🌊 The leading agent meta-harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conversational AI systems. Features adaptive memory, self-learning intelligence, RAG integration, and native Claude Code / Codex / Hermes and many more Integrated

π RuView turns commodity WiFi signals into real-time spatial intelligence, vital sign monitoring, and presence detection — all without a single pixel of video.

A blazing-fast, memory-safe neural network library for Rust that brings the power of FANN to the modern world.

RuVector is a High Performance, Real-Time, Self-Learning Ai, Vector GNN, Memory DB built in Rust.

QuDAG Protocol (Quantum-Resistant DAG-Based Anonymous Communication System) - Claude Code implementation of a Test-Driven Development Implementation Plan for QuDAG Protocol with Claude Code

Easily switch between alternative low-cost AI models in Claude Code/Agent SDK. For those comfortable using Claude agents and commands, it lets you take what you've created and deploy fully hosted agents for real business purposes. Use Claude Code to get the agent working, then deploy it in your favorite cloud.

The ultimate bot generator bot prompt. Use this prompt to create powerful ChatGPT bots for anything you can imagine.

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🛠️ The meta-harness for AI agents — scaffold your own focused, branded agent harness with its own npx CLI, MCP server, memory, learning loop, and witness-signed releases. Works with Claude Code, Codex, pi.dev, Hermes, OpenClaw, and RVM (hardware-isolated sandbox).

Nightly Claude Code CLI Decompile — Reverse Engineered & Rebuilt

Ai power Dev using the rUv approach

A collection of the GPTs created by rUv

SynthLang is a hyper-efficient prompt language designed to optimize interactions with Large Language Models (LLMs) like GPT-4o by leveraging logographical scripts and symbolic constructs.

DS.js (Declarative Self‑learning JavaScript

Decentralized Autonomous Applications (DAAs). Building the Future with Self-Managing Applications.

ruvnet.

FACT – Fast Augmented Context Tools: FACT is a lean retrieval pattern that skips vector search. We cache every static token inside Claude Sonnet‑4 and fetch live facts only through authenticated tools hosted on Arcade.dev. The result is deterministic answers, fresh data, and sub‑100 ms latency.

Self-Aware Feedback Loop Algorithm (python)

GuardRail: Advanced tool for data analysis and AI content generation using OpenAI GPT models. Features sentiment analysis, content classification, trend analysis, and tailored GPT model usage. Ideal for content moderation, customer support, and market research.

A powerful ChatGPT plugin that integrates with the OpenAI API, enabling creative text generation, conversational AI, model fine-tuning, and more. Enhance ChatGPT's capabilities with seamless access to OpenAI's language models.

A Prompt based programming language for prompts and AI interactions. Simple and human-readable syntax for easy integration with APIs and data.

MidStream is a powerful platform that makes AI conversations smarter and more responsive. Instead of waiting for an AI to finish speaking before understanding what it's saying, MidStream analyzes responses as they stream in real-time—enabling instant insights, pattern detection, and intelligent decision-making.

Agentic Chat App is an advanced AI-powered chat application designed for seamless real-time communication and intelligent responses. Built with Next.js, OpenAI, and Exa API, it leverages cutting-edge technologies to enhance user interactions and provide contextual, relevant information dynamically.

RVM — The Virtual Machine Built for the Agentic Age, in Rust.

ruDevolution — The first decompiler that understands code semantically, recovers original names with AI, proves every transformation with cryptographic witness chains, and gets smarter with every run.

The Best Agentic Marketing Swarm in the World

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A simple demonstration agent using the ReACT methodology for analyzing and executing tasks.

A simple To-do ChatGPT Plugin using python and deployed on replit.

A command-line tool for configurable web automation with AI-assisted template creation.

Q-Star Agent Code: A reinforcement learning-based framework for intelligent agents using Microsoft AutoGen. It leverages Q-Star, a Q-learning variant, for dynamic decision-making. Ideal for developing adaptive AI agents in diverse applications, from service bots to advanced simulations. Includes setup and customization guidelines.

Flow Nexus is the first competitive agentic platform built entirely on MCP. Deploy autonomous AI swarms, train neural networks, and compete in coding challenges while earning rUv credits. Transform agentic engineering mastery into lived experience through gamified cloud development where agents spawn agents and systems improve themselves

A comprehensive steganography framework for embedding and extracting agentic commands in audio and video media using ultrasonic frequencies. This project provides tools for covert communication and command transmission through multimedia channels.

