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The Model Context Protocol (MCP) is an open standard for AI model communication.
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  • library-mcp

    93

    MCP server for operating on Markdown knowledge bases

    Python
  • uml-mcp

    92

    UML-MCP Server is a UML diagram generation tool based on MCP (Model Context Protocol), which can help users generate various types of UML diagrams through natural language description or directly writ

    Python
  • NASA-MCP-server

    92

    The NASA MCP Server provides a standardized interface for AI models to access over 20 NASA data sources, offering optimized data formats, parameter validation, and rate limit management for efficient AI consumption.

    TypeScript
  • mcp-server-and-gw

    91

    This repository provides a bridge, server, and client for connecting Claude Desktop to remote servers via HTTP SSE, enabling independent server development and faster iteration cycles. This repository provides a

    TypeScript
  • mcp-xmind

    91

    The MCP XMind Server analyzes and queries XMind mind maps, offering features like smart search, task management, hierarchical navigation, and secure directory access for comprehensive content extraction. The MCP XMind

    JavaScript
  • JSON-MCP-Server

    90

    This repository provides a JSON Model Context Protocol (MCP) server, enabling LLMs to query and manipulate JSON data using tools like `query` and `filter` with extended operations for diverse data transformations.

    JavaScript
  • jvm-mcp-server

    89

    This repository provides a JVM monitoring MCP server based on Arthas, offering a Python interface for analyzing Java processes locally or remotely. It supports real-time thread and memory monitoring, along

    Python
  • mcp-web-ui

    87

    MCP Web UI is a web interface for interacting with LLMs, offering a unified platform for multiple providers, real-time chat, flexible configuration, and advanced context handling. MCP Web UI is

    Go
  • mcp-server-llamacloud

    87

    This repository hosts a TypeScript-based MCP server that connects to multiple LlamaCloud managed indexes, creating individual tools for each index based on command-line arguments. Each tool allows querying its specific index.

    JavaScript
  • Awesome-Claude-MCP-Servers

    85

    This repository provides a curated list of Model Context Protocol (MCP) servers optimized for Claude and other AI assistants, enabling secure interactions with local and remote resources. It includes file

  • keboola-mcp-server

    85

    The Keboola MCP Server repository provides a Model Context Protocol server for interacting with Keboola Connection, enabling users to list and access data from the Keboola Storage API.

    Python
  • frappe_mcp_server

    85

    A server that implements the Anthropic Model Control Protocol (MCP) server for accessing Frappe.

    TypeScript
  • xcodebuild

    84

    The xcodebuild MCP server builds iOS projects, enabling seamless workflows in Visual Studio Code with extensions like Cline or Roo Code. It supports building and testing iOS Xcode workspaces or projects.

    Python
  • mcp-postman

    84

    This repository provides an MCP server that executes Postman collections using Newman, enabling LLMs to run API tests and receive detailed results through a standardized interface. This repository provides an

    TypeScript
  • mcp-server-stability-ai

    84

    This repository hosts an MCP server that integrates MCP clients with Stability AI's Stable Diffusion for image generation, editing, and upscaling, requiring a Stability AI API key. This repository hosts

    TypeScript
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