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awesome-ai-cae MCP Server

kimimgo/awesome-ai-cae

Score: 71.7 Rank #3737 MCP Server
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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.

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Overview

kimimgo/awesome-ai-cae is a Python MCP server licensed under CC0-1.0. 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.

Ranked #3737 out of 24846 indexed tools.

Ecosystem

Python CC0-1.0

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 59

59 stars → early stage

Freshness 25% 1mo ago

Last commit 1mo ago → recently updated

Issue Health 25% 60%

12/20 issues closed → decent issue management

Contributors 10% 2

2 contributors → solo project

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A
PyPI Downloads N/A
Forks 11
Description Detailed
License CC0-1.0

Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →

How to Improve

Dependents medium impact

No downstream dependents detected yet — adoption by other projects is the strongest trust signal

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AgentRank score for kimimgo/awesome-ai-cae
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Matched Queries

"mcp server""mcp-server"topic:mcp

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