microsoft/markitdown
MarkItDown is a Python tool that converts various file formats into Markdown and integrates with LLM applications via an MCP server for enhanced text analysis and document processing.
Awesome MCP › Other MCP Servers
MCP Appium acts as a specialized Model Context Protocol (MCP) server, significantly enhancing AI assistants' capabilities in mobile automation and development. It provides a comprehensive suite of tools for both Android (using UiAutomator2) and iOS (using XCUITest) platforms, supporting simulators, emulators, and real devices. The core functionality revolves around intelligent element finding and interaction. AI-powered vision models allow users to locate UI elements using natural language descriptions, eliminating the need for complex XPath or CSS selectors. It can also generate intelligent locators based on priority-based strategies. This server streamlines the testing process by facilitating interactive session management on local mobile devices and enabling actions such as clicks, text input, and screenshots through smart element interactions. Furthermore, MCP Appium supports automated test generation, allowing AI assistants to create Java/TestNG test code directly from natural language input. It integrates Page Object Model (POM) support with built-in templates, adhering to industry best practices for maintainable test suites. The platform is highly configurable, offering flexible settings for various environments via environment variables and configuration files. A standout feature is its multilingual support, where the AI can handle interactions naturally in multiple languages, making it accessible to a global user base. Installation is straightforward, with options for CLI tools like Gemini and Claude Code, as well as a one-click install for Cursor IDE, ensuring easy integration into existing development workflows. It requires Node.js, npm, Java Development Kit, and platform-specific SDKs (Android SDK, Xcode) to operate effectively.
https://github.com/appium/appium-mcp
MarkItDown is a Python tool that converts various file formats into Markdown and integrates with LLM applications via an MCP server for enhanced text analysis and document processing.
A curated collection of Model Context Protocol (MCP) servers that enable AI models to securely interact with local and remote resources through standardized server implementations.
The Model Context Protocol Servers repository offers reference implementations and third-party integrations that demonstrate how MCP enables Large Language Models to securely access and interact with diverse tools and data sources.
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