MCP Reasoner is a tool designed for Claude Desktop to enhance reasoning capabilities. It provides two algorithms, Beam Search and Monte Carlo Tree Search, and adds an experimental strategy simulation layer to optimize the solution of complex problems.

A minimalist WeChat article reader MCP service that enables large models to obtain and analyze the content of WeChat official account articles through browser simulation and content extraction technology.

A Node.js application that simulates or connects to a CO2 sensor on a Raspberry Pi Pico, provides a JSON-RPC service interface, and supports switching between simulation mode and real device mode.

ngspice-mcp is an MCP protocol-based server that provides a standardized interface for AI language models to access ngspice circuit simulation capabilities, supporting operations such as circuit loading, simulation execution, and data acquisition.

A module that adds discrete event simulation (DES) functionality to the Text2Sim MCP Server, implemented based on the SimPy framework, including core components such as entity processing, process steps, resource management, and indicator collection.

MCPet is an AI - based virtual pet simulation system that provides a digital pet - raising experience through the Model Context Protocol.

A Nessus vulnerability scanning server based on the MCP protocol, supporting vulnerability scanning, management, analysis, and simulation testing functions

FortunaMCP is a high-performance random number generation server based on hardware entropy, providing real and unpredictable random values for AI applications through various statistical distribution models, suitable for simulation and gaming scenarios.

The Quantum Simulator MCP Server is a Docker image that provides quantum circuit simulation functionality and supports integration with clients through the MCP protocol.

The MCP Game Helper is a custom model context protocol server that provides AI - assisted tools for game developers, focusing on tasks such as combat balance, skill analysis, level rhythm, and simulation.

The Isaac Sim MCP extension controls NVIDIA Isaac Sim through natural language, enabling robot simulation, scene creation, and dynamic interactions, and connects the MCP ecosystem with embodied intelligence applications.

A web accessibility analysis MCP server based on axe - core and Puppeteer, providing web page accessibility checking and color - blind simulation functions.

MyBatis Mapper XML SQL extraction service based on the MCP protocol, providing SQL parsing, parameter simulation, and database testing functions. It is an expert tool that supports AI collaboration.

A server project compatible with the MCP protocol, providing atomic-scale simulation functions through ASE, pymatgen, and machine learning interatomic potentials (MLIPs). It is currently under active development.

The Genesis MCP Server is a model context protocol server supporting visualization functions, specifically designed for Genesis World simulation.

The Polygon MCP Server is a standardized interface server that enables AI assistants to interact with the Polygon blockchain network, supporting functions such as wallet operations, smart contract deployment, cross-chain bridging, DeFi interactions, and transaction simulation.

An AI - controlled server for the GNS3 network simulator based on the MCP protocol. It supports creating, managing, and controlling network topologies and simulations through natural language instructions, providing a complete solution for network engineering automation.

League of Legends Mock Match Predictor, providing summoner analysis based on historical data and AI-driven 10-phase match simulation, supporting multi-language and performance comparison.

FortunaMCP is an advanced MCP server that focuses on generating high-quality random values, suitable for scenarios such as simulation, modeling, and game mechanics in AI applications.

A Lemonade Stand game server based on the MCP protocol, enabling an AI interactive gaming experience through the Claude desktop client, including a weather system, business simulation, and other complete game mechanisms.

This is a Playwright web content retrieval service based on the Model Context Protocol (MCP), providing functions such as web navigation, content scraping, interactive element detection, and mouse operation simulation.

An MCP server that provides advanced HTTP request capabilities for LLMs such as Claude, supporting browser fingerprint simulation and document conversion

Hoverfly MCP Server is a Model Context Protocol (MCP) server based on Spring Boot that integrates the Hoverfly simulation tool into the AI assistant ecosystem, supporting dynamic simulation of third - party APIs to solve the problem of external service dependencies in development and testing.

Octagon VC Agents is an MCP server that runs AI-driven venture capitalist agents, simulating the investment thinking of well-known VCs (such as Fred Wilson, Peter Thiel, etc.). It combines real-time transaction data and in-depth research intelligence from Octagon Private Markets to provide services such as financing feedback, due diligence simulation, and term negotiation.

MCP Cases is a multi - functional format based on the Model Context Protocol, used for automation testing, server simulation, protocol validation, and documentation generation.

This project uses the MCP protocol and AI technology to build automated network security tools, covering multiple fields such as red - team attack simulation, SOC analysis, malware development, and threat hunting, to achieve the intelligence and automation of security tasks.

Octagon VC Agents is an MCP server that runs AI-driven venture capital agents, simulating the investment thinking of well-known venture capitalists (such as Fred Wilson, Peter Thiel, etc.). It combines real-time transactions, valuations, and in-depth research data from Octagon Private Markets to provide programmable 'venture capital brain' services such as financing feedback, due diligence simulation, and term negotiation.

ETH Security MCP is a collection of MCP servers for security analysts, auditors, and incident responders, supporting blockchain transaction analysis, function signature query, and transaction simulation through services such as Dune, Sources, and Cast.

This is a Playwright web content retrieval service based on the Model Context Protocol (MCP), providing functions such as web page navigation, content scraping, interactive element detection, and mouse operation simulation.

An OpenDSS power system simulation server based on the MCP protocol, supporting power system analysis and operation through LLM interaction

Manufacturing supply chain dashboard simulation system, an MCP server with natural language query function

This project integrates Fujitsu's social digital twin and digital exercise API with the Model Context Protocol (MCP), enabling large language models (LLMs) to access Fujitsu's digital exercise API through natural language and achieve functions such as traffic simulation and scenario comparison.

This is a Playwright web content retrieval server based on the Model Context Protocol (MCP), providing functions such as web page navigation, content capture, interactive element detection, and mouse operation simulation.

An MCP service that enables programmatic control of the computer screen, mouse, and keyboard through nut.js, providing automation operation functions such as screenshot, input simulation, and window management

A service based on the Model Context Protocol (MCP) that provides a standardized interface for AI assistants to interact with the LAMMPS molecular dynamics simulation software, supporting simulation setup, running, monitoring, and analysis.

The DICOM MCP Server is a medical imaging AI integration tool based on the Model Context Protocol (MCP), which supports querying, reading, and transferring PACS (Picture Archiving and Communication System) data through AI assistants, with Orthanc as the reference implementation. The project integrates DICOM, FHIR, and a mini RIS database, providing comprehensive radiology workflow management, including image query, report generation, virtual device simulation, and report archiving.

A Python - based MCP server for controlling Elastica soft slender body physical simulations through natural language

This project demonstrates how future DevOps engineers can use the MCP and A2A protocols to simplify workflows, improve efficiency, and automate complex tasks by installing Nginx in three ways: manual simulation, MCP, and A2A.

PokeMCP is a server based on the MCP protocol, which provides detailed Pokémon information query functions, including attributes, moves, evolution chains, etc., through integrating PokeAPI, and supports Pokémon battle simulations.

PsiAnimator - MCP is a quantum physics simulation and animation server that integrates the QuTip quantum computing library and the Manim animation engine through the MCP protocol, providing functions such as quantum state management, time evolution, measurement calculation, and high - quality visualization, suitable for quantum mechanics teaching and research.