FluxAPI.ai is a developer-centric platform delivering API access to the Flux.1 model family including pro, dev, schnell, and Kontext variants. It supports text-to-image and image-to-image generation, offering high control over style, fidelity, and speed. Users can experiment interactively or scale to production with transparent credit-based pricing and extensive support.

FastGPT serves as a comprehensive AI agent development and deployment framework designed to simplify the creation of intelligent, knowledge-driven applications. It integrates data connectors for ingesting documents, databases, and APIs, performs preprocessing and embedding, and invokes local or cloud-based models for inference. A retrieval-augmented generation (RAG) engine enables dynamic knowledge retrieval, while a drag-and-drop visual flow editor lets users orchestrate multi-step workflows with conditional logic. FastGPT supports custom prompts, parameter tuning, and plugin interfaces for extending functionality. You can deploy agents as web services, chatbots, or API endpoints, complete with monitoring dashboards and scaling options.

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.

FastAPI Agents provides a robust service layer for developing LLM-based agents using the FastAPI web framework. It allows you to define agent behaviors with LangChain chains, tools, and memory systems. Each agent can be exposed as a standard REST endpoint, supporting asynchronous requests, streaming responses, and customizable payloads. Integration with vector stores enables retrieval-augmented generation for knowledge-driven applications. The framework includes built-in logging, monitoring hooks, and Docker support for containerized deployment. You can easily extend agents with new tools, middleware, and authentication. FastAPI Agents accelerates the production readiness of AI solutions, ensuring security, scalability, and maintainability of agent-based applications in enterprise and research settings.

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.

This starter project provides a ready-to-use FastAPI application preconfigured for AI agent development. It uses Pydantic for request/response validation, environment-based configuration for OpenAI API keys, and modular endpoint scaffolding. Built-in features include Swagger UI docs, CORS handling, and structured logging, enabling teams to rapidly prototype and deploy AI-driven endpoints without boilerplate overhead. Developers simply define Pydantic models and agent functions to get a production-ready API server.

Fast Reinforcement Learning is a specialized Python framework designed to accelerate the development and execution of reinforcement learning agents. It offers out-of-the-box support for popular algorithms such as PPO, A2C, DDPG and SAC, combined with high-throughput vectorized environment management. Users can easily configure policy networks, customize training loops and leverage GPU acceleration for large-scale experiments. The library’s modular design ensures seamless integration with OpenAI Gym environments, enabling researchers and practitioners to prototype, benchmark and deploy agents across a variety of control, game and simulation tasks.

FastAPI LangGraph Agent Template offers a comprehensive foundation for developing LLM-driven agents within a FastAPI application. It includes predefined LangGraph nodes for common tasks like text completion, embedding, and vector similarity search while allowing developers to create custom nodes and pipelines. The template manages conversation history via memory modules that persist context across sessions and supports environment-based configuration for different deployment stages. Built-in Docker files and CI/CD-friendly structure ensure seamless containerization and deployment. Logging and error-handling middleware enhance observability, while the modular codebase simplifies extending functionality. By combining FastAPI's high-performance web framework with LangGraph's orchestration capabilities, this template streamlines the agent development lifecycle from prototyping to production.

FastApply is a transformative AI-powered assistant designed to automate the tedious job application process for tech professionals. With features such as quick setup, personalized applications, seamless auto-apply, and real-time tracking, FastApply makes the journey to securing a job more efficient and streamlined. It uses AI to customize resumes and cover letters for each application and searches for matching job postings on platforms like LinkedIn and Indeed.

The Kagi FastGPT To Markdown extension is designed to streamline the process of capturing answers from FastGPT. By integrating seamlessly with your browser, it extracts the questions and answers generated by FastGPT and formats them in Markdown. This not only aids in organizing information efficiently but also maintains a clean and visually appealing structure, ideal for documentation or personal notes. Users can quickly disseminate knowledge without the hassle of manual formatting.

