Multi-Agent-CAD: MAC: A decoupled multi-agent framework for text-to-CAD generation via constrained test-time compute

by Pan-Chera · Agent Tool · ★ 1.1k

Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h

How to install Multi-Agent-CAD

git clone https://github.com/Pan-Chera/Multi-Agent-CAD

Taken from the project's README on GitHub. Check the security audit before running it.

Security audit verdict: SAFE · quality 71/100

None of the 42 rules matched — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against 42 published rules built on the SlowMist agent-security taxonomy, refreshed every 8 hours. Full audit →

The quality score combines nine heuristic checks of the repo and its README: completeness, clarity, specificity, examples, structure, agent readiness, step-by-step content, instruction quality and security notes. It rates how well the project explains itself to an agent, not the code.

3d-modeling3d-printingagent-pipelineaiderassemblybuild123dcadgenerative-designlanggraphllm

Quick Facts

Stars1,068
Forks99
LanguagePython
CategoryAgent Tool
LicenseMIT
Quality Score71/100
Open Issues1
Last Updated2026-11-04
Created2026-07-30
Platformspython
Est. Tokens~19k

About Multi-Agent-CAD

🛠️ MAC (Multi-Agent CAD): Generate printable 3D models with 1% the tokens Tsinghua University · IEI Lab 4 agents collaborating · 116× fewer tokens · 99.3% feature pass rate — turn concise natural language directly into printable 3D models. Same CAD generation capability, 1/116 the tokens, 1/13 the inference cost.

Compatible Skills

These tools work well together with Multi-Agent-CAD for enhanced workflows:

  • cad-cae-copilot — semantic(0.65)+complementary+rare_topics+same_lang+shared_platform (78%)
  • agentcad — semantic(0.43)+complementary+rare_topics+same_lang+similar_pop+shared_platform (74%)
  • CAD-MCP — semantic(0.45)+complementary+rare_topics+same_lang+similar_pop+shared_platform (70%)

Multi-Agent-CAD alternative? Top 6 similar tools

Looking for a Multi-Agent-CAD alternative? If you're comparing Multi-Agent-CAD with other agent tool tools, these 6 projects are the closest alternatives on Agent Skills Hub — ranked by topic overlap, star count, and community traction.

  • SOMA by Kai-Jungsthoefel · ⭐ 452

    Desktop app for designing parametric 3D models in CadQuery together with the coding agent of your choice

  • cuga-agent by cuga-project · ⭐ 1.1k

    CUGA is an open-source generalist agent harness for the enterprise, supporting complex task execution on web a

  • helix by helixml · ⭐ 829

    ♾️ Private Agent Fleet with Spec Coding. Each agent gets their own GPU-accelerated desktop. Run Claude, Codex,

  • partmode by BOMWiki · ⭐ 505

    Open-source, local-first parametric CAD in the browser for people and permissioned typed agents, powered by Op

  • Procedura by SpatiaOS · ⭐ 408

    Agentic 3D Modeling with Procedural Control — turns a text prompt into an editable parametric program, with op

  • blender-ai-mcp-addon by anujasid · ⭐ 404

    AI assistant and MCP server for Blender: visual chat, scene tools, multi-agent workflows. Works with ChatGPT/G

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How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy: 42 published rules, covering credential harvesting, data exfiltration, curl | sh installers and more. It is a first-layer scan, not a manual audit — we say so rather than overstate it.

The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.

Sources & who's responsible:

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