The rUv Enterprise AI Guide is a comprehensive resource designed to assist Chief Information Officers (CIOs) and technology leaders in navigating the complexities of AI integration within large enterprises.

ChatGPT Web Surfer Plugin

Prompt Engine is a powerful and flexible template designed to facilitate the creation and customization of interactive prompts.

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Rust + WASM sublinear-time solver for asymmetric diagonally dominant systems. Exposes Neumann series, push, and hybrid random-walk algorithms with npm/npx CLI and Flow-Nexus HTTP streaming for swarm cost propagation and verification.

Agent Name Service (ANS) Protocol, introduced by the OWASP GenAI Security Project, is a foundational framework designed to facilitate secure discovery and interaction among AI agents.

Vector memory that gets smarter every time your agent uses it.

Synaptic Neural Mesh: a self-evolving, peer to peer neural fabric where every element is an agent, learning and communicating across a globally coordinated DAG substrate.

This script is a command-line tool that utilizes OpenAI's GPT-3.5 Turbo to generate shell commands based on user input. The script also features a loading animation and provides summaries of command outputs.

AI-TOML Workflow Specification (aiTWS), a comprehensive and flexible specification for defining arbitrary Ai centric workflows.

This implementation follows the official MCP specification, including proper message framing, transport layer implementation, and complete protocol lifecycle management. It provides a foundation for building federated MCP systems that can scale across multiple servers while maintaining security and standardization requirements.

Agentic Engineering for Data Analysis

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The first platform designed to empower organizations by automating and enhancing their employment processes through advanced autonomous agents.

AI-powered game engine for dynamic, personalized experiences in evolving worlds. Ethical, accessible, inclusive.

A dyamic MCP Registry using Cookiecutter templates

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ruvBot is an innovative tool designed to assist users in navigating and understanding the professional journey and achievements of Reuven Cohen. It utilizes advanced AI to answer questions and provide insights, making it a valuable resource for anyone interested in Reuven's career.

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Agentic DevOps is a powerful, interactive Command-Line Interface (CLI) designed to streamline and automate the development, deployment, and management of applications on various Cloud Providers.

a web application that captures media streams from various sources such as a webcam, desktop, or specific applications. It captures frames at intervals and uses AI to analyze and summarize the frames, providing insights using GPT-4.

ChatGPT Plugin Creator is an open-source project that helps you convert Swagger specifications into ChatGPT plugins

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A navigation system that uses quantum magnetometers to provide precise positioning in GPS-denied environment

An open source UI for Meta LLama Stack Apps / Agents

Git for Agent Memory: Copy-On-Write vector branching for embedded multi-agent memory (83x faster, 3000x smaller snapshots)

An Agentic Github Copilot Extension

Agile Agents (A2) is an open-source framework for the creation and deployment of serverless intelligent agents using public and private container repositories. The framework supports serverless Ai Agent deployments to AWS, Azure, and GCP, with optional configurations for Azure and GCP

VIVIAN: Vector Index Virtual Infrastructure for Autonomous Networks

Weekly Vibecast Live coding sessions with rUv. Check branches for each week.

NOVA is a knowledge distillation system that extracts domain-specific knowledge and trains compact models while maintaining high performance.

Genesis is a groundbreaking physics platform designed for robotics and embodied AI applications that combines unprecedented simulation speeds with comprehensive features.

a comprehensive diffusion-based code refinement model

Code Mesh

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AI-Driven Decentralized Organization (AIDO) using Supabase and LangChain.js. It includes all necessary files, configurations, tests, and deployment components to get started. Feel free to extend and customize the system based on your specific requirements.

A custom Ai driven IDE

Visual planning and context control for shipping big apps with AI coding. Build from scratch or map existing repos. Dossier maps user workflows, sets agent context per feature, builds, tests and ships from one interface.

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Pixel-native visual RAG ported to Rust on the ruvector ANN substrate (HNSW + IVF-Flat) — screenshot/document retrieval over visual embeddings, a Rust port of PixelRAG, with a metaharness benchmark CLI: npx rupixel

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PARIS (Perpetual Adaptive Regenerative Intelligence System) is a conceptual model for building and managing effective AI and Language Model (LLM) systems that emphasizes the importance of perpetual feedback loops.

AI-Powered Neural Network Libraries built with Claude-Flow Swarm Orchestration. Live demo from Agentics Foundation meetup in Toronto - showcasing how 10 specialized AI agents built production-ready neural network frameworks worth $882K+ in a single session.

Realtime all-sky radar in the browser: live ADS-B aircraft, SGP4 satellites, sun/moon, and Rust/WASM anomaly scoring on a polar sky dome. No build step, no keys, no backend.

