcp.metehanavci.com — Describe. Cut. Assemble. Tell the assistant; parts, assembly checks, prototype SVG.
Product summary
OG / brand image: AI doesn't draw art, it cuts parts — SVG, DXF, bill of materials.
$ mcpServers.lasermcp
"url": "https://mcp.metehanavci.com/mcp"
plan_laser_job · create_design
validate_assembly · payas_defaults
MCP connection
Only the /mcp path is connected to the host. Tools: plan_laser_job, create_design, validate_assembly, payas_defaults, studio.
Problem
Typical AI SVG output is illustrative art — no millimeters, assembly, kerf, or bill of materials. Producing cut-ready parts for STEM / workshop use is manual and error-prone.
Solution
LaserMCP: an MCP server connected to ChatGPT / Claude / Cursor. The assistant reads your brief, generates parametric panels with Boxes.py, validates assembly, and outputs prototype SVG/DXF — it doesn't draw pictures. Ready Payas kits (traffic light, piggy bank…).
Architecture
- Frontend
- Landing + studio (mcp.metehanavci.com)
- Backend
- MCP server — /mcp endpoint
- Data
- Project records + material profiles
- API
- MCP tools: plan_laser_job, create_design, validate_assembly…
- Deploy
- mcp.metehanavci.com (Google OAuth / API key)
Technologies
Challenges
- AI drawing pictures vs. producing cut-ready parts
- Kerf / material profile — software must not claim 'PRODUCTION'
- ChatGPT, Claude, Cursor host compatibility + auth
Solutions
- Parametric Boxes.py + millimeters; finger joints
- Mechanical validation + human kerf/assembly testing; prototype SVG (red cut, black engrave)
- OAuth (Google) / enterprise Bearer; endpoint: /mcp
Result
Open beta, no charge. mcp.metehanavci.com is live; connect MCP and get cut SVGs from Payas kits.
Links
Lab log
- Progress
Public beta
mcp.metehanavci.com is live; ChatGPT / Claude / Cursor connection and Payas kit selection are open.
- Decision
Prototype ≠ production
Software does not say PRODUCTION; humans verify the 100 mm bar and assembly.
- Note
AI doesn't draw pictures
Millimeter panels + kerf profile instead of unscaled SVG — cut in the workshop.