Mobile MCP is a Model Context Protocol (MCP) server that enables scalable automation and interaction with native iOS and Android devices through a unified, platform-independent API. Designed to power agents and LLMs, it supports both simulator/emulator and real device environments, allowing access via structured accessibility snapshots or coordinate-based actions. The server facilitates multi-step user journeys, data extraction, and agent-based frameworks without requiring device-specific expertise.

• ⭐ 2,436
• MCP
• mobile-next/mobile-mcp

Swarmia MCP Server acts as a bridge between Swarmia's Export API and Model Context Protocol (MCP) clients, enabling streamlined access to advanced metrics and reporting. It supports the retrieval of pull request metrics, DORA metrics, investment balance reports, software capitalization data, and effort reporting. The server is designed to work seamlessly with various MCP clients, allowing users to fetch and analyze organizational engineering data via standardized protocols.

• ⭐ 2
• MCP
• mattjegan/swarmia-mcp

Memcord serves as a self-hosted MCP (Model Context Protocol) server that enables users to securely organize, summarize, and search through their chat history with AI, especially for Claude, without compromising privacy. It offers intelligent memory management, conversation auto-summarization, deduplication, and context merging to build a searchable knowledge base across multiple conversations. Memcord also integrates seamlessly with Claude Desktop, VSCode, and supports various installation methods for flexibility.

• ⭐ 18
• MCP
• ukkit/memcord

Unitree Go2 MCP Server is a server implementation based on the Model Context Protocol (MCP) that enables natural language command of the Unitree Go2 robot, interpreted by a large language model and translated into ROS2 instructions. This tool bridges AI-driven intent parsing with robot control through well-defined MCP functions. It includes configuration instructions for ROS2 environments, flexible integration with Claude Desktop and other AI systems, and direct interaction with the robot using contextual commands.

• ⭐ 55
• MCP
• lpigeon/unitree-go2-mcp-server

Neovim MCP Server enables seamless integration between Neovim instances and AI assistants by implementing the Model Context Protocol (MCP). It allows for multi-connection management, supports both stdio and HTTP server transport modes, and provides access to structured diagnostic information via URI schemes. With LSP integration, plugin support, and an extensible tool system, it facilitates advanced interaction with Neovim for context-aware AI workflows.

• ⭐ 20
• MCP
• linw1995/nvim-mcp

Langfuse Prompt Management MCP Server enables users to access and manage prompts stored in Langfuse via standardized endpoints defined by the Model Context Protocol (MCP). It allows prompt discovery, retrieval, and compilation, translating Langfuse's prompt formats into MCP-compliant objects. The server supports cursor-based pagination, exposes a range of prompt-related operations, and includes compatibility features for MCP clients without prompt support. Integration instructions are provided for popular platforms like Claude Desktop and Cursor.

• ⭐ 146
• MCP
• langfuse/mcp-server-langfuse

Multiverse MCP Server acts as middleware, enabling multiple isolated instances of MCP-compatible servers to run simultaneously with unique configurations and namespaces. Each instance, or 'universe', maintains its own settings, environment variables, and file system access. Integrating with Claude Desktop, it provides seamless management and automatic restarts of MCP servers, supporting flexible, context-specific workflows for different projects.

• ⭐ 74
• MCP
• lamemind/mcp-server-multiverse

MCP OpenAPI Schema Explorer is an MCP-compatible server that provides token-efficient, read-only access to OpenAPI (v3.0) and Swagger (v2.0) specifications through MCP Resources. It enables MCP clients such as Claude Desktop and others to interactively explore large API schemas without loading the entire specification into an LLM’s context. The tool automatically converts Swagger specs to OpenAPI v3.0, supports both local files and remote URLs, and is optimized for integration with a broad range of MCP clients.

• ⭐ 57
• MCP
• kadykov/mcp-openapi-schema-explorer

Globalping MCP Server implements the Model Context Protocol, enabling AI models to interface with a global network measurement platform through natural language. It allows AI clients to perform network diagnostic tests such as ping, traceroute, DNS, MTR, and HTTP from thousands of locations worldwide. The server offers AI-friendly context handling, detailed parameter descriptions, comparative analysis of network performance, and supports secure authentication using OAuth or API tokens.

• ⭐ 33
• MCP
• jsdelivr/globalping-mcp-server

Shadcn UI v4 MCP Server acts as a Model Context Protocol server, delivering comprehensive access to shadcn/ui v4 components, blocks, examples, and metadata for AI assistants. It supports multiple frameworks including React, Svelte, Vue, and React Native, and enables retrieval of component source code and demos for programmatic use. Features include metadata access, directory browsing, smart GitHub API caching, and Server-Sent Events for scalable multi-client support. Production-ready options such as Docker containerization and flexible transport modes simplify deployment and integration.

• ⭐ 2,451
• MCP
• Jpisnice/shadcn-ui-mcp-server

iOS Simulator MCP Server implements the Model Context Protocol (MCP) to provide a standardized interface for managing iOS simulators. It enables users to list simulators, boot or shut them down, install application bundles, and launch apps by bundle ID. By conforming to the MCP specification, it allows seamless integration with tools that require structured simulator management.

• ⭐ 46
• MCP
• JoshuaRileyDev/simulator-mcp-server

App Store Connect MCP Server is a Model Context Protocol (MCP) compliant server that enables seamless interaction with Apple's App Store Connect API. It empowers users to manage apps, beta testers, devices, bundle IDs, app metadata, and capabilities through natural language. The server supports secure authentication, real-time analytics, and localization management, streamlining development, DevOps, and product workflows.

• ⭐ 139
• MCP
• JoshuaRileyDev/app-store-connect-mcp-server

REST CSV MCP Server is a tool generated using mcpgen to facilitate the implementation of the Model Context Protocol. It compiles TypeScript files to create a build directory, providing JSON configuration compatible with various MCP clients such as Claude Desktop, Windsurf, and Cursor. The server interacts with CSV data through a REST interface and streamlines integration into MCP environments.

• ⭐ 11
• MCP
• JordanDalton/RestCsvMcpServer

ServeMyAPI is a personal Model Context Protocol (MCP) server designed for macOS, enabling secure storage and access of API keys via the macOS Keychain. It provides both CLI and server interfaces for managing keys and supports stdio and HTTP/SSE transports for seamless integration with various clients. The tool allows natural language interaction and centralized, cross-project key management, aiming to improve developer workflows and AI assistant collaborations. ServeMyAPI eliminates common issues with environment files by offering secure, visible, and AI-accessible key storage.

• ⭐ 23
• MCP
• Jktfe/serveMyAPI

Claude Debugs For You provides an MCP-compliant server and Visual Studio Code extension that allow large language models, such as Claude, to perform interactive debugging and code evaluation. It supports language-agnostic debugging through the VS Code debugger and integrates easily with various clients, including Claude Desktop and Continue. The tool provides both stdio and SSE server support for flexible connectivity. Users can quickly install, configure, and leverage LLM-driven debugging workflows across multiple environments.

• ⭐ 463
• MCP
• jasonjmcghee/claude-debugs-for-you