MCP Notes is an intelligent note - taking application based on the MCP protocol, supporting AI - driven note management and web interface operations, and using DynamoDB to store data.

LLM Context is a tool that helps developers quickly inject code/text project content into the chat interface of large language models, supporting intelligent file selection and multiple integration methods.

The FHIR MCP Server is a medical data management server based on the FastMCP framework, providing a complete implementation of the Model Context Protocol (MCP) and supporting the interaction between LLM agents and FHIR-compatible backends. It provides standardized interfaces, supports comprehensive CRUD operations on FHIR resources, and implements intelligent document processing and semantic search through a series of tools.

The MCP proxy tool intelligently invokes multiple upstream MCP services through a single query interface, saving context window resources

Archon is an intelligent system for autonomously constructing and optimizing AI agents. It demonstrates key principles of modern AI through iterative development, including agent reasoning, domain knowledge integration, and scalable architecture. The current version V4 provides a comprehensive Streamlit interface, supports Docker deployment, and integrates with MCP services for seamless docking of the AI IDE.

The plugged.in MCP Proxy Server is a middleware that aggregates multiple Model Context Protocol (MCP) servers into a unified interface, provides advanced management functions through the plugged.in ecosystem, supports multiple MCP clients, and implements intelligent request routing.

LOTUS-MCP is an open-source model coordination protocol that integrates the two major AI models, Mistral and Gemini, providing a unified interface, context sharing, and tool integration to achieve intelligent routing and cost optimization.

An intelligent documentation search server built on FastMCP that supports documentation search across multiple popular frameworks and libraries, providing a unified interface for AI systems to quickly obtain relevant information.

This project builds a Retrieval Augmented Generation (RAG) server based on IBM Watsonx.ai, uses ChromaDB for vector indexing, and exposes interfaces through the Model Context Protocol (MCP). The system can process PDF documents and answer questions based on the document content, realizing an intelligent question answering function that combines large language models with specific domain knowledge.

Archive Agent is an intelligent file indexing tool that supports searching and querying file content through natural language. It combines AI search (RAG engine), automatic OCR, and the MCP interface, and can handle various file types, including text, documents, PDFs, and images.

An enterprise - level AI assistant system based on the Model Context Protocol, with intelligent server selection, text analysis, code review, sentiment analysis, and knowledge management functions, providing an aesthetically pleasing Web interface.

A 12306 ticket purchase search server based on the MCP protocol, providing API interfaces to support AI intelligent query of ticket information

Vultr MCP is a comprehensive model context protocol server that provides 335+tools for managing Vultr cloud infrastructure through natural language, supporting intelligent identifier parsing and a rich CLI interface.

The Kali MCP Server is an AI-driven network security testing platform that integrates over 55 professional security tools and supports multiple AI interfaces for intelligent penetration testing and vulnerability discovery.

WebScout MCP is a web application reverse-engineering tool based on the Model Context Protocol, focusing on automated analysis of chat interfaces and streaming APIs, providing browser automation, network traffic capture, and intelligent pattern detection capabilities

This project is a Python wrapper tool for the SNCF API, providing an MCP server interface and integrating with Claude Desktop to implement intelligent journey planning, station information query, and real - time train monitoring functions within France.

MCP Server DevOps Bridge is a bridge project connecting DevOps tools and AI assistants, providing a unified natural language interface, supporting cross - platform integration and autonomous agent workflows, including the integration of platforms such as Azure DevOps, GitHub, and Slack, as well as an intelligent memory system.

An intelligent e-commerce dialogue agent system based on reinforcement learning, integrating ontology reasoning, business toolchains, dialogue memory, and a Gradio interface. It realizes closed-loop learning from data to training and then to deployment through the Stable Baselines3 PPO algorithm, and can autonomously optimize the decision-making strategy of the shopping assistant.

MetaMCP is an MCP proxy server that can integrate multiple MCP servers into a unified interface, dynamically manage tool/prompt/resource configurations through the MetaMCP application, and intelligently route requests to the correct underlying servers.

ThingsPanel MCP is an intelligent interface for the IoT platform, supporting natural language interaction and device management

CodeFlow is an intelligent code analysis tool that generates detailed call graphs by parsing the abstract syntax tree of the code and provides semantic search functionality. It includes two interfaces, a CLI tool and an MCP server, aiming to help developers understand complex codebases with minimal cognitive burden.

