mcpserver-audit: Helps you check if MCP servers are safe before using them. Examines servers for security problems, supports publishing findings in audit-db and vulnerability-db. Part of the Model Context Protocol Security initiative, a Cloud Security Alliance project.

This course teaches beginners how to use CrewAI with FastMCP server access through step-by-step programming examples.

xiaohongshu_mcp

This repository has documentation for the Fi MCP server

Enhanced Grok Search MCP Server with comprehensive analysis capabilities - A robust MCP server providing web search, news search, and Twitter/X search through xAI's Grok API with rich analysis features including timelines, direct quotes, and multiple perspectives.

vibeCoding-mcp

一个基于MCP的12306购票搜索服务器

OpenAI just added memory across your chats across your openAI account. But wouldn't it be awesome to have general AI memory across all your interactions with any and all AI tools, IDEs, chatbots.... Now if it supports MCP you can with https://mem0.ai/ Give Claude desktop memory. Give cursor or windsurf memory across sessions or different projects.

MCP Server Implementation on Kakao Developers API to connect an AI Agent

ms fabric mcp

aica(AI Code Analyzer) reviews your code using AI. Supports CLI and GitHub Actions.

MCP server for Google Drive, Docs, Sheets, Slides, Calendar, Gmail, and Contacts

Java debugging for LLMs via JDWP and Model Context Protocol

A Pure-Java MCP Server for JaDX Android Reverse Engineering Tool

rag mcp

This Model Context Protocol (MCP) server provides a complete integration with the Grocy API, allowing AI assistants to manage your household inventory, shopping lists, meal planning, chores, and more.

A D-language backend exposing ngspice circuit simulation through a standardized protocol with vector data and robust output capture.

MCP server for macOS app automation, enabling AI tools to interact with applications through screenshots, OCR, and automation

MCP (Model Context Protocol) Server for pycti

An MCP server providing an interface for MCP clients to access data within Harper.

Sample implementations of MCP Servers running on AWS Serverless compute Resources

cloudflare remote mcp server

First Trusted MCP server running on AWS Nitro Enclave Trusted Execution Environment

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 (tools), and interaction templates (prompts) to LLM applications in a secure and modular fashion. In this tutorial, we’ll build a simple MCP server in P