The goal of this project is to create a modular Agentic Python framework for robotics that can be used to develop specific robotic applications for various types of robots, IoT, and physical devices. The initial focus will be on the hospitality sector, with a longer-term focus on transitioning to consumer usage such as household tasks.

Pygentic is an innovative system designed to enhance the capabilities of AI assistants by providing a flexible and standardized API.

Helix — a private, local-first, anti-hallucination Personal Health Intelligence platform on the ruvnet stack (Ruflo + RuVector + Cognitum Seed + MetaHarness/Darwin).

High-performance AI-powered auto-tune and music enhancement system for Raspberry Pi 4. Corrects pitch, timing, and tonal quality in real-time using self-learning AI powered by ruvector.

A sample ChatGPT API Gateway. A robust interface for interacting with third-party APIs using FastAPI

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Quantum-Secured Cryptocurrency

Scaffold and launch ChatGPT Developer Mode MCP servers in minutes. Runs via npx, generates OAuth or non-OAuth servers, required search/fetch tools, and JSON-RPC handlers. Built-ins: PKCE OAuth, Supabase auth, Fly.io deploy, dev scripts, tests, sample tools (search, fetch, analyze, generate). Production-ready defaults, clear docs. TypeScript-first.!

AI Hackerspace Consulting Collective (AiHCC)

A trading script for KuCoin that continuously places buy and sell orders based on market data and a predictive model by OpenAI's GPT-3.5

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A complete set of requirements—covering UX, CLI, and code—that builds on the previous pipeline for training and optimizing ONNX models with test‑time compute methods using DSPy. This document specifies user stories, command‐line interface arguments, and sample code snippets to guide implementation.

The open closed-loop OS for gamma-entrainment research — a Rust/WASM/edge harness to measure, adapt & compare 40 Hz multisensory stimulation protocols with signed, reproducible evidence. Research-grade, not a medical device.

Webhook endpoint for Fireflies transcripts with intent detection

This is a Streamlit-based UI for a GPT-3.5-powered venture capitalist bot. The bot is designed to help entrepreneurs engage in conversation with a virtual VC investor and answer questions for research purposes.

A multiplayer ai community where humans hang out in a web app and agents connect over SSH or MCP — sharing the same message boards, marketplace, doors, and a competitive benchmark Arena.

Obsidian plugin bridging your vault with the RuVector Brain — DiskANN semantic search, AIDefence scanning, pi.ruv.io federated sync, DPO pairs, agent-shared MCP backend.

One Library to Rule them all. npm @ruv.io/

rvFACE — face recognition SDK in Rust + WASM. Burn inference (CPU + WebGPU), detector/landmark/embedder pipeline, CLI + browser. Rust port of Faceplugin's open-source Face-Recognition-SDK.

AWS Dev enviroment

Power Prompt - Enhance ChatGPT & OpenAi interaction. Seamless conversations. Choose models, save templates, set temp, length & tokens.

Ai Game Builder

a language model Prompt trained by OpenAI that can classify text inputs based on emotions, personality traits, and clinical psychological traits.

This implementation creates a Cloudflare Worker that receives emails via Resend, parses calendar invites, and schedules a Bland.ai agent to join conference calls. The worker handles the entire process automatically, from receiving the email to scheduling the AI agent with specific instructions

Everything you need to use Supabase + Ai

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The Screenplay Generator is a web application that allows users to generate a TV or movie screenplay based on a scene template.

Structure-first audio separation via dynamic mincut — spectral graph methods in Rust

This project showcases a comprehensive authentication system using Supabase as the backend, implemented with both Streamlit and FastAPI frontends. It demonstrates how to build secure, user-friendly authentication flows in two popular Python web frameworks.

RuField MFS — the open specification for camera-free multimodal field sensing (WiFi/radar/ultrasound/IR/quantum → one privacy-aware, provenance-rich, fusion-ready event model). v0.1 Rust reference stack.

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This project provides a FastAPI application to create and update GitHub gists using the GitHub API. It includes SQLite for persistence and is designed to run in a GitHub Codespace.

GPT Tax Advisor Bot is designed to help users prepare their tax returns by asking a series of questions and preparing a final tax document. The bot responds with one question at a time to guide users through the tax preparation process.

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rvCSI — edge RF sensing runtime: normalize WiFi CSI from Nexmon/ESP32/Intel/Atheros/file/replay into one validated CsiFrame schema, run reusable DSP, emit typed confidence-scored events, bridge to RuVector. Rust + @ruv/rvcsi (npm) + rvcsi CLI + a Claude Code plugin.

