Manga Translator is an AI-powered web-based platform designed to translate manga pages from one language to another accurately. It supports various file formats including PNG, JPG, WEBP, PDF, EPUB, and MOBI, ensuring the original manga layout is maintained. Users upload manga panels, select translation language and model, and the tool processes and outputs high-quality translated manga pages. The platform offers free and subscription plans with multiple language and translation model support, facilitating global manga enjoyment.

MCP.so is a cutting-edge AI agent that focuses on knowledge management and teamwork. With functionalities like automated information retrieval, intelligent task allocation, real-time collaboration tools, and data analytics, it helps teams maximize their efficiency. The agent analyzes team interactions and project data to provide actionable insights, ensuring that important knowledge is easily accessible and efficiently utilized. This makes MCP.so an essential tool for organizations aiming to enhance communication and collaboration among their team members.

MARL-DPP is an open-source framework enabling multi-agent reinforcement learning (MARL) with enforced diversity through Determinantal Point Processes (DPP). Traditional MARL approaches often suffer from policy convergence to similar behaviors; MARL-DPP addresses this by incorporating DPP-based measures to encourage agents to maintain diverse action distributions. The toolkit provides modular code for embedding DPP in training objectives, sampling policies, and managing exploration. It includes ready-to-use integration with standard OpenAI Gym environments and the Multi-Agent Particle Environment (MPE), along with utilities for hyperparameter management, logging, and visualization of diversity metrics. Researchers can evaluate the impact of diversity constraints on cooperative tasks, resource allocation, and competitive games. The extensible design supports custom environments and advanced algorithms, facilitating exploration of novel MARL-DPP variants.

MCP Agent provides a robust foundation for building intelligent AI-driven assistants by offering modular components for integrating language models, custom tools, and data sources. Its core functionalities include dynamic tool invocation based on user intents, context-aware memory management for long-term conversations, and a flexible plugin system that simplifies extending capabilities. Developers can define pipelines to process inputs, trigger external APIs, and manage asynchronous workflows, all while maintaining transparent logs and metrics. With support for popular LLMs, configurable templates, and role-based access controls, MCP Agent streamlines the deployment of scalable, maintainable AI agents in production environments. Whether for customer support chatbots, RPA bots, or research assistants, MCP Agent accelerates development cycles and ensures consistent performance across use cases.

FastMCP is an open-source Python framework for building MCP (Model Context Protocol) servers and clients that empower LLMs with external tools, data sources, and custom prompts. Developers define tool classes and resource handlers in Python, register them with the FastMCP server, and deploy using transport protocols like HTTP, STDIO, or SSE. The framework’s client library offers an asynchronous interface for interacting with any MCP server, facilitating seamless integration of AI agents into applications.

MCP Agent Proxy acts as a middleware service between your applications and the OpenAI API. It transparently forwards ChatCompletion and Embedding calls, handles streaming responses to clients, caches results to improve performance and reduce costs, logs request and response metadata for debugging, and allows on-the-fly customization of API parameters. Developers can integrate it into existing agent frameworks to simplify multi-channel processing and maintain a single managed endpoint for all AI interactions.

Fast-LLM-Agent-MCP is a lightweight, open-source Python framework for building AI agents that combine memory management, chain-of-thought reasoning, and multi-step planning. Developers can integrate it with OpenAI, Azure OpenAI, local Llama, and other models to maintain conversational context, generate structured reasoning traces, and decompose complex tasks into executable subtasks. Its modular design allows custom tool integration and memory stores, making it ideal for applications like virtual assistants, decision support systems, and automated customer support bots.

Claude Code MCP (Memory Context Provider) is a Python-based CLI tool designed to streamline interactions with Anthropic’s Claude Code model. It offers persistent conversation history, reusable prompt templates, and utilities for generating, reviewing, and refactoring code. Developers can invoke commands for code generation, automated edits, diff comparisons, and inline explanations, while extending functionality through a plugin system. MCP simplifies integrating Claude Code into development pipelines for more consistent, context-aware coding assistance.

OpenAI Agents MCP Server provides a robust foundation for deploying and managing autonomous agents powered by OpenAI models. It exposes a flexible RESTful API to create, configure, and control agents, enabling developers to orchestrate multi-step tasks, coordinate interactions between agents, and maintain persistent memory across sessions. The framework supports plugin-like tool integrations, advanced conversation logging, and customizable planning strategies. By abstracting infrastructure concerns, MCP Server streamlines the development pipeline, facilitating rapid prototyping and scalable deployment of conversational assistants, workflow automations, and AI-driven digital workers in production environments.

