Dockerized MCP Server Template
A reusable Dockerized Python server template implementing the Model Context Protocol (MCP) with Streamable HTTP transport, built using the official MCP Python…
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mcp-server-cli
A Model Context Protocol server that enables running shell scripts or commands.
Claude Desktop Real-time Audio MCP Server (Python Implementation)
Python-based Model Context Protocol (MCP) server for real-time microphone input to Claude Desktop on Windows. FastMCP + sounddevice + multiple STT engines for…
Manim MCP
A Docker-based environment for creating mathematical animations with Manim, featuring both a CLI interface and a web API with Model Context Protocol (MCP)…
Personal Productivity Agent
Personal Productivity Agent (Python) for Windows. Automates tasks, provides system info, and uses Google Gemini for intelligent Windows Event Log analysis…
Spinqit_task_manager
**Content** ### 主要特性 - **一键安装**：提供 Windows（.bat）和 macOS（.sh）自动化安装脚本，自动检测并配置 Python/Conda 环境，安装所有依赖。 - **标准 MCP 通信**：支持 stdio 协议，兼容 VS Code、Cursor 等量子开发插件。 -…
Description
Example web app mounting a model context protocol (MCP) server on a FastAPI server
🧠 mcp_server-client_EAG-S-4 - Local Setup
# 🧠 mcp_server-client_EAG-S-4 - Local Setup This repository provides a minimal implementation to set up and interact with the **MCP (Modular Computation…
MCP_Server_Spotify
<<<<<<< HEAD # Spotify MCP Server for Claude Desktop A Message Control Protocol (MCP) server that enables Claude Desktop to control Spotify playback through…
Atlassian Cli
Single-binary MCP server and CLI for Jira and Confluence. CI/CD-friendly, context-efficient, supports both Cloud and Server/DC.Copy
Medical_calculator_MCP
MedicalcalculatorMCP is a Model Context Protocol (MCP) server that provides medical calculations. It is designed to be used with Claude Desktop and is…
Building a Watsonx.ai Chatbot Server with MCP in Python
How to create a professional, production‑ready chatbot server powered by IBM Watsonx.ai and exposed via the Model Context Protocol (MCP) Python SDK.
Mcp client example
This is a sample CLI chat application for an AI assistant using the Anthropic API in conjunction with an MCP client and MCP server.
VoiceStudio MCP Server
# Kokoro MCP Server 開発環境セットアップガイド このガイドでは、Kokoro MCP Server プロジェクトの開発環境をセットアップする方法を詳しく説明します。 ## 前提条件 Kokoro MCP Server の開発には以下のソフトウェアが必要です： - Python 3.10 以上 -…
MCP BaoStock Server
[](https://mseep.ai/app/huggingagi-mcp-baostock-server) #…
AI Customer Support Bot - MCP Server
# 🤖 AI Customer Support Bot - MCP Server <div align="center"> …
PostgreSQL Model Context Protocol (PG-MCP) Server
# PostgreSQL Model Context Protocol (PG-MCP) Server A Model Context Protocol (MCP) server for PostgreSQL databases with enhanced capabilities for AI agents. ##…
AIOS Monorepo
This repository contains all source code for AIOS (Langchain server, Website, Desktop application). This will be a good example using MCPs
Python Local
Provides an interactive Python REPL environment for executing code within conversations, maintaining separate state for each session and supporting both…
Confluence
# Confluence MCP Server A FastMCP-based server that provides seamless integration with Confluence's REST API, enabling programmatic access to Confluence…
MCP Server for Zep Cloud
# MCP Server for Zep Cloud MCP Server for Zep Cloud provides a bridge between Claude Desktop and the Zep Cloud API, enabling memory management for AI…
MCP Arduino Server (mcp-arduino-server)
# MCP Arduino Server (mcp-arduino-server) [](https://opensource.org/licenses/MIT) [
Llm Guard Privacy Gateway
# LLM-Guard 隐私网关 一个基于MCP协议的隐私保护网关，用于在LLM应用中检测和过滤敏感信息。 ## 功能特性 1. **PII脱敏**：自动识别文本中的中文人名、手机号、邮箱，并将其替换为占位符 2. **密钥拦截**：检测常见的API Key、阿里云AccessKey以及RSA私钥 3…
ChatData MCP 服务器
# ChatData MCP 服务器 ChatData MCP 服务器是一个基于 Model Control Protocol (MCP) 的服务应用程序，提供了丰富的工具集和提示系统，用于增强大型语言模型的能力。 ## 项目简介…