CVE-bench — conformant reproduce-and-fix security benchmark from public CVEs + OSS fix-PRs/tests. Apply-patch -> run the security test (FAIL->PASS). Cost-Pareto leaderboard, PR-based submissions, nightly CI.

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A prompt building web application built in python with a retro style Unix web based command line interface

AI-powered bot duo for code gen, refining, web search, GitHub imports, file mgmt & Python libs, enabling a dynamic coding experience.

An AI agent that writes code for you

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Deterministic optical-AI front end in pure Rust: a learned phase mask compresses light into task-useful sensor pixels.

A powerful environment that combines Open Interpreter with Aider, enabling advanced coding capabilities from natural language instructions.

A backend-agnostic Rust crate with WASM support for quantum virtual machine scheduling. It parses OpenQASM 3, partitions device topologies into qubit tiles with buffer zones, bin-packs multiple jobs in space and time, and outputs a composite, provider-neutral QASM program with isolated classical results for each job. Ask ChatGPT

GPT API Cost Estimation for Enterprises

Agentic Artifacts is a tool for generating and managing CodeSandbox artifacts using AI. It leverages the power of Ai to create React components and other web development artifacts based on user prompts.

Repo Explainer — turn any GitHub repo into a visual explainer page. Pipeline + 5 live examples.

What if you could predict every election at an individual level for the entire world in real time?

Agentic Preview is an asynchronous FastAPI backend service that allows users to deploy preview environments using Fly.io.

rUv-Engineer - let's you describe UI using your imagination, then see it rendered live.

An open source code of the GitHub Copilot Workspace

Various Roo Mode Configurations

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🛡️ HackerOne meta-harness for AI agents — defender-side triage (dedupe, CVSS scoring, scope-check) AND researcher-side recon (scope analysis, OWASP/CWE mapping, report formatting). Safety-contained: no live API by default, mock-mode for $0 CI.

Automated Code Generation and Testing with OpenAI Codex and GitHub Integration built in Rust

a fork of a fork

Privacy-aware environmental digital twin for ambient/RF sensing in Rust — a typed, provenance-tracked graph of rooms, sensors, people & beliefs, geospatially grounded with predictive occupancy (OccWorld). ADR-139.

A cache-coherent vector execution fabric — sits in front of any vector store/lakehouse and makes queries fast. Part of the RuVector ecosystem.

pipackager is a tool to manage your PyPI package, including cleaning old distributions, building new ones, uploading to PyPI, version incrementing, and more.

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The Tatum ChatGPT Plugin is an OpenAPI plugin that allows the user to interact with the Tatum API using ChatGPT, including ERC20 and NFT minting operations.

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CodeCraft is a powerful command-line interface (CLI) tool that simplifies the installation and configuration of OpenDevin, an AI-driven coding assistant. With CodeCraft, you can easily set up and customize your OpenDevin environment, enabling you to leverage the power of AI to enhance your software development workflow.

A decentralized GPU marketplace platform

DreamFactory API Generation Platform - API Wrapper for SQL Server, Snowflake, MySQL, and more!

Industrial cooperative-UAV fleet coordination in Rust — formation keeping, Raft consensus, cooperative task allocation, RRT-APF collision avoidance & MAPPO navigation for civilian SAR / inspection / agriculture

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ruOS for MacBook Air 2012 — custom Linux with DJ, Spotify, Tailscale, and ruOS agent stack

An open-source, no-code agent building platform.

Q-Space, a cutting-edge deployment wizard designed to simplify the process of setting up and managing quantum computing applications using Azure Quantum and Azure Functions.

rvDNA — AI-native genomic analysis in pure Rust + WASM: biomarker risk scoring, 23andMe genotyping, CYP2D6/CYP2C19 pharmacogenomics, variant calling, protein prediction, epigenomics, and HNSW vector search.

An app that video streams console output to YouTube Live. Uses Python, Google/YouTube API, and Replit service.

A debugging and control layer for embodied graph systems — cut the wiring, measure the fracture, ask what structure made the failure inevitable.

A collection of SVG images by rUv

ChatGPT plugin for managing and understanding AWS costs using the AWS Price List API.

An experimental open-source attempt to make GPT-4 fully autonomous.

This Contextual Retrieval System enhances the accuracy and relevance of information retrieval by incorporating context into the search process. It leverages OpenAI's GPT-4 model, LlamaIndex, FastAPI, LiteLLM, and uses