kimimgo

Awesome Ai Cae

Name: Awesome Ai Cae
Author: kimimgo

AI community

SOURCE https://github.com/kimimgo/awesome-ai-cae

Description

A curated list of 100+ AI-ready tools for Computer-Aided Engineering, ranked by an AI-Readiness Score (agent-callability: MCP, Python API, CLI, pip). CFD, FEA, SPH, DEM, differentiable simulation, neural operators, PINNs, MCP servers.

Installation

This entry records only its repository, not the path inside it, so there is no exact command to give. Open the source below and copy the folder into ~/.claude/skills/, or the file into ~/.claude/agents/.

README

[![Awesome](https://awesome.re/badge-flat2.svg)](https://awesome.re) [![awesome-lint](https://img.shields.io/github/actions/workflow/status/kimimgo/awesome-ai-cae/lint.yml?branch=main&style=flat-square&label=awesome-lint&color=00d4ff)](https://github.com/kimimgo/awesome-ai-cae/actions/workflows/lint.yml) [![License CC0-1.0](https://img.shields.io/badge/license-CC0--1.0-7c3aed?style=flat-square)](https://creativecommons.org/publicdomain/zero/1.0/) [![PRs welcome](https://img.shields.io/badge/PRs-welcome-2ea44f?style=flat-square)](CONTRIBUTING.md)

[![Stars](https://img.shields.io/github/stars/kimimgo/awesome-ai-cae?style=flat-square&color=f472b6)](https://github.com/kimimgo/awesome-ai-cae/stargazers) [![Last commit](https://img.shields.io/github/last-commit/kimimgo/awesome-ai-cae?style=flat-square&color=00d4ff)](https://github.com/kimimgo/awesome-ai-cae/commits/main) [![Tools](https://img.shields.io/badge/tools-110%2B-00d4ff?style=flat-square)](READINESS.md)

The CAE tools an AI agent can actually call

**Open-source simulation, CAD & meshing tools for agentic / LLM-driven engineering** — driveable headless via **MCP, Python, or CLI** (no GUI-only tools). The **only CAE list with a weekly agent-callability ranking**. Ranked by *callability*, not stars.

**110+ tools** · **3 MCP servers** · **2 AI-Native** · machine-readable [JSON](data/readiness.json) / [CSV](data/readiness.csv) · weekly-regenerated [ranking](READINESS.md)

Scope: agent-callable CAE/CAD/CAM **tools**, plus a small set of **adjacent** Datasets & Learning Resources for context.

[**🚀 Quickstart**](#quickstart--give-your-agent-a-cae-tool) · [**🏆 Index**](#ai-readiness-index) · [**📊 Methodology**](#how-the-score-works)

[한국어](docs/README.ko.md) · [中文](docs/README.zh.md) · [日本語](docs/README.ja.md) · [Deutsch](docs/READM