Tiny-OAI-MCP-Agent provides a small, extensible agent architecture built on the OpenAI API. It implements a multi-cognitive process (MCP) loop for reasoning, memory, and tool usage. You define tools (APIs, file operations, code execution), and the agent plans tasks, recalls context, invokes tools, and iterates on results. This minimal codebase allows developers to experiment with autonomous workflows, custom heuristics, and advanced prompt patterns while handling API calls, state management, and error recovery automatically.

TokenCounter is a user-friendly tool designed to estimate the number of tokens and the corresponding costs for various AI models, including those from OpenAI and Anthropic. The tool supports multiple languages and provides real-time token counts as users input their text. TokenCounter is particularly useful for developers and businesses working with language models, allowing them to manage API costs, optimize inputs, and avoid exceeding model limits. Accurate estimation is achieved by using the tiktoken library for OpenAI models and an older method for Anthropic models, with plans to update as new information becomes available.

Trag provides a powerful AI-driven code review tool designed to improve the efficiency and accuracy of code review processes. It offers contextual feedback that adapts to your specific codebase, catching errors and bugs while supporting multiple programming languages. By integrating directly with popular platforms like GitHub and GitLab, it automates the review process and provides real-time analysis to maintain high code quality and faster review cycles.

Triagent provides a tri-agent architecture consisting of Strategist, Researcher, and Executor modules. The Strategist breaks down high-level goals into actionable steps, the Researcher retrieves and synthesizes data from documents, APIs, and web sources, and the Executor performs tasks like generating text, creating files, or invoking HTTP requests. Built on top of OpenAI language models and extensible via a plugin system, Triagent supports memory management, concurrent processing, and external API integrations. Developers can configure prompts, set resource limits, and visualize task progress through a CLI or web dashboard, simplifying multi-step automation pipelines.

TypedAI delivers a developer-centric library that wraps large language models in strongly typed TypeScript abstractions. You define input and output schemas to validate data at compile time, create reusable prompt templates, and handle streaming or batch responses. It supports function calling patterns to connect AI outputs with backend logic, and integrates with popular LLM providers like OpenAI, Anthropic, and Azure. With built-in error handling and logging, TypedAI helps you ship robust AI features—chat interfaces, document summarization, code generation, and custom agents—without sacrificing type safety or developer productivity.

WellDoneBy is an innovative platform designed to connect AI startups and developers with a broad audience. By listing your startup on WellDoneBy, you can boost your visibility and attract valuable traffic from potential clients and investors. The platform provides various categories including mobile app development, web development, software development, e-commerce development, blockchain technology, and more. Whether you are a startup looking to showcase your project or a developer seeking to list your services, WellDoneBy offers the tools needed for increased exposure and growth.

Xaml.io enables developers and designers to create and preview user interfaces instantly across various platforms including web, desktop, and mobile applications. The tool leverages XAML markup language to streamline the UI design process by providing real-time visualization, ensuring designs are both consistent and efficient. The platform aims to improve productivity by allowing easy edits, reducing the need for manual coding, and speeding up the development process.

X Model is an innovative integration platform designed for seamless access to leading AI models. It allows developers and businesses to leverage advanced AI capabilities effortlessly, enhancing their products through features like model generation, editing, and composition. Whether you're looking to create intelligent applications or improve existing ones, X Model's versatile tools make implementing AI straightforward and efficient.

SolarDev is a comprehensive web development platform that provides developers with cutting-edge tools and technologies to build and deploy web applications efficiently. It combines a variety of features, including code editors, deployment services, and a rich set of APIs. Whether you are working on a small project or a large-scale enterprise application, SolarDev offers the flexibility and resources you need to succeed. The platform is designed to support both beginners and experienced developers, making it a versatile choice for anyone in the field.

HyperChat is a developer-centric AI agent framework that simplifies embedding conversational AI into applications. It unifies connections to various LLM providers, handles session context and memory persistence, and delivers streamed partial replies for responsive UIs. Built-in function calling and plugin support enable executing external APIs, enriching conversations with real-world data and actions. Its modular architecture and UI toolkit allow rapid prototyping and production-grade deployments across web, Electron, and Node.js environments.