This framework provides a server-based architecture supporting Multiple-MCP (Multi-Channel Processing) servers to handle concurrent conversations, maintain context across sessions, and integrate external services via plugins. Developers can configure connectors for messaging platforms, define custom function calls, and scale instances using Docker or native hosts. It includes logging, error handling, and a modular pipeline to extend capabilities without altering core code.

MCP-CLI-Agent is an open source, extensible AI Agent for the command line. Users write natural language prompts and the tool generates and runs corresponding shell commands, handles multi-step task chaining, and logs outputs. Built on top of GPT models, it supports custom plugins, configuration files, and context-aware execution, making it ideal for automating DevOps tasks, code generation, environment setup, and data fetching directly from the terminal.

MCP Browser Agent is a browser-based autonomous AI agent framework that leverages large language models to perform web navigation, data scraping, content summarization, form interaction, and automated task sequences. Built as a lightweight JavaScript library, it integrates seamlessly with OpenAI's GPT APIs, allowing developers to programmatically define custom actions, memory stores, and prompt chains. The agent can click links, fill forms, extract table data, and summarize page content on demand. It supports asynchronous execution, error handling, and session persistence via browser storage. With customizable interfaces and extensible action modules, MCP Browser Agent simplifies the creation of intelligent browser assistants to boost productivity, streamline workflows, and reduce manual browsing tasks across diverse web applications.

MyDetector's AI detector tool uses advanced algorithms to analyze and spot patterns typical of AI-generated content. Supporting multiple file formats (PDF, Word, PPT, TXT), users can upload texts and get real-time, high-precision results. The tool is ideal for writers, teachers, and businesses, ensuring content authenticity with over 99% accuracy. MyDetector also includes text humanization features, making generated content appear more natural.

Composio MCP offers a platform to effortlessly connect LLMs, agents, and IDEs with over 250 tools. With built-in support for OAuth, API keys, and JWT, Composio MCP ensures secure and reliable connections. It optimizes tools for better automation accuracy, reducing errors, and enhancing productivity. Perfect for developers and teams seeking efficient and powerful integration solutions, Composio MCP streamlines the connection process to boost performance and automation. Whether managing multiple applications or executing complex workflows, Composio MCP provides the tools necessary for seamless operation.

Manga Translate is an advanced AI-powered application that translates and reads manga in multiple languages. This app supports various file formats such as .rar, .zip, .cbz, .cbr, and .pdf, ensuring you can import and read your favorite manga smoothly. It offers two translation modes - AI translation for precise translations (Pro version) and local translation for instant translations, available both free and pro. The app includes features like Tap to Translate and Manga Overlay Translate, allowing users to translate manga with simple tap actions or screenshots. It supports over 20 languages and offers a seamless, ad-free reading experience. A perfect tool for both manga lovers and language learners seeking accurate and quick translations.

WPS便签助手 is a Chrome extension that enhances your note-taking capabilities by smartly recognizing and optimizing the layout of web pages. It eliminates distractions, ensuring a clean and focused environment for your notes. During moments when you need to concentrate, it expands your display area, allowing you to keep your notes organized without disturbances. Whether you're working on a project or just jotting down ideas, this assistant is designed to streamline your workflow and improve efficiency.

myGPTBrain is an advanced tool that transforms how users manage and interact with their online content. By allowing users to save web articles, PDFs, and office files with a click, it streamlines the process of information gathering. Users can pose questions about their saved content and receive immediate contextual answers, enhancing productivity and comprehension. It integrates seamlessly with various platforms including Google Drive and Notion, optimizing the knowledge acquisition process.

メールパートナー is designed to streamline the email drafting process for users of all levels. The extension leverages AI to assist in crafting appropriate Japanese business correspondences. Users can create well-structured emails by clicking a single button, which transforms casual drafts into polished messages. It helps eliminate the struggle of using proper honorifics and ensures that every email sent reflects professionalism and respect.

The 帮我读| GPT阅读小助手 allows users to quickly capture essential points from any webpage by summarizing content through ChatGPT. It is designed as a free Chrome browser extension, empowering users to make their reading more efficient and effective. This tool continuously adapts to users' reading habits, providing tailored summaries that highlight critical information without overwhelming them with unnecessary details. Whether you’re analyzing research papers, news articles, or blogs, this extension can save time and enhance comprehension.

The ChatGPT File Upload Tool allows users to seamlessly upload large file formats such as PDFs, Word documents, and spreadsheets into the ChatGPT environment. Designed to break files into manageable chunks, this extension overcomes the limitations of chat length, ensuring that users can interact and analyze their data without hassle. Its intuitive interface simplifies the upload process, enhancing user engagement and productivity within ChatGPT.