Experimental Tools

Shannon Lite is an autonomous white-box AI pentester designed for web applications and APIs. It analyzes source code to identify potential attack vectors and executes real-world exploits to validate vulnerabilities before they reach production.

An innovative JavaScript library that enables in-page control of web interfaces using natural language. It acts as an intelligent GUI agent, automating clicks and complex interactions through simple text commands.

A massive, collaborative list of free APIs organized by categories to streamline the development process. It is the definitive resource for finding free data integrations, services, and tools to power your software projects.

An open-source agentic framework designed to continuously evolve and adapt to its user's specific needs. Developed by NousResearch, it leverages advanced models to provide autonomy, persistent learning, and high-level execution of complex tasks.

A minimalist CLI-based search engine designed to index and query your personal documents, meeting notes, and knowledge bases locally. It leverages state-of-the-art retrieval techniques to provide lightning-fast search results while ensuring your data never leaves your machine.

MiroFish is a simple and universal swarm intelligence engine designed for predictive modeling through decentralized, self-organizing systems. It provides a powerful framework for developers to harness collective intelligence for forecasting and complex decision-making.

Fish Speech is a state-of-the-art open-source text-to-speech system that leverages advanced LLM architectures to deliver highly natural and expressive voice synthesis. It supports multiple languages and high-fidelity audio generation, making it a premier choice for developers and creators seeking pro-grade TTS.

AI-driven game asset generator that produces style-consistent, production-ready models. Integrates easily with game engines like Unity.

A comprehensive AI agency at your fingertips, featuring specialized agents ranging from frontend wizards to social media community managers. Each agent is designed with a unique personality and proven processes to provide professional deliverables across various domains.

Open-source platform for AI models and applications. Enables exploration, sharing, and collaboration on AI projects.

An agentic skills framework and development methodology designed to revolutionize how AI interacts with code. It provides a robust structure to empower agents with specific capabilities, making AI-assisted development more effective and scalable.

Generates high-resolution 360° panoramic environments from text prompts. Ideal for gaming and immersive experiences.

Collaborative platform with AI tools for creative projects. Includes features for sharing, collaborative editing, and resource management.

Airi is an open-source, self-hosted AI companion designed to bring digital personas to life through real-time voice chat and interactive gaming. Inspired by AI VTubers, it can autonomously play games like Minecraft and Factorio while providing a persistent, user-owned AI experience.

An advanced MCP server for Claude Code that performs deep diagnostics on Meta Ads campaigns. It analyzes the Breakdown Effect, learning phases, and provides expert-level insights to optimize ad performance.

An atmospheric chat interface designed for immersive roleplay and interactive storytelling with advanced language models. It enables users to create detailed character cards and rich narratives by connecting to various AI backends.