Abyss is a platform designed to help users create, deploy, and share Python-based AI Widgets. These Widgets can perform specific tasks, solve problems, or leverage AI models such as GPT-4, Claude 3.5, or NIMs. Abyss simplifies the process, allowing both developers and AI enthusiasts to use these powerful tools without needing deep technical knowledge. Users fill out necessary inputs and/or upload required files, then run the Widgets to achieve their tasks. Developers can create custom Widgets and share them through personalized digital studios, making artificial intelligence accessible and effective for everyday tasks.

OnLift is a platform that generates AI-ready documentation to streamline project development. It allows users to create Product Requirements Documents (PRD), Frontend and Backend Architecture, Implementation Guides, and Development Standards. The generated documents are engineered to work perfectly with AI coding tools such as ChatGPT, GitHub Copilot, and others, ensuring consistency and eliminating the time-consuming debugging process.

AI Code Convert is an advanced tool that leverages artificial intelligence to assist developers in transforming code from one programming language to another seamlessly. Instead of manually rewriting code and struggling with syntax differences, users can simply input their existing code, select the desired target language, and let AI Code Convert do the rest. This tool is ideal for both beginners looking to understand different programming styles and experienced developers needing to port code across platforms quickly and accurately.

AI Coder Buddy is an AI-powered coding assistant geared towards enhancing your productivity. It supports over 90 programming languages, frameworks, and libraries, offering more than 145,000 searchable code examples. Whether you're a beginner needing guidance or a seasoned developer looking to speed up your workflow, AI Coder Buddy provides the tools and support you need to code smarter and more efficiently.

Andes offers a variety of Large Language Model (LLM) APIs for developers looking to enhance their applications with advanced AI capabilities. By connecting with leading AI technology, you can easily incorporate features such as natural language processing, automatic text generation, and translation. Whether you're developing a chatbot, content generation tool, or any other application that can benefit from AI, Andes provides the tools you need to unleash the power of AI in your applications.

AskingTips is an AI-based platform that provides a wide range of tools designed to simplify and enhance your digital tasks. These include tools for creating social media ad copy, SEO optimization, web and software development, blogging assistance, and technical support. Powered by advanced AI algorithms and multiple premium APIs, AskingTips ensures high-quality, efficient results. It is user-friendly and accessible to individuals and businesses, aiming to boost productivity, creativity, and efficiency with minimal effort.

BaseRock.ai is an innovative QA platform that leverages artificial intelligence to automate unit and integration testing processes. Designed to be user-friendly, it requires zero learning curve, making it easy for developers and QA teams to produce and run test cases with a single click. This platform ensures maximum test coverage, detects bugs early, and provides detailed feedback to boost developer productivity. Additionally, BaseRock.ai integrates seamlessly into CI/CD pipelines, which enables frequent and reliable software deployments.

Batteries Included is designed to streamline the development and management of cloud infrastructures. Our platform provides one-click deployments, advanced operational tools, and industry-leading security features. You can spin up relational databases, deploy web services, and automate repetitive tasks with ease. Benefit from cost-effective scaling and a fully open-sourced stack that ensures unmatched portability and adherence to industry standards.

ChatCody is a transformative AI-driven tool designed specifically for GitHub users. Utilizing the GPT-4 framework, it automates routine tasks such as code reviews and pull requests, providing real-time assistance and insightful responses. This allows developers to focus on creative coding and critical problem-solving, ultimately boosting productivity and efficiency. With ChatCody, you can ensure that your coding process is not only faster but also more reliable and enjoyable.

ChatGPT for Google Chrome™ introduces a new level of interaction by utilizing the GPT-4 language model from OpenAI. This model, trained on a vast set of textual data, enables the AI to understand and generate human language fluently. The Chrome extension allows users to open and minimize a ChatGPT window with a simple keyboard shortcut, making it convenient to access the AI directly from the browser. This tool can assist in various tasks, including customer support, educational assistance, content creation, and software development. Its neural network architecture ensures relevant and useful responses, considering both the words and the conversation context.