What is MCP (Model Context Protocol)?

MCP (Model Context Protocol) is an open-source standard created by Anthropic that enables AI applications like Claude and ChatGPT to connect to external tools, data sources, and services. Think of it like a USB-C port for AI—a universal connector that lets AI models plug into various tools and databases in a consistent, standardized way.

MCP works through three main components: MCP Hosts (AI applications like Claude Desktop), MCP Clients (connectors within the host that communicate with servers), and MCP Servers (external services that provide data and tools). When you ask an AI to perform a task requiring external data, the client discovers available tools, sends requests to the appropriate server, and returns results to the AI.

What can MCP servers do?

MCP servers can connect AI to virtually any external system. Common capabilities include: accessing databases and file systems, integrating with tools like GitHub, Slack, and Notion, executing code and running tests, managing cloud infrastructure, scraping web data, and automating workflows. Each server exposes specific tools the AI can use during conversations.

MCP is used by developers, enterprises, and AI enthusiasts who want to extend AI capabilities. Major AI providers including OpenAI, Google DeepMind, and Anthropic support MCP. It's particularly popular among developers building AI agents, companies creating enterprise knowledge assistants, and teams automating complex workflows.

How do I install an MCP server?

MCP servers can be installed in AI applications like Claude Desktop or Cursor. Typically, you add the server configuration to your app's settings file (like claude_desktop_config.json), specifying the server command and any required environment variables. Many servers are available via npm or can be run directly from their GitHub repositories.

MCP includes built-in security features like authentication specs and permission controls. However, as with any integration, you should review server code before installation, use environment variables for sensitive credentials, only install servers from trusted sources, and follow the principle of least privilege when granting permissions.

What's the difference between MCP and regular APIs?

While MCP uses APIs under the hood, it's specifically designed for AI context. Regular APIs serve general web applications, while MCP provides a standardized interface that AI models can discover and use autonomously. MCP servers are tool-agnostic, schema-driven, and reusable across different AI agents without custom integration code.

Can I build my own MCP server?

Yes! MCP provides SDKs in TypeScript, Python, C#, Java, and other languages to help you build custom servers. You can create servers that expose your own tools, connect to proprietary systems, or wrap existing APIs in an MCP-compatible interface. The official documentation provides guides and examples to get started.

Discover Top MCP Servers

Official MCP Servers

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Bright Data

1,979

Empowers AI agents to access, discover, and extract real-time web data, bypassing restrictions and bot detection.

Scout Monitoring

Provide AI Assistants with real-time application performance and error data for targeted code analysis and fixes.

Firecrawl

4,195

Empowers LLMs with advanced web scraping capabilities for content extraction, crawling, and search functionalities.

API Development

ElevenLabs

1,196

Enables interaction with Text to Speech and audio processing APIs for MCP clients.

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Magic

4,221

Generate modern UI components instantly from natural language descriptions within your IDE.

Developer Tools

Browserbase

3,105

Enables LLMs to control cloud browsers for web interaction, data extraction, and task automation using Browserbase and Stagehand.

Developer Tools

Featured MCP Servers

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Task Master

25,272

Streamline AI-driven development workflows by automating task management with Claude.

FastAPI

11,490

Exposes FastAPI endpoints as Model Context Protocol (MCP) tools with zero configuration.

Ghidra

7,221

Enables Large Language Models (LLMs) to autonomously reverse engineer applications by exposing Ghidra's core functionality through an Model Context Protocol (MCP) server.

Excel

3,273

Enables Excel file manipulation capabilities without requiring Microsoft Excel installation.

Unity

2,649

Enables communication between Unity and Large Language Models for automating workflows and controlling the Unity Editor.

Godot

1,650

Enables AI assistants to interact with the Godot game engine by launching the editor, running projects, and capturing debug output.

Top MCP Servers

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TrendRadar

45,431

Aggregates trending topics from over 35 platforms, offering intelligent filtering, automated multi-channel notifications, and AI-powered conversational analysis for deep news insights.

Data Science & ML

Context7

44,621

Fetches up-to-date documentation and code examples for LLMs and AI code editors directly from the source.

API Development

Superpowers

43,648

Empowers AI coding agents with a comprehensive and structured software development workflow, from design refinement to TDD-driven implementation.

Developer Tools

MindsDB

38,387

Build AI applications that can learn and answer questions over large-scale federated data sources using a federated query engine.

Database Management

Playwright

26,640

Automates browser interactions for Large Language Models (LLMs) using Playwright.

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GitHub

26,612

Enables advanced automation and interaction capabilities with GitHub APIs for developers and tools using the Model Context Protocol.

API Development

Latest MCP Servers

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Planka

Enables AI agents to interact with PLANKA kanban boards by providing a Model Context Protocol (MCP) server.

Productivity & Workflow

OpenSem

Configures Claude Code with Serena and Superpowers, providing LSP-powered semantic understanding and persistent memory templates for enhanced AI coding efficiency.

Developer Tools

SMARD Energy Prices

Provides access to paywalled SMARD day-ahead electricity prices for DE-LU regions with 15-minute resolution.

API Development

YAR

Provides AI assistants with fast, self-hosted access to GitHub repositories, eliminating rate limits and ensuring up-to-date source code availability.

Developer Tools

AI Agent

Orchestrates an AI agent with MCP integration, managing products and orders through a FastAPI interface.

API Development

Trade

Manages stock trading operations with integrated artificial intelligence capabilities.

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MCP Clients

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Zed

74,651

Edit code with high performance and multiplayer collaboration.

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Cline

57,542

Automates coding tasks directly within your IDE using AI, capable of creating/editing files, executing commands, and using the browser with user permission.

API Development