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Seamcult

A pattern design tool for the LLM era ('paper' for patterns)

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Give any MCP agent — Claude, ChatGPT, Gemini, Mistral — a photo, a paper pattern or a brief, and it drafts on a mannequin built from your measurements while you watch. Or rework what you have: refit it to another size, split a piece, add a pocket, move a seam — just ask. Seamcult audits the geometry, so the agent works from facts, not guesses. Sketch a fix on the canvas and the agent gets it as an image. Print on A4 at home, export PLT or DXF, or share a read-only link. Free in early access.

PH · launched Nov 5, 2026 · 62 upvotes (top 3%) · 0 views

Niche: procedural map and craft pattern generators · 85 launches, 17 in the last 7 days ▲ +113% · Explore this niche →

Category and tags

  • Manufacturing
  • Content generation
  • Prosumer
  • AI feature
  • Commercial product
  • Design Tools
  • Fashion
  • Artificial Intelligence

Visit website ↗ Source listing ↗

Could you build this?

Partial The MCP and UI layer is buildable, but generating accurate sewing patterns that fit real bodies and audit geometry correctly demands deep pattern-drafting and garment-construction expertise.

What it would actually take: Build a 2D CAD kernel for pattern pieces with seam and grainline constraints, a body model fitted from measurements, and an MCP server exposing the operations to LLM agents, plus a 3D preview. The hard parts are drafting algorithms that produce wearable fits, geometric validation of seams and ease, and garment-construction knowledge, which requires pattern-making expertise alongside the software work.

Competitors

Other products that read as similar to this one : 74 launches clear the similarity bar, closest 8 shown.

Attention rank: #5 of 75 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).

Launched 329 days after the earliest competitor.

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