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最新 MCP Servers
BMO Data Validation Web Application
A web application for Banks Monitoring Office (BMO) to validate data submitted by banks.
mcp-observer-server
mcp-observer-server is an MCP (Model Context Protocol) server that monitors file system events and provides real-time notifications to MCP clients. It acts as a (more bi-directional) bridge between your local file system and AI assistants like Claude Inspector, enabling them to respond to file changes automatically.Hong Kong community and social welfare MCP Server
This is an MCP server that provides access to government community and social welfare data through a FastMCP interface.
AlsoAsked MCP Server
A Model Context Protocol (MCP) server for the AlsoAsked API, providing access to Google's "People Also Ask" data for SEO research and content optimization.
🚀 MCP Space Platform
MCP Space is a complete platform for building and deploying AI tools using the Model Context Protocol (MCP). The system enables developers to create powerful AI agents through an intuitive chat interface without writing code, then deploy them with a single click to Cloudflare Workers.
📒 Notes Manager with FastMCP
This project uses FastMCP to create a simple Notes management system.
It provides tools, resources, and prompts to add, read, and manage notes through the MCP protocol.
It provides tools, resources, and prompts to add, read, and manage notes through the MCP protocol.
Mastering MCP: Build Enterprise AI Tool-Calling and Memory Systems
Hong Kong Government Data MCP Server
This is an MCP server that provides access to various Hong Kong government data through a FastMCP interface.
Claude Sessions 🚀
Welcome to the Claude Sessions repository! This project provides custom slash commands for Claude Code, focusing on comprehensive development session tracking and documentation.
ShadowPay - AI-Powered Debt Elimination Assistant
ShadowPay is an AI-driven system designed to help users optimize their debt repayment strategies using advanced financial tools and intelligent assistance. The system is architected as a modular platform consisting of three main components:
Jason's MCP Server
A Model Context Protocol (MCP) server implementation with persistent memory graph capabilities, built with Quarkus. This server provides memory tools and resources for managing knowledge graphs with entities, relations, and observations. It uses STDIO transport for communication, making it suitable for subprocess-based MCP integrations.
Suite de Agentes de IA con Agno
Este repositorio contiene una suite de agentes de IA construidos con el framework Agno, demostrando diversas capacidades y casos de uso.
MCP Server - FastAPI Application
Este documento fornece instrues detalhadas para implantar a aplicao MCP Server em uma instncia EC2 da AWS, utilizando Gunicorn como servidor WSGI e Nginx como proxy reverso.
emcee
emcee is a tool that provides a Model Context Protocol (MCP) server for any web application with an OpenAPI specification. You can use emcee to connect Claude Desktop and other apps to external tools and data services, similar to ChatGPT plugins.
🧠 EduChain MCP Server
This project implements a custom MCP (Model Context Protocol) Server with three AI-driven tools:
Algonius Wallet
A secure browser extension wallet with native host integration.
Postman to MCP Server CLI Tool
Postman2MCP is a CLI tool that automates the process of:
Sarvam MCP Server
An MCP server implementation that integrates the Sarvam API, providing comprehensive text processing capabilities for Indian languages.
Ollama MCP Bridge 🌉
Welcome to the Ollama MCP Bridge repository! This project serves as a bridge API service that connects Ollama with Model Context Protocol (MCP) servers. This integration allows for seamless communication between different AI models and applications, enhancing the capabilities of both platforms.
mcp_sqlpp
A Model Context Protocol (MCP) server that provides access to the sqlpp database CLI tool through standardized tool interfaces. This enables AI development tools and agents to interact with databases through a secure, controlled interface.
Console and Network Logs Playwright MCP Server
This MCP (Model Context Protocol) server uses Playwright to open a browser, monitor console logs, and track network requests. It exposes these capabilities as tools that can be used by MCP clients.
MCP-Servers-Deploy
Step 1: Clone repo and
Baidu Digital Human MCP Server
forge-mcp
A Model Context Protocol (MCP) implementation for Foundry's Cast tool, enabling seamless integration of Cast functionality into AI-powered development environments.
MCP Reddit Server
Reddit MCP server that provides tools to interact with Reddit.
不動産情報MCPサーバー
APIModel Context ProtocolMCP
MCP-123 The easiest way to run an MCP server & client (2 lines each)
Ultra-minimal setup: Start a server or client in 2 lines.
