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MCP servers tagged simulation

12 live MCP servers tagged "simulation", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with simulation.

12
live servers
48
avg trust
113
most stars
1

Foam Agent

csml-rpi

Foam-Agent: An end-to-end, composable multi-agent framework for automating CFD simulations in OpenFOAM. NeurIPS 2025 Machine Learning and the Physical Sciences Workshop.

★ 113updated 6 months agoMIT
80
2

Fluxloop

Fluxloop-AI

Open-source toolkit for running reproducible, offline-first simulations of AI agents against dynamic scenarios

★ 9updated 6 months agoApache-2.0
62
3

AgentSociety

AgentSociety 2 is a modern, LLM-native agent simulation platform designed for social science research and experimental design. It provides a flexible framework for creating and ma…

59
4

Itasca MCP

MCP server connecting AI agents to ITASCA engines (PFC, FLAC, 3DEC, MPoint, MassFlow) — run numerical simulations through natural conversation

52
5

Alicization Town

**⚔️ Alicization Town** is a decentralized, multi-agent pixel sandbox world powered by the **Model Context Protocol (MCP)**. **⚔️ Alicization Town** 是一个基于 **MCP (Model Context…

44
6

Mazzap

Mazzap, part of the Mazzstack: essentials for the Singularity Slowlife

44
7

Twin Github

Deterministic GitHub-shaped twin for agent testing — REST + MCP, SQLite-backed state.

42
8

Text2sim MCP Server

Text2Sim MCP Server is a conversational simulation engine that transforms natural language into working simulation models. Supporting Discrete-Event Simulation (DES) and System Dy…

39
9

Awesome AI Cae

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, different…

39
10

Flac MCP

MCP server connecting AI agents to ITASCA FLAC — run continuum simulations through natural conversation

39
11

Shadow

The staging environment for AI agents. Rehearse every action before it hits production.

37
12

yusong652/yade-mcp

source discrete element method (DEM) engine for granular and particle simulation. Browse API docs with BM25 search, execute code via synchronous REPL or async background tasks, mo…

34
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