Cai-aa/CAE-Agent-Hub - thehardwarestore.ai

── AI DEEP ANALYSIS ──

reviewed by: meta-llama/llama-4-scout

The CAE Agent Hub repository provides a collection of MCP servers, reusable agent skills, solver automation workflows, and browser-based result viewers for engineering simulation. It includes various applications and modules for interacting with different CAE tools and solvers, such as Ansys, Fluent, and Mechanical. The repository follows a specific structure and pattern, and contains various data and research-related assets.

── METRICS ──

RATING7.6/10

QUALITY7.5/10

MAINTENANCEmaintained

DRIFTmedium

CONTRIBUTORS8

VELOCITY0.67

OPEN ISSUES7

CLOSED ISSUES2

LAST COMMIT1 month ago

── TAGS ──

#CAE #MCP #engineering_simulation #Python #automation

── FILE BREAKDOWN ──

Files by Type (count)

Other (.mtd)

779

Python

609

Markdown

363

JSON

131

reStructuredText

117

YAML

80

Other (no ext)

55

TOML

42

Git Ignore

28

Other (.png)

26

JSX

24

Other (.example)

17

Files by Type (size)

JSON

245MB

Other (.mp4)

73MB

Other (.mtd)

11MB

Python

5MB

Other (.png)

3MB

Other (.svg)

1MB

Markdown

1MB

Other (.dib)

1MB

Other (.gz)

797KB

Lock File

626KB

reStructuredText

351KB

Other (.parmap)

272KB

── KEY FINDINGS: REUSABLE CODE ──

The LLM identified 2 files worth highlighting for reuse:

This module provides the main entry point for the PyFluent MCP server, which allows clients to interact with Fluent simulations.

file: MCP/Ansys/PyAnsys/pyfluent-mcp/src/ansys/fluent/mcp/server.py ↗ | tags: #MCP_server #PyFluent #automation

This module provides various contexts for interacting with Mechanical simulations, including contexts for creating and managing Mechanical instances.

file: MCP/Ansys/PyAnsys/pymechanical-mcp/src/ansys/mechanical/mcp/contexts.py ↗ | tags: #MCP_server #PyMechanical #automation

── HISTORY ──

Last analyzed: 2026-09-17 07:53:35.292577

Next check: 2026-10-17 07:53:35.245109

$ show Cai-aa/CAE-Agent-Hub