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MCP
MCP by Abhinavexists

A Simple Implementation of the Model Context Protocol

mcp gemini
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This is a test repository created by test script of MCP Server for GitHub

mathgpt math-solver
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MCP server to convert a diagram to picture using kroki.io

mathgpt math-solver
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This is a test repository created by test script of MCP Server for GitHub

mathgpt math-solver
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This is a test repository created by test script of MCP Server for GitHub

mathgpt math-solver
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This is a tutorial repo about MCP server and client

weather mcp-server
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UK Property Price Search MCP Server

property-prices property-search
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Personal Context Technology for AI Personalization MCP server

open-source context-management
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mathgpt math-solver
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An MCP server for tracking and managing cryptocurrency portfolio allocations.

MCP Server for Microsoft Education

mcp-server-mas-sequential-thinking is a project focused on improving decision-making processes in multi-agent systems. It implements sequential reasoning techniques to enhance collaboration and efficiency among agents in various scenarios.

Awesome MCP ZH
Awesome MCP ZH by vivekkeditz

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

mcp claude
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OP.GG Esports MCP Server

esports mcp
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서울시 교통 데이터 MCP 서버 - 실시간 교통 정보, 대중교통, 따릉이 등의 데이터를 제공하는 MCP 서버

traffic-data mcp-server
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A real-time cryptocurrency data provider for Model Context Protocol servers.

crypto data-provider
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Lyft_MCP_Server
Lyft_MCP_Server by dusenkajozef

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mathgpt math-solver
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Shieldmcp
Shieldmcp by shieldmcp

A shield for logging, deep debug and sanitization for MCP servers at development stage

mathgpt math-solver
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PassioGo_MCP_Server
PassioGo_MCP_Server by dusenkajozef

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mathgpt math-solver
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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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利用台灣中央氣象局的 API 建立 MCP-server

cwa-mcp-server weather-api
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A simple mcp-server via the Deutscher Wetterdienst API

mcp-server weather-api
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MCP server providing OpenMetadata APIs

mcp-openmetadata metadata-management
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MCP server provides access to UNHCR RDF

mcp unhcr
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Vibe querying with MCP server for Azure Data Explorer (Kusto)

golang azure
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MCP_claude
MCP_claude by GayuniBas2001

This is to demonstrate how an MCP server can be built for Claude Desktop MCP Client

mathgpt math-solver
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Volatility3 MCP Server for automating Memory Forensics

memory-forensics automation
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awesome-radix mcp-servers
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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.