UpTier is a desktop to - do application that combines the Microsoft To Do - style interface with the intelligent priority sorting function of Claude AI, enabling intelligent task management through the MCP protocol.

The MCP Speaker Diarization and Recognition System is a complete solution integrating GPU-accelerated speaker separation, speech recognition, emotion detection, and a web interface. It combines the speaker separation of pyannote.audio with the faster-whisper transcription technology, supporting persistent speaker recognition (one-time registration, permanent recognition), dual-detector emotion analysis (combining general AI and personalized voiceprints), real-time stream processing, REST API, and MCP server, and is designed for AI intelligent agent integration and hobby projects.

MCPOmni Connect is a powerful and universal command-line interface (CLI) that serves as the gateway to the Model Context Protocol (MCP) ecosystem. It integrates multiple MCP servers, AI models, and transport protocols, providing a unified and intelligent interface that supports multi-protocol connection, AI-driven interaction, security and privacy protection, memory management, and advanced prompt processing. etc. capabilities.

Loominus MCP is a visual node editor designed to simplify the configuration and sharing of Model Context Protocol (MCP) servers and agents. It connects MCP tools with LLMs through a drag-and-drop interface, supports the rapid construction of automated workflows, and is suitable for the development of intelligent tools in the digital and physical worlds.

A Kubernetes AI intelligent management assistant that combines the MCP protocol server and Rancher UI extensions to provide natural language command - line operations and a visual cluster management interface

MonteWalk is an institutional - level quantitative trading tool server based on the MCP protocol, providing real - time market data, portfolio management, risk analysis, and backtesting functions for AI assistants. It includes more than 25 tools and 6 intelligent workflows, offering a professional trading terminal experience through the Gradio 6 interface.

AiSpire is an AI intelligent interface developed for Vectric Aspire/V-Carve CAD/CAM software, which realizes AI-driven design and machining functions through the Lua plugin and Python MCP server.

Gorev is a modern task management system developed in Go. It provides task management functions for AI assistants (such as Claude, VS Code, Cursor, etc.) through the Model Context Protocol (MCP). It supports multi - workspaces, an embedded Web interface, a REST API, and real - time event notifications, and has advanced features such as intelligent task creation, project organization, dependency management, and a template system.

This project demonstrates how to combine the local Ollama model with the Pydantic proxy framework to create intelligent agents and use tools through the MCP server, while providing a Streamlit user interface.

SoliPy is an intelligent interface project that allows users to control the SolidWorks software through natural language (Persian and English) and automatically generate VBS scripts to execute design commands.

The MCP Continuity Server is a project status management tool based on MCP SDK 1.7.0. It provides cross - session status saving, repository analysis, and intelligent prompt generation functions, including a Web management interface and support for automated testing.

This is an unofficial Model Context Protocol (MCP) server that transforms the Associated Press Media API into an AI - optimized content intelligence resource. It provides 26 tools and 17 intelligent prompt templates, enabling AI applications to seamlessly access, analyze, and interact with the Associated Press's comprehensive news content through a natural language interface.

The MCP server for Zoho CRM provides a standardized interface for AI assistants to interact with Zoho CRM data, supporting OAuth authentication, multi - module operations, and intelligent error handling.

MCP is an open protocol for standardizing the context of AI applications, similar to the USB - C interface in the AI field, enabling seamless connection between LLMs and various data sources/tools. It provides preset integrations, multi - model switching, secure data processing, and a standardized interface, supporting the construction of LLM - based intelligent agents and complex workflows.

A powerful multi - source deal aggregation MCP client that integrates Slickdeals, RapidAPI, and web scraping functions, providing an interactive chat interface and intelligent deal filtering and comparison functions.

An AI-driven e-commerce integration MCP server that supports multi-platform product search, intelligent price negotiation, and discount generation, providing a unified interface for AI shopping assistants

An intelligent chat application based on EdgeOne Pages Functions technology, implementing a complete MCP protocol workflow, including an interactive chat interface, high - performance edge functions, and an OpenAI - compatible API.

An AI - based intelligent assistant for Avid MediaCentral CTMS, providing a natural language interaction interface, supporting PAM/MAM system browsing and OAuth2 authentication.

Brummer is a terminal user interface tool that supports multiple package managers, provides intelligent log management and real - time monitoring, and integrates the MCP server for external tool access.