Performance target
10k tris
Typical generation
Under 90s
Measurements
Stud units
Automation
Remote MCP
The missing quality gate
General-purpose AI gives you a mesh. StudMill follows it with Roblox-specific measurements, visible budget warnings, and a Studio-oriented delivery path.
Why target 10k when Roblox accepts larger meshes? Because a prop can pass an upload limit and still be too expensive across a mobile-heavy scene. We optimize for the game, not just the importer.
Asset / SM-0491
Low-poly weapon generated from text and inspected by the StudMill pipeline.
Result
Below selected target
Geometry
1,350 / 10,000
Dimensions
1.8 × 3.6 × 1.7
Material
Base color
Studio bundle
Bottom-centred OBJ
One pipeline, two interfaces
The web Studio and remote MCP server use the same generation, measurement, and delivery pipeline. Start visually, then automate when your workflow grows.
For creators
Choose a style and triangle target, watch generation progress, inspect the output in 3D, then download the files you need.
Asset prompt
Low-poly stone shrine with moss, thick carved shapes, and a warm glowing rune
5 free generations daily
For Claude Code, Cursor & Windsurf
Remote HTTP, no local runtime. Your agent starts an async generation, checks the readiness result, and receives download URLs for the GLB and Studio bundle.
01 / create
studmill.generate_asset
{ prompt: "mossy stone shrine", style: "low-poly", tri_budget: 10000 }
→ generation_id: "6a9b..." · queued
02 / inspect
studmill.get_generation
→ completed · 8,634 tris · warnings: []
03 / fetch
studmill.download_asset
→ glb_url · roblox_url · measured bounds
The controlled path
Generic generators end at “here is a mesh.” StudMill adds the Roblox-specific checks and delivery step that comes after generation.
StudMill expands your prompt with a controlled single-object setup built for cleaner 3D reconstruction.
The pipeline reads triangle count, bounding dimensions, and texture presence. Budget misses stay visible as warnings.
Download the original GLB plus a Studio-oriented ZIP with a bottom-centred OBJ and extracted texture when conversion succeeds.
Real outputs, not mockups
Straight answers
The practical details about budgets, files, MCP access, and getting assets into Studio.
Start with three free generations a day. No credit card, local runtime, or Blender setup required.