Code Analysis MCP Server is a Model Context Protocol (MCP) server that allows AI models to understand and analyze codebases through natural language conversations. Developed by saiprashanths and available on GitHub, it offers a lightweight and cost-effective solution for high-level code exploration. Users can ask questions about their codebase, extract insights on data models and system architecture, and trace data flows. It is ideal for quick setups and basic analysis tasks, especially for those with a Claude Pro subscription. However, it may have limitations in advanced code analysis and robustness compared to more specialized tools. Installation is straightforward, involving cloning the repository and configuring the Claude Desktop app. Technical details include a default scanning depth of 3 levels, a maximum file size of 1MB, and a limit of 1000 lines per file.
MCP Chrome Google Search is a powerful tool that enables seamless Google search and webpage content extraction through the Chrome browser, integrated with Claude. It provides unrestricted access to Google search capabilities and can interact with authenticated content, making it ideal for developers and users who need advanced search functionalities on macOS. MCP Chrome Google Search works by leveraging your active Chrome session, ensuring reliable access to web content, especially on authenticated pages. To use it, you need macOS, Google Chrome, and Node.js version 20 or higher. Installation can be done via Claude Desktop settings or by running it locally. For troubleshooting, real-time logs and developer tools are available, and support is provided through GitHub issues.
Ghost MCP Server is a Model Context Protocol (MCP) server that integrates with the Ghost Admin API, providing programmatic access to Ghost CMS features. It supports creating, reading, updating, and deleting posts and pages, managing tags and authors, uploading images, and searching for posts or members. Ideal for developers, system integrators, and technical users, it simplifies content and member management, making it perfect for automation and integration into larger systems. Deployable in any Node.js (v18 or higher) environment, it enhances workflow efficiency and can be installed via npm. Key features include comprehensive post, page, tag, author, and member management, along with image upload and search capabilities.
mcp-server-multiverse is an instance or system within the MCP Server framework designed to handle multiple versions, configurations, or environments. It is ideal for managing and organizing different server setups, streamlining workflows, testing, and deployment across various environments. Developers, system administrators, and DevOps engineers can use mcp-server-multiverse to manage complex server environments efficiently. It is applicable in server management, cloud infrastructure, development pipelines, and scenarios requiring the orchestration of multiple environments. Use it when managing multiple server configurations, performing cross-environment testing, or deploying scalable solutions. By organizing and managing multiple server setups, it reduces complexity and enhances productivity in workflows.
mcp-nativewind is an MCP (Model Context Protocol) server that transforms Tailwind CSS components into NativeWind 4 components, facilitating seamless integration of styles in React Native projects. It streamlines the process of converting Tailwind components, ensuring consistent styling across web and mobile platforms. This tool is ideal for developers working with React Native and Tailwind CSS, as it saves time and reduces manual effort. mcp-nativewind can be used in development environments with tools like Claude for Desktop and supports CLI-based workflows. It is particularly useful during the development phase when migrating or creating components that need to work with NativeWind, especially for large-scale style transformations.
DeepClaude MCP Server is a specialized server instance designed for managing and processing data or applications with advanced capabilities. It is typically used to handle complex computational tasks, data management, or hosting services efficiently. While the exact functionality and purpose are not detailed, it is relevant for scenarios requiring high-performance computing or reliable server infrastructure. The server may require user authentication to access, but its location and specific features are not specified. Potential users include developers, IT professionals, and organizations needing robust server solutions. Further documentation would provide more insights into its key features and accessibility.
Penumbra MCP Server is a privacy-focused MCP server designed for interacting with the Penumbra blockchain. It supports core features such as transaction queries, validator set information, DEX state, and governance proposals, all while preserving user privacy through shielded transactions and private operations. This server is ideal for developers, blockchain enthusiasts, and organizations looking to engage with the Penumbra blockchain securely. It can be installed locally via npm or yarn and integrated into applications like Claude Desktop for enhanced functionality. The server was initially developed by 'bmorphism' and is licensed under the ISC license.
Vilnius Transport MCP Server is an implementation of the Model Context Protocol (MCP) designed to provide Large Language Models (LLMs) with access to Vilnius public transport data. This server enhances LLM capabilities by integrating real-time transport data, allowing secure interaction with external tools and maintaining consistent tool interfaces. It exposes tools like 'find_stops' and 'find_closest_stop' for querying public transport stops and routes. Developed by sarunasdaujotis and available on GitHub, it can be integrated into development environments such as Claude. To run the server, execute the command `uv run client.py path/src/vilnius_transport_mcp/transport.py` and ensure the directory path matches your local setup.
MCP Weather Server is an SSE-based server implementation designed for MCP (Multi-Client Protocol) clients and servers. It provides weather-related tools like 'get_forecast' and 'get_alerts' using National Weather Service APIs. This server allows decoupled processes, enabling flexible deployment and scalability, making it ideal for cloud-native architectures. Clients can connect to the server at 'http://0.0.0.0:8080/sse' and use its resources as needed. Developers and organizations looking to leverage weather data in a scalable and flexible manner will benefit from MCP Weather Server. To start the server, run 'uv run weather.py' and customize the host and port if necessary. An API key, 'ANTHROPIC_API_KEY', is required for full functionality.
Govee MCP Server is an MCP (Model Context Protocol) server designed to control Govee LED devices through the Govee API. It offers tools for turning devices on/off, setting colors via RGB values, and adjusting brightness levels. The server can be used with Cline or other MCP clients and includes a CLI for direct device control. Ideal for developers, tech enthusiasts, and home automation users, it integrates seamlessly into various workflows, from home automation to testing environments. Installation is straightforward via Smithery or pip, requiring environment variables like API key, device ID, and SKU. Use Govee MCP Server when you need to control Govee LED devices programmatically, making it perfect for automation, testing, or creating customized lighting setups.
Swiss is an AI-powered command center within the MCP tool ecosystem, designed to orchestrate complex tasks and coordinate multiple AI tools for efficient workflow execution. Created by Adrian Obleton, Swiss simplifies multi-step processes like content creation, strategic planning, and full-stack app development. It integrates a variety of tools such as `market-analyzer`, `stable-diffusion`, and `react-builder` to handle diverse tasks. Highly customizable, Swiss can be extended with additional tools from the MCP Tool Library. Find Swiss on GitHub at https://github.com/a1j9o94/swiss. Whether you're managing a marketing campaign or developing a web application, Swiss streamlines your workflow, making it an essential tool for complex project management.
MATLAB MCP Server is a Model Context Protocol (MCP) server that integrates with MATLAB, allowing users to create and execute MATLAB scripts and functions through an MCP client like Claude. This integration bridges the gap between large language models (LLMs) and MATLAB, enabling seamless interaction for mathematical computations and data analysis. It is ideal for developers, researchers, and engineers who need to automate script generation and execution or streamline interactions between AI models and MATLAB. The server can be used in environments with Python 3.11 and MATLAB R2024a (or compatible versions) and supports integration with desktop applications like Claude Desktop. Key tools provided include `create_matlab_script`, `create_matlab_function`, `execute_matlab_script`, and `call_matlab_function`, facilitating efficient management and execution of MATLAB scripts and functions.