🚀 The fast, Pythonic way to build MCP servers and clients

AWS MCP Servers — helping you get the most out of AWS, wherever you use MCP.

MCP 资源精选， MCP指南，Claude MCP，MCP Servers, MCP Clients

Build ChatGPT Apps and MCP servers locally.

a magical LLM desktop client that makes it easy for *anyone* to use LLMs and MCP

Full-featured MCP support for Ruby and RubyLLM—making it easy to build structured, composable LLM workflows in pure Ruby.

Platform to create, curate and host MCP servers ⚒️ Build production quality tools for your agents.

MCP Client as an Agent Strategy Plugin. Support GUI operation via UI-TARS-SDK.

Dynamically expose tools from proxied servers based on an Agent Persona

Remote MCP Server that securely connects Enterprise context with your LLM, IDE, or agent platform of choice.

Index of all Model Context Protocol (MCP) clients and their capabilities

A curated list of excellent Model Context Protocol (MCP) servers.

Laravel Based Implementation for Model Context Protocol

A Mattermost integration that connects to Model Context Protocol (MCP) servers, leveraging a LangGraph-based Agent.

Spire.XLS MCP Server, using Spire.XLS on mcp tools

Experimental: Bidirectional MCP integration for Strands Agents.

Simple MCP Server — Educational Example This repository contains a minimal MCP (Model Context Protocol) server built for educational purposes. Its goal is to help developers understand how the MCP protocol works and how to manage decision-making processes based on model–client communication.

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discover MCP Servers and Clients for Claude Integration