Bright Data MCP is a powerful model context protocol server that allows AI agents and applications to access and extract web data in real time. Its main advantages include the ability to bypass geographical restrictions and website detection, providing unrestricted network data access, greatly enhancing the capabilities of AI in data acquisition and information retrieval. This product is positioned to support commercial users who need real-time, reliable web data; it is priced on a pay-as-you-go basis, and new users can receive a free trial credit.

Excel MCP Server is a server that allows you to operate Excel files without installing Microsoft Excel. Users can create, read, and modify Excel workbooks. The main advantages of this tool are its ease of use and flexibility, supporting multiple Excel features and allowing file operations through AI agents. This product is suitable for users who frequently handle Excel files, such as data analysts and finance personnel. This tool is open-source and developed in Python, making it easy to run locally or on remote servers.

MCP SuperAssistant is a Chrome extension that integrates Model Context Protocol (MCP) tools, allowing users to directly execute MCP tools from AI platforms and insert the results into conversations. This technology enhances the functionality of web-based AI assistants, supporting multiple AI platforms to provide users with a convenient way for data interaction.

XcodeBuildMCP is a server implementing the Model Context Protocol (MCP), designed for programmatic interaction with Xcode projects through a standardized interface. This tool eliminates manual operations and the reliance on potentially erroneous command-line calls, providing developers and AI assistants with an efficient and reliable workflow. It allows AI agents to automatically verify code changes, build projects, and check for errors, thus simplifying the development process.

ChatTS-14B is a language model focused on time-series understanding and reasoning, aiming to improve the processing capabilities of time-series data through synthetic data. This model can be widely applied in data analysis, financial forecasting, and other fields, providing users with deeper insights into time series and demonstrating strong reasoning ability and accuracy.

EaseVoice Trainer is a backend project designed to simplify and enhance the speech synthesis and conversion training process. This project is an improvement based on GPT-SoVITS, focusing on user experience and system maintainability. Its design philosophy differs from the original project, aiming to provide a more modular and customizable solution suitable for various scenarios, from small-scale experiments to large-scale production. This tool can help developers and researchers conduct speech synthesis and conversion research and development more efficiently.

FastAPI-MCP is a tool specifically designed for FastAPI, aiming for seamless integration with the Model Context Protocol (MCP). It allows developers to automatically convert API endpoints of a FastAPI application into MCP tools without any configuration. The tool's key advantages include simplifying the API integration process with MCP, supporting automatic discovery and conversion of all FastAPI endpoints, preserving the schema of request and response models, and maintaining the same documentation as Swagger. It also supports flexible deployment methods, allowing the MCP server to be mounted directly into the FastAPI application or deployed separately. FastAPI-MCP is suitable for development teams that need to quickly integrate APIs into MCP environments, supporting Python 3.10 and above, with Python 3.12 recommended.

MCP Gateway is an advanced intermediary solution for managing and enhancing Model Context Protocol (MCP) servers. Acting as an intermediary between large language models (LLMs) and other MCP servers, it features configuration management, request-response interception, and a unified interface, protecting sensitive information and ensuring secure and efficient AI services.

automcp is an open-source tool designed to simplify the process of converting various existing agent frameworks (such as CrewAI, LangGraph, etc.) into MCP servers. This allows developers to more easily access these servers through a standardized interface. The tool supports the deployment of multiple agent frameworks and is operated through an easy-to-use CLI interface. Suitable for developers who need to quickly integrate and deploy AI agents, it's free of charge and suitable for individual and team use.

Capalyze is a data analysis agent tool that uses natural language for data collection, sentiment analysis, and more, helping users extract valuable information from large volumes of data. It supports e-commerce operations, real estate sales, self-media operations, and local lifestyle merchants.

VibeSec is an AI-native platform that discovers real vulnerabilities by scanning your code instead of producing false positives. It helps developers catch critical issues before release, allowing you to move quickly without breaking things.

Enzzo AI is an AI-driven PRD solution designed to help hardware development teams accelerate product development. By compressing product requirement documents, generating requirements, mitigating risks, and promoting team collaboration, it helps improve work efficiency.

Capacity is a tool that uses artificial intelligence technology to quickly create full-stack web applications. Its main advantages include saving development time and improving productivity. Capacity has rich background information and is positioned to provide users with an easy-to-use full-stack web application development solution.

VibeKit is a platform that can run Codex or Claude Code in a secure sandbox, supporting multiple sandbox providers. This tool is perfect for internal tools, application features, and prototyping workflows.

Scoop Analytics is an AI data analysis tool that uses Agentic Analytics? technology to automatically run machine learning algorithms, discover insights, and generate presentations without coding. Its main advantages are real-time, intelligence, and ease of use. The product focuses on providing real-time data analysis solutions for business teams.

Rork is a mobile application builder tool that uses artificial intelligence and React Native technology to help users quickly build cross-platform mobile applications. Its main advantages include high efficiency, ease of use, and powerful functional customization capabilities.

Nexty is a fully equipped Next.js SaaS full-stack template that allows you to quickly build various types of commercial websites, whether content sites, tool platforms, or paid websites integrated with AI capabilities. The template provides a complete user authentication, payment, content management, and AI functionality system, with modular design helping developers focus on product innovation.