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MCP servers tagged simulation
76 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.
Cml MCP
A Model Context Protocol (MCP) Server for Cisco Modeling Labs (CML)
Fluxloop
Open-source toolkit for running reproducible, offline-first simulations of AI agents against dynamic scenarios
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…
Itasca MCP
MCP server connecting AI agents to ITASCA engines (PFC, FLAC, 3DEC, MPoint, MassFlow) — run numerical simulations through natural conversation
Omnisim
Open-source robotics simulator for coding agents: HTTP/JSON + MCP control, Newton physics, wgpu rendering, ROS 2, and reproducible benchmarks.
Arksim
Find your agents errors be fore your real users do
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…
Mazzap
Mazzap, part of the Mazzstack: essentials for the Singularity Slowlife
Labwired Core
Deterministic firmware simulator for ARM Cortex-M and RISC-V — with hardware-validated parity
Cad Cae Copilot
CAD/CAE Copilot — an AI-native CAD/CAE/CAX workbench for AI agents. Text-to-CAD, text-to-CAE, real build123d/OpenCASCADE geometry, editable parameters, stable topology pointers, d…
Twin Github
Deterministic GitHub-shaped twin for agent testing — REST + MCP, SQLite-backed state.
Digital Twins
Test mode for your integrations, built for the way agents build.
Anima
A persistent AI character that reads world news, builds memories with retrieval, and evolves an emotional state over time.
Ansys MCP Server
MCP server giving Claude Code CLI direct control over Ansys engineering simulations — CFD, FEA, meshing, and post-processing via PyAnsys. 24 tools. Multi-language docs.
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…
Scorecard
Scorecard — independent third-party profile of a public API surface, by API Evangelist. Scorecard is a simulation and evaluation platform for building, testing, and deploying fron…
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…
Flac MCP
MCP server connecting AI agents to ITASCA FLAC — run continuum simulations through natural conversation
Ansys Aedt MCP
MCP server for Ansys Electronics Desktop automation with PyAEDT, HFSS, Maxwell, Q3D, Icepak, native AEDT APIs, reports, sweeps, and simulation workflows.
Agentic Embedded Lab
Agent-native embedded systems lab for pluggable simulation, evidence-driven validation, and controlled evolution.
Fluent Cfd Skill
A Codex skill for Ansys Fluent and PyFluent CFD workflows.
Cst2026 Skill MCP
No description published.
Genesis MCP
MCP Server for Genesis World.
OpenPhysicsAI
An open-source physics lab for people and AI agents: 20+ verified solvers for flow, shocks, fire, heat, solids, sound, electromagnetism and orbits, with a native 3D app, a CLI and…
Agent Emulator
Emulation & experimentation platform for trustworthy AI agent infrastructure —trace-driven replay of agent behavior on a sharded blockchain. Built on BlockEmulator-X by HuangLab @…
Industrial MCP
将工业设备变成 AI 可控工具的 MCP 服务器。支持 Modbus、OPC UA、MQTT 三种协议，内置设备仿真引擎、物理模型和完整的调试工具链。让 Claude 用自然语言监控传感器、启停电机、执行工厂巡检。
CorpOS
Company-day simulation: firm model, work contracts, and PDP/PEP governance. Not an agent framework and not production SaaS.
NimuQDock Dsh
把 DeepSeek Harness接入QQ的对接坞——带人格引擎的仿真群友：心情、精力、记忆，像真人一样潜水与参与。
PlantSim Agent
GitHub Copilot agent for Plant Simulation — local KB Q&A, SimTalk authoring, .psfm analysis.
Vensim System Dynamics Skill
面向 Agent 的 Vensim 系统动力学 Skill：中文 MDL 默认骨架优先自然布局、原生圆弧与 Hide Depth 影子处理、反馈审计、Python 彩色论文图、仿真与校准优化。支持 Windows/macOS/Linux，可选 MCP；仅限非商业使用。
Lumerical MCP
MCP server for ANSYS Lumerical FDTD - build, validate, run and analyze photonics simulations from an AI assistant
Groundtruth MCP
Give coding agents your project's own ground truth: semantic lint, deterministic replay, seeded simulation with threshold gating, and guarded read-only queries, as MCP tools.
Dopey
Paper-only market intelligence OS for equities and options, with provenance, adversarial validation, and governed research.
Comsol Research Workflow
中文自然语言驱动 COMSOL：Java 官方进度窗口 / MCP 原生 GUI，交付完整可视 MPH
Era
Build, test and benchmark agents across a complete simulated enterprise
Antioch Agent Plugin
Antioch skills and MCP integration for Claude Code and Codex
Echo Sim Official Specs
EchoSim is a simulation-first AI dating app where each user's AI twin (an 'Echo') goes on simulated dates to test compatibility before any real conversation begins. Official produ…
Sonata Labs
Clone a company into a fake Gmail, Slack and Calendar, run your agent through a simulated workday inside it, and score how much of the job it finished without a human.
Embodied AI Thesis
Master's thesis reproducibility workspace — comparing simulation-native (Isaac Sim MCP) and middleware-centric (ROS-MCP + LIMO) LLM orchestration architectures.
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…
PyADM1ODE
A comprehensive Python framework for modeling, simulating, and optimizing agricultural biogas plants based on the Anaerobic Digestion Model No. 1 (ADM1).
Solana Internet
Proof-of-concept MCP server integrating Solana blockchain for paid digital resource access via direct SOL payments. Returns solana-action URIs for unsigned transactions with on-ch…
Kano Showcase
Walk a generated world, then ask it why — Hīkoi, a first-person viewer for a fully generated planet (geology, climate, hydrology, life), plus a local MCP server so your own AI can…
First Scan Otif
Calibrated GBT (isotonic XGBoost) scores first-scan promise-miss risk on public Olist data. Exception handling policy; LangGraph/MCP agent executes it in simulation. Judged on bus…
Petri Net Sim
An editor, a simulator, and a natural-language generator for Petri nets and Petri-object models, in one place
The Dead Internet
A complete, isolated internet infrastructure for AI agents. OAuth2 auth, economic system, social network, semantic search, and MCP protocol support.
Systems Modeler
Stock & Flow — Visual systems dynamics simulator with 1,078 models, AI generation, and MCP server
Blocksworld Simulation
Visual blocksworld simulation with Pygame GUI and Flask REST API for AI planning research. Features 50 scenarios, multiple constraint sets, and LLM integration via MCP.
Scenario Engine
MCP Server für deterministische Simulation und Szenario-Planung mit dynamischen Regeln und Persistence
FsTamTam
Freeware Cross-Platform Data Exchange Framework, for FSX and Prepar3D cockpit makers