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.
Cross-referenced across 55 tracked directories
#52205
Popularity Rank
1 / 55
Listed In
Emerging
Adoption Stage
3/13/2026
Created
62
GitHub Stars
11
Forks
8
Open Issues
10/12/2026
Last Commit
Recently added to the ecosystem
byteclawmail
MCP server for Wundervault zero-knowledge secret management
Sovereign encrypted persistent memory for AI agents. 8 MCP tools. GDPR erasure. Apache-2.0.
Pantani
Build real visual systems in TouchDesigner from plain language with Claude, Cursor or Codex.