Tiktokenizer is an online tool designed for tokenizing text inputs and interfacing with OpenAI's Chat API. It forwards your requests and bodies to the OpenAI API, ensuring accurate token counts and enabling seamless tracking of token usage. This efficient tool provides a comprehensive solution for developers and content creators who need a reliable and streamlined method for text tokenization and API interaction.

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.

llm-ReAct implements the ReAct (Reasoning and Acting) architecture for large language models, enabling seamless integration of chain-of-thought reasoning with external tool execution and memory storage. Developers can configure a toolkit of custom tools—such as web search, database queries, file operations, and calculators—and instruct the agent to plan multi-step tasks, invoking tools as needed to retrieve or process information. The built-in memory module preserves conversational state and past actions, supporting more context-aware agent behaviors. With modular Python code and support for OpenAI APIs, llm-ReAct simplifies experimentation and deployment of intelligent agents that can adaptively solve problems, automate workflows, and provide context-rich responses.

Autolicious is a smart Chrome extension designed to streamline bookmark organization using the power of AI. By leveraging ChatGPT and the OpenAI API, it automatically categorizes and subcategorizes your bookmarks, making it easier to find and manage saved content. With a single button press, you can add and classify bookmarks without any hassle, ensuring an organized and efficient browsing experience.

Autogpt is a developer-focused Rust framework for constructing autonomous AI agents. It offers typed interfaces to the OpenAI API, built-in memory handling, context chaining, and extensible plugin support. Agents can be configured to perform chained prompts, maintain conversation state, and execute dynamic tasks programmatically. Suitable for embedding in CLI tools, backend services, or research prototypes, Autogpt simplifies orchestration of complex AI workflows while leveraging Rust’s performance and safety guarantees.