Model Context Protocol

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by Tag: Python

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Jetbrains

A model context protocol server to work with JetBrains IDEs: IntelliJ, PyCharm, WebStorm, etc. Also, works with Android Studio

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AutomataLabsTeam

MCP server for browser automation using Playwright. Enables LLMs to interact with web pages, take screenshots, and execute JavaScript in a real browser environment.

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Modelcontextprotocol

A Model Context Protocol server that provides read-only access to PostgreSQL databases. This server enables LLMs to inspect database schemas and execute read-only queries.

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Roychri

This Model Context Protocol server implementation of Asana allows you to talk to Asana API from MCP Client such as Anthropic's Claude Desktop Application, and many more.

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Gannonh

Model Context Protocol (MCP) server to interact with Firebase services.

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F4ww4z

A Model Context Protocol server that provides MySQL database operations. This server enables AI models to interact with MySQL databases through a standardized interface.

✨ Just Added

Most recent additions

zen-mcp-server

7/24/2025
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BeehiveInnovations

The power of Claude Code + [Gemini / OpenAI / Grok / OpenRouter / Ollama / Custom Model / All Of The Above] working as one.

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eyaltoledano

An AI-powered task-management system you can drop into Cursor, Lovable, Windsurf, Roo, and others.

GitMCP

5/27/2025
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idosal

Put an end to code hallucinations! GitMCP is a free, open-source, remote MCP server for any GitHub project

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Kimtaeyoon83 logo
Kimtaeyoon83·cloud

This is an MCP server that allows you to directly download transcripts of YouTube videos.

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Andybrandt·cloud

An MCP server that provides access to arXiv papers through their API.

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Andybrandt·cloud

MCP server that gives Claude ability to use OpenAI's GPTs assistants

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Adhikasp·cloud

A Model Context Protocol (MCP) server for interacting with Twitter.

Isaacwasserman logo
Isaacwasserman·cloud

A Model Context Protocol (MCP) server implementation that provides the LLM an interface for visualizing data using Vega-Lite syntax.

Understanding Model Context Protocol (MCP)

Model Context Protocol (MCP) is a groundbreaking open-source protocol developed by Anthropic that revolutionizes how AI systems interact with external data sources. As the foundation for next-generation AI interactions, MCP enables AI assistants like Claude to establish secure and standardized connections with various data sources and tools.

Key Features of MCP

  • Universal Standard: Provides a unified framework for AI systems to access external data, tools, and prompts
  • Client-Server Architecture: Implements a robust and scalable architecture for seamless AI interactions
  • Security-First Design: Ensures secure data transmission and access control between AI systems and data sources
  • Tool Integration: Enables AI assistants to interact with various external tools and services
  • Standardized Communication: Establishes consistent protocols for data exchange and interaction patterns

Benefits for AI Development

MCP represents a significant advancement in AI infrastructure, offering developers and organizations a standardized way to build and deploy AI applications. By providing a common protocol, MCP reduces implementation complexity and ensures compatibility across different AI systems and data sources.

Whether you're developing AI applications, managing data infrastructure, or implementing AI solutions, MCP provides the foundation for secure, efficient, and standardized AI interactions. Explore our directory to find MCP servers that match your specific needs and requirements.