Developer tools MCP Servers
Code, repository, and engineering workflow integrations.

Test suite for validating MCP server implementations against the open MCP protocol specification. Helps developers ensure protocol compliance and interoperability.

A simple custom implementation of mcp server for Chainaim Financial Simulations.

Multi-Agent Systems with Google's Agent Development Kit + A2A + MCP

Awesome MCP Servers

The Model Context Protocol (MCP) is a standard that enables AI assistants to interact with external tools and services through a unified interface.

is492-sp26-github-lab-6-mcp-chrome-devtools-mcp-chrome-devtools-lab-1 created by GitHub Classroom

Axiomatic_AI MCP Server

MCP server for the Web Resurrect API — resurrect expired domains via AI assistants

Primary MCP worker host adapter for AgentPact.

Learning MCP tools, resources, and prompts with server–client architecture using STDIO and HTTP (SSE) transports.

Stdio launcher for the MailGenius MCP server.

This projects provide a simple implementation of MCP Server and integrating with Azure Open AI.

MCP server for FinishKit. Production readiness scanner for AI-built apps. Enables AI agents in Claude, Cursor, Windsurf, and VS Code to check if your code is ready to ship.

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This guide outlines a practical design pattern to implement, test, and deploy an MCP (Model Context Protocol) server and a matching client using FastMCP.

This repository contains sample applications demonstrating the use of Model Context Protocol (MCP) with various integration patterns.

This example allows you to deploy a remote MCP server that doesn't require authentication on Cloudflare Workers.

is an (by Anthropic, Nov 2024) that gives AI models a universal, standardized way to connect to , , and — no matter which AI app or model is using them.

MCP Repository

Welcome to your comprehensive learning journey with and ! This project assumes you're starting completely from scratch - no prior knowledge, no tools installed.

A Model Context Protocol (MCP) server that automatically tracks client-agent conversations without requiring any user interaction.

MCP Course Management System is a Spring-based MCP server application that provides course management functionality with AI-powered features.

An MCP service for deploying HTML content, folders, or full-stack projects to EdgeOne Pages and obtaining publicly accessible URLs.

MCP Architectural Patterns