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A connector to connect agentic models to MCP tools

This repository demonstrates how to use AutoGen to integrate local and remote MCP (Model Context Protocol) servers. It showcases a local math tool (math_server.py) using Stdio and a remote Apify tool (RAG Web Browser Actor) via SSE for tasks like arithmetic and web browsing.

mathgpt math-solver
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Next MCP server
Next MCP server by Collaborne

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mcp-server NEXT
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remote-mcp-server cloudflare
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mcp
mcp by uw-ssec

UW-SSEC MCP Servers Repository

mcp servers
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A TypeScript implementation of a flight search MCP server that uses the Duffel API to search for flights. This MCP server provides tools to search for one-way, round-trip, and multi-city flights.

flights-mcp flight-search
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ローカルMCPサーバー(stdio)を作成するためのチュートリアルです。

local-mcp-server tutorial
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MCP CLI client
MCP CLI client by williamvd4

A simple CLI to run LLM prompt and implement MCP client.

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translation mcp
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MCP Enabled PDF Reader
MCP Enabled PDF Reader by Safe-Swiss-Cloud-AG

Model Context Protocol (MCP) server to read a single pdf document

mcp_pdf_reader pdf-reader
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CoinStats MCP
CoinStats MCP by CoinStats

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coinstats crypto
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MCP Bash
MCP Bash by patrickomatik

A simple model context protocol (MCP) server that allows Claude Desktop or other MCP aware clients to run Bash commands on your local machine.

mcp-bash bash-server
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ESA MCP Server
ESA MCP Server by S-H-GAMELINKS

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esa-mcp-server api-server
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remote-mcp-server cloudflare
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We're creating a directory site for discovering MCP servers, along with sharing 100 ways to master Claude Code, MCP, and creative uses of computers.

mcp directory
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MCP-servers
MCP-servers by rascal-3

a version focued on enabling to web browsing from Claude app

MCP Template
MCP Template by davini-dev

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mcp-server tools
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Personal agent with cross-platform capabilities and MCP integration using Claude 3.7

MCP server for LeetCode API, enabling advanced automation and intelligent interaction with LeetCode problems, contests, solutions and user data.

algorithm leetcode
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🪱 MCP Context Template is a repository designed to centrally manage AI tools (MCP) to reduce context sharing costs and improve development productivity.

mcp context
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mcp-trigger
mcp-trigger by ai-mcpx

mcp server for trigger

mcp trigger
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Ghibli Mcp Video Server
Ghibli Mcp Video Server by MichaelYangjson

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ghibli mcp-server
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remote-mcp-server cloudflare
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mcpServer
mcpServer by lucyilys

mcpServer

mcpServer
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mcp-servers
mcp-servers by equenum

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mcp-servers server-management
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Model Context Protocol (MCP) server for using the Eyevinn Open Source Cloud API

mcp-server cloud-api
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Advanced MCP Server Setup with uv, llama-index, ollama, and Cursor IDE

rag llama-index
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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.