WrapFast is a SwiftUI boilerplate designed for rapid creation of AI wrappers and any iOS applications. It simplifies the development process, allowing users to build functional apps quickly by offering pre-made templates, customizable features, and integrated solutions for authentication, in-app purchases, and cloud databases. Ideal for both entrepreneurs and developers, WrapFast aims to accelerate app development, reduce time-to-market, and support scalable, maintainable app infrastructures.

Fast.ai is an e-learning site focused on deep learning and AI. It offers free, practical courses designed for developers and end users with some coding knowledge. The platform features the 'Practical Deep Learning for Coders' course, which teaches deep learning and machine learning. Fast.ai also develops software libraries such as fastai for PyTorch and nbdev, aimed at simplifying the development and deployment of machine learning models.

FastShapes is a cutting-edge AI coach designed to create customized workout and nutrition plans in real-time. This platform caters to the evolving fitness needs of users by delivering tailored programs based on individual goals, preferences, and progress. With a user-friendly interface, it makes workout planning quick and easy, taking only moments to fill out the necessary information. FastShapes also offers continuous support and adjustments as users advance, ensuring they stay motivated and on track toward their fitness objectives.

FastBots.ai is an advanced AI chatbot builder designed to help businesses create custom chatbots quickly and efficiently. With FastBots, users can train chatbots on their unique data sources such as website content, documents, and specific business information. The platform supports various use cases including customer support, lead generation, and sales automation. Its no-code interface ensures that even those without technical expertise can deploy chatbots effortlessly. Additionally, FastBots integrates with popular AI models like Claude and GPT-4, enhancing chatbot performance and reliability. The service is ideal for businesses looking for scalable, 24/7 automated assistance solutions.

DeployFast is a sophisticated AI deployment platform designed for rapid integration and implementation of AI wrappers. The tool offers seamless compatibility with a variety of popular APIs, allowing developers to expedite the deployment process significantly. With its user-friendly interface and robust functionality, DeployFast is tailored to meet the demands of modern businesses seeking to leverage AI capabilities swiftly. It streamlines the deployment workflow, ensuring minimal downtime and maximum efficiency.

FastAi is a comprehensive AI-driven content creation platform that allows users to generate text, images, and code with remarkable ease. Its advanced dashboard offers powerful visualizations and customizable analytics for actionable insights. FastAi is designed to simplify and accelerate the content creation process, providing users with tools for seamless transactions, secure payment gateways, and the ability to use AI templates to generate SEO-optimized content. This tool enhances productivity and ensures high-quality output tailored to modern digital needs.

Kagi's FastGPT is an ingenious tool that integrates a smart AI assistant with a responsive search engine. It empowers users to ask questions and receive swift, accurate answers, employing advanced machine learning models. This extension is designed for intuitive use, enhancing the way you gather information online while providing a streamlined interface within your browser. Forget endless scrolling and instead get direct answers tailored to your needs, all while enjoying privacy-focused features.

Fastn simplifies the process of API integration and orchestration with its intuitive, no-code platform. Leveraging advanced AI technologies, it enables users to easily connect various data sources and automate data workflows. Its visual drag-and-drop interface allows even non-technical users to manage data integration tasks with ease, significantly reducing the time and effort needed for application development. The platform's capabilities extend across numerous applications, making it ideal for businesses looking to improve data accessibility and operational efficiency.

TTAPI offers a robust Midjourney API that enables developers to create stunning artworks from textual descriptions. Utilizing AI algorithms, the API supports three operational modes: fast, relax, and turbo, allowing for efficient processing with response times typically under 90 seconds. Users can generate unique images tailored to specific inputs and enjoy comprehensive documentation to facilitate integration into various applications.

FastPedia is a comprehensive platform designed to bridge the gap between innovative AI tools and users eager to leverage the power of Artificial Intelligence. It offers a curated directory of AI products across diverse categories such as chatbot, copywriting, photo, summarizer, and more. Users can effortlessly browse, compare, and access these services, whether they are free or come with a freemium plan. Additionally, developers and companies can submit their AI products for review and promotion, fostering a collaborative community to advance AI.