Agent Development Kit (ADK) examples
Repo with example code for building various types of agents using ADK
💬 Message MCP
Hong Kong Creative Goods Trade MCP Server
This is an MCP server that provides access to Recreation, Sports and Culture data in Hong Kong through a FastMCP interface.
MCP Service Railway Deployment
A Railway-ready MCP (Model Context Protocol) service that provides Web3 and blockchain functionality through HTTP APIs.
Langflow MCP Server
MCP Server for interacting with the Langflow API via a natural language interface.
ADK Agent MCP Server
This project demonstrates an Agent Development Kit (ADK) agent that interacts with a local SQLite database. The interaction is facilitated by a Model Context Protocol (MCP) server that exposes tools to query and modify the database.
my-mcp-gradio-chat
MCP Server Plugin
A Sylius plugin that exposes a Model Context Protocol (MCP) server for enabling interaction with your store via Large Language Models (LLMs) like ChatGPT.
Custom GitLab MCP Server
A custom implementation of the GitLab MCP (Model Context Protocol) server for integration with Claude and other MCP-compliant AI assistants.
MCPMonkey
MCPMonkey is a fork of Violentmonkey, extending its powerful userscript capabilities to support Model Context Protocol (MCP) servers. This project aims to bridge the gap between AI language models and browser interactions.
How to Create MCP Server Using .NET
This guide will help you set up a basic MCP (Model Context Protocol) server in .NET, configure it in VS Code, and interact with it using Copilot Chat.
ecommerce_system
Xcode Index MCP
Gives Goose/Cursor access to your iOS/macOS project index through the Model Control Protocol (MCP) and IndexStoreDB. This provides exhaustive lists of function call sites to help your agent with refactoring and code navigation.
🚀 Model Context API Tutorial — Learn with Sumit
Welcome to the official source code repository for the Model Context Protocol Tutorial on YouTube. This video is designed to help you get started with Model Context Protocol (MCP) a powerful future-ready technology to connect external context to your AI application.
Amazing Marvin MCP 🚀
Welcome to the Amazing Marvin MCP repository! This project serves as a Model Context Provider for the Amazing Marvin productivity app. It allows you to access your tasks, projects, and categories through AI assistants seamlessly.
SolidWorks MCP Server
A powerful Model Context Protocol (MCP) server that enables Claude to control SolidWorks, generate VBA scripts, and automate CAD workflows.
go-mcp-interpreter
Execute Go code directly from your LLM using the Yaegi interpreter via MCP.
MCP Agent with Multi-LLM Comparison
A demonstration of the Model Context Protocol (MCP) showing how agents can use tools from multiple servers, with side-by-side comparison of OpenAI and Gemma3n responses.
Vibe: The Secure Browser for Programmable AI Agents 🌐🤖
Welcome to the Vibe repository! Vibe is designed to be a secure browser specifically for programmable AI agents. This tool empowers developers to create intelligent agents that can interact with web content safely and efficiently.
Future AGI MCP Server
A powerful server implementation that integrates with the Future AGI SDK through the Model Context Protocol (MCP). This server provides tools which can be used to interact with Future AGI features.
CSV Chatbot Application
This application is a Node.js-based chatbot that interacts with users using data from a CSV file. The main logic resides in
index.ts and the csv-chat module.Clover MCP (Model Context Protocol) Server
A minimal MCP server for interacting with the Clover API using OAuth authentication.
微信公众号 MCP 服务器
FastMCP MCP API
Install MCP
The simplest way to manage MCP (Model Context Protocol) servers through your AI agent.
Model Context Protocol (MCP) Server for Fast Healthcare Interoperability Resources (FHIR)
The MCP Server for FHIR is a Python-based service that provides seamless, standardized access to FHIR data from any compatible FHIR server. Designed for developers, integrators, and healthcare innovators, this server acts as a bridge between modern AI/LLM tools and healthcare data, making it easy to search, retrieve, and analyze clinical information.
PyScriptEngine
Minecraft Java MOD Python PythonMOD
Maestro MCP Server
A Model Context Protocol (MCP) server for interacting with Bitcoin via the Maestro API platform. Provides tools for exploring blocks, transactions, addresses, and more on the Bitcoin blockchain.
MCPProxy – Smart Proxy for AI Agents
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