MemoryMesh is a knowledge graph server designed for AI models, focusing on text role - playing games and interactive narratives. It helps AI maintain consistent and structured memory in conversations through dynamic schema definition and automatic tool generation, enabling a richer and more dynamic interactive experience.

MemoryMesh is a knowledge graph server designed for AI models, focusing on text RPGs and interactive narratives, helping AI maintain structured memory across conversations.

The SDKMAN interactive command-line tool provides a convenient interface for browsing, filtering, and installing SDKs, supports all SDKMAN candidate versions, and can integrate with an AI assistant to manage the development environment through natural language.

An AI interactive game developed based on the MCP protocol, allowing players to guess fictional content through generating true and false statements

The Vaali MCP server is an open - source project that demonstrates advanced AI agent capabilities. Through interactive parameter collection and workflow automation, it implements two modes: official MCP inquiry and intelligent parameter guidance, and supports cloud deployment and local integration.

An AI-driven MCP server for chart and prototype drawing, integrating multiple large language models and supporting the intelligent generation of draw.io format charts and HTML interactive product prototypes in multiple styles based on natural language descriptions.

This project is an Azure troubleshooting server based on the Model Context Protocol (MCP), which allows AI assistants to interactively diagnose Azure resource problems through the Azure self-service API.

An MCP server based on Docker containers, providing AI assistants with the ability to securely execute commands and operate files within containers, supporting process management and interactive input.

SQLGenius is an AI - based SQL assistant that converts user questions into SQL queries through natural language processing technology, supports BigQuery database operations, and provides interactive data visualization and schema exploration functions.

A human feedback loop MCP server for AI-assisted development tools, collecting user feedback through an interactive interface, supporting cross-platform operation and quick feedback options

SmartLead MCP Server is a cold email automation tool designed for AI assistants, providing over 116 API interfaces, supporting mainstream AI tools such as Claude and Cursor, including a beautiful interactive installer and full SmartLead API coverage.

This project encapsulates MongoDB database operations as an AI tool through the MCP protocol, enabling interactive terminal operations between Gemini AI and MongoDB.

The TKU-MCP project connects TronClass and Claude AI through the MCP protocol to achieve interactive functions.

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.

The plugged.in App is a comprehensive web application for managing Model Context Protocol (MCP) servers, providing a unified interface to discover, configure, and use AI tools across multiple MCP servers. It supports multi - workspaces, an interactive testing platform, tool management, resource discovery, etc., can be integrated with various MCP clients, and supports self - hosted deployment.

This is an MCP protocol demonstration project based on Cloudflare Workers and Remix 3, showing how to embed an interactive calculator widget in the AI chat interface. The project includes a complete MCP server implementation, state management, and widget communication system, and a hidden Easter egg in the TRON style is specially designed.

SketchupMCP is a project that connects Sketchup to Claude AI through the Model Context Protocol (MCP), enabling direct control of Sketchup by AI and interactive 3D modeling.

Calva MCP Server is a VS Code extension that provides AI programming assistant functions for Clojure/ClojureScript development. It enables interactive programming by connecting to the REPL, allowing AI to execute and test code in real-time.

An MCP server based on VChart, supporting AI assistants to generate multiple interactive charts and visualizations, including bar charts, line charts, pie charts, scatter charts, Sankey diagrams, etc., and supporting three output formats: image, HTML, and specification.

An MCP server designed for AI simulated interview scenarios, providing interactive voice interview practice functions

An MCP server designed for Cursor, supporting requests for user input during the AI generation process

A Go language debugging service based on the MCP protocol that allows AI assistants to interactively debug Go programs through the Delve debugger.

interactive - mcp is an MCP server implemented based on Node.js/TypeScript, aiming to promote interactive communication between LLMs and users. It provides various tools such as user input requests, system notifications, and persistent chat sessions, suitable for AI assistant scenarios that require local user interaction.

Chatty MCP is a voice - interactive plugin designed for editors. It can summarize the operation content via voice after completing an AI request, improving the efficiency of multitasking and supporting custom voice engines.

An implementation of the MCP protocol by Selector AI, providing real-time interactive AI services

The Monad MCP Server is an interactive server designed for the Monad blockchain, offering comprehensive DeFi tools and blockchain functions, including token acquisition, smart contract deployment, NFT generation and trading, token swap, AI trading agent, etc.

This project implements an MCP server that integrates Venice AI's image - generation capabilities, providing an interactive image - generation service with an approval/regeneration workflow and supporting the generation of multi - view 3D views through the Gemini API.

A server based on the Model Context Protocol (MCP) that connects AI models with the Notion API to enable interactive operations on Notion documents and data.

The Interactive Feedback MCP Server project optimizes the AI assistant's task flow through user feedback, reducing resource consumption and improving performance.

This project is an interactive feedback MCP server, aiming to optimize the workflow of AI assistants, reduce unnecessary tool calls by requesting user feedback, improve efficiency, and save resources.

MCP-Blender is a server project that connects Blender and Claude AI, enabling interactive control between AI and 3D modeling software through the Model Context Protocol, and supporting parametric design and associative design.

The Trello MCP Server is a powerful AI integration service that enables interactive management of Trello boards, lists, and cards through the Model Context Protocol. It supports two operating modes: Claude desktop application and SSE server, and provides complete read and write capabilities for board data.

Interactive chat application for former principals of Sydney Grammar School, integrating video playback and AI dialogue functions

The MCP Analytics Suite is an intelligent analytics platform that automatically transforms business problems described in natural language into actionable insights through AI-driven intelligent discovery. It provides an end-to-end analysis workflow, supports various statistical methods and machine learning techniques, and integrates secure data processing and interactive reporting features.

An MCP server template based on the Bun runtime, specifically designed for building AI Q&A tools, providing interactive quiz functions with multiple categories and difficulty levels.

The MCP portal is the official community platform for the Model Context Protocol (MCP), providing documentation, practical guides, server implementations, tool integrations, interactive labs, and community resources. It supports AI models to access external tools through the MCP protocol, enabling various functions from web browsing to database access.

This project converts the Substack API into an Anthropic MCP server, enabling AI assistants such as Claude to interactively access Substack content, including obtaining newsletters, searching cross - magazine content, and discovering popular subscriptions.

Cursor Sound MCP is a sound feedback tool implemented through the MCP protocol. It plays sound effects when Cursor AI finishes code generation to enhance the interactive experience.

This project is an interactive drawing server based on the MCP protocol. It provides a 16x16 grid drawing interface, supports real - time state synchronization and persistent storage, and can be integrated with Goose AI.

This project is a server based on the Model Context Protocol (MCP) that provides natural language interaction access to the art collections of the Art Institute of Chicago. It allows AI models to search for artworks in the Art Institute of Chicago and use these works as resources. The server provides various tools, including searching by title, getting specific artworks, full - text search, artist search, finding artworks by artist, etc., as well as a prompt for generating an interactive art gallery.