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Inbox MCP

A Model Context Protocol (MCP) server for email integration via Nylas. Enables AI assistants to effortlessly batch-triage, organize, and automate email through natural language interactions.

AI Tutor

AI powered tutor for higher education based on MCP client/server and multi-agents orchestration.

🐦 X-Post MCP 🚀

A Model Context Protocol (MCP) server that allows interaction with the X API, along with a client to interact with the server using Google's Gemini AI.

Fujitsu Social Digital Twin MCP Server

MCP-enabled server for natural language interaction with Fujitsu's Social Digital Twin API. Execute economic and social simulations directly from LLMs and verify effects before real-world implementati

👾 Digimon Engine

Digimon Engine — Multi-Agent, Multi-Player Framework for AI-Native Games and Agentic Metaverse

Kubernetes MCP Server 🚀

The Kubernetes MCP Server is a Model Context Protocol (MCP) server that provides seamless integration with Kubernetes APIs, enabling advanced automation and interaction capabilities for developers, op

Generic MCP Server

A sample Model Context Protocol (MCP) server for movie database interactions. Built with TypeScript, Express, and the MCP SDK, it enables AI agents to search and discover films, actors, and directors

🌟 MiniMax Model Context Protocol (MCP) Server

Official MiniMax Model Context Protocol (MCP) server that enables interaction with powerful Text to Speech and video generation APIs.

🧠 AutoGen-Compatible Multi-Agent Research POC with Ollama + BraveSearch

This project is a proof of concept for running a local-first multi-agent system using: 🤖 Local LLMs via Ollama 🧩 Simple function/tool-call detection using <tool_call>... 🔍 Brave Search API or optional

MCP YouTube Server

A Model Context Protocol (MCP) server enabling interaction with YouTube (search, video details) from compatible host applications like Claude for Desktop, Cursor, Windurf.

SurveyMars MCP Server

Official SurveyMars Model Context Protocol (MCP) server that enables interaction with SurveyMars APIs. This server allows MCP clients like Claude Desktop, Cursor, Windsurf, OpenAI Agents and others to

Building a Simple MCP Server in Python Using the MCP Python SDK

The Model Context Protocol (MCP) is a standardized way to supply context to large language models (LLMs). Using the MCP Python SDK, you can build servers that expose data (resources), functionality (t

🚀 R2R MCP Server

R2R MCP Server provides Model Context Protocol (MCP) with R2R (Retrieval-to-Response) to improve interaction with Claude and other MCP-compatible models, providing access to knowledge bases.

# MCPilot

MCPilot is an AI chatbot that integrates real-time tools like DuckDuckGo, Airbnb, and weather APIs. Built with MCP Servers, Gradio, and GROQ, it provides context-aware responses and smooth interaction

Swarms API MCP Server

Art Institute of Chicago MCP Server

A Model Context Protocol (MCP) server that provides access to the Art Institute of Chicago Collection through natural language interactions. This server allows AI models to search the Art Institute of

Part 1. Real-Time LangGraph Agent with MCP Tool Execution

This project demonstrates a decoupled real-time agent architecture that connects LangGraph agents to remote tools served by custom MCP (Modular Command Protocol) servers. The architecture enables a fl

Open Multi-Agent Canvas

The open-source multi-agent chat interface that lets you manage multiple agents in one dynamic conversation and add MCP servers for deep research

AgentMCP: The Universal System for AI Agent Collaboration

MCPAgent for Grupa.AI Multi-agent Collaboration Network (MACNET) with Model Context Protocol (MCP) capabilities baked in

AgentMCP: Multi-Agent Collaboration Platform

MCPAgent for Multi-agent Collaboration Network (MACNET) with Model Context Protocol (MCP) capabilities baked in

Sequential Thinking Multi-Agent System (MAS)

Mirror of

MCP Telemetry

Observability helps. This MCP server adds tracing to all your conversations on Claude (or suitable MCP client) so that you can trace, understand, debug and report on your all your interactions.

Building AI-Powered Applications with Spring AI and Model Context Protocol

Spring ai and Reactjs Based Proof of Concept of a Server Hosted MCP Client + MCP Server solution available for natural language interaction

Mcp Server Mas Sequential Thinking

mcp-server-mas-sequential-thinking is a project focused on improving decision-making processes in multi-agent systems. It implements sequential reasoning techniques to enhance collaboration and effici