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A chatbot implementation compatible with MCP (terminal / streamlit supported)

python mcp
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A mcp client chat application built for learning purposes

MCP
MCP by milind-soni

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MCP Host
MCP Host by Intelligent-Systems-Lab

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Mcp Client Llm
Mcp Client Llm by shaoyingchen

Supports large models that access any API type, and provides an example of opening a local application

Getting Started
Getting Started by yeakub108

🤖 AI Agent

Experimental Seat Booking Agent implementation using OpenAI Agents SDK and Autogen memory and MCP tools support

Powered by deco.cx

We build an interactive city tour with RAG,LLM,MCP for KdG -The Lab. This is the backend

This is a client implementation based on the Model Context Protocol (MCP)

mcp-client
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prodex-js
prodex-js by tarasyarema

The ultimate vide coding MCP!

项目简介
项目简介 by MrNiebit

实现MCP的服务端,获取各大平台的热搜

UtilityBelt
UtilityBelt by richardanaya

Talk to MCP servers from aider

A FastAPI-based application that provides a web interface for interacting with Multiple Control Protocol (MCP) servers while utilizing OpenAI's API for processing messages.

A documentation AI Agent built with LangGraph, MCP Docs, and Chainlit, designed to help users create different projects using natural language.

agent docker
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A simple chat bot using MCP (Model Context Protocol)

MCPHost 🤖
MCPHost 🤖 by dictybase-docker

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Getting Started
Getting Started by MdHelalUddinBiswas

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EasyMCP
EasyMCP by mshojaei77

A beginner-friendly client for the MCP (Model Context Protocol). Connect to SSE, NPX, and UV servers, and integrate with OpenAI for dynamic tool interactions. Perfect for exploring server connections and chat enhancements.

Automated Figma design creation tools and plugins

License
License by k3d3

Firefox Claude MCP extension

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Frequently Asked Questions

What is MCP (Model Context Protocol)?

MCP is an open-source protocol developed by Anthropic that enables AI systems like Claude to securely connect with various data sources. It provides a universal standard for AI assistants to access external data, tools, and prompts through a client-server architecture.

What are MCP Servers?

MCP Servers are systems that provide context, tools, and prompts to AI clients. They can expose data sources like files, documents, databases, and API integrations, allowing AI assistants to access real-time information in a secure way.

How do MCP Servers work?

MCP Servers work through a simple client-server architecture. They expose data and tools through a standardized protocol, maintaining secure 1:1 connections with clients inside host applications like Claude Desktop.

What can MCP Servers provide?

MCP Servers can share resources (files, docs, data), expose tools (API integrations, actions), and provide prompts (templated interactions). They control their own resources and maintain clear system boundaries for security.

How does Claude use MCP?

Claude can connect to MCP servers to access external data sources and tools, enhancing its capabilities with real-time information. Currently, this works with local MCP servers, with enterprise remote server support coming soon.

Are MCP Servers secure?

Yes, security is built into the MCP protocol. Servers control their own resources, there's no need to share API keys with LLM providers, and the system maintains clear boundaries. Each server manages its own authentication and access control.

What is mcp.so?

mcp.so is a community-driven platform that collects and organizes third-party MCP Servers. It serves as a central directory where users can discover, share, and learn about various MCP Servers available for AI applications.

How can I submit my MCP Server to mcp.so?

You can submit your MCP Server by creating a new issue in our GitHub repository. Click the 'Submit' button in the navigation bar or visit our GitHub issues page directly. Please provide details about your server including its name, description, features, and connection information.