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weather MCP
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Awesome MCPs
Awesome MCPs by kewin1807

An awesome collection of Model Context Protocol (MCP) tools

mcp ai-agent
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MCP server to help LLMs to get access to Quran API (

quran llm
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mcp-server ai-therapy
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Model Context Protocol Servers for Azure AI Search

mcp-server azure-ai-search
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An MCP server that can work with Claude desktop to fetch documentation from langchain, llama-index, and OpenAI.

mcp-server-isitdown
mcp-server-isitdown by hesreallyhim

An MCP server that checks if a website is currently down by querying the website

mcp isitdown
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mcp-server api
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Louvre MCP
Louvre MCP by oliviermichel

A Model Context Protocol (MCP) server for interacting with the Louvre museum's collection

PubMed医学文献分析MCP服务器:用于分析研究热点、趋势和发文统计的工具

pubmed mcp-server
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mcp-server medrxiv
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A MCP server for using Semgrep to scan code for security vulnerabilities.

mcp semgrep
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Ragie Model Context Protocol Server

This is a Model Context Protocol (MCP) server that provides professional cycling data from FirstCycling. It allows you to retrieve information about professional cyclists, race results, and more.

A MCP Server for pdffigures2: This server processes scholarly PDFs to extract figures, tables, captions, and section titles with high accuracy. It is designed to support researchers and developers in efficiently analyzing academic documents.

pdffigures2 pdf-extraction
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Comfy MCP Server
Comfy MCP Server by lalanikarim

A server using FastMCP framework to generate images based on prompts via a remote Comfy server.

comfyui mcp-server
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PageSpeed MCP Server
PageSpeed MCP Server by PhialsBasement

Pull pagespeed data using this MCP server.

A podman ubuntu 24.04 container that serves a MCP server; with file, code execution, bash shell, and more.

A Model Context Protocol (MCP) server that provides real-time Arbitrum blockchain data analysis using the Arbiscan API and Claude AI.

Mcp Mindmesh
Mcp Mindmesh by 7ossamfarid

Claude 3.7 Swarm with Field Coherence: A Model Context Protocol (MCP) server that orchestrates multiple specialized Claude 3.7 Sonnet instances in a quantum-inspired swarm. It creates a field coherence effect across pattern recognition, information theory, and reasoning specialists to produce optimally coherent responses from ensemble intelligence.

mcp swarm
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404 by mcp_server_baidu_maps

MCP Server for Alpha Advantage API

Hubble-ai mcp server

A PostgreSQL MCP server with semantic search capabilities for AI chatbots

semantic-postgres mcp-server
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YouTube MCP Server is an AI-powered solution designed to revolutionize your YouTube experience. It empowers users to search for YouTube videos, retrieve detailed transcripts, and perform semantic searches over video content—all without relying on the official API. By integrating with a vector database, this server streamlines content discovery.

python machine-learning
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created from MCP server demo

A simple server implementing the Model Context Protocol for document search

mcp document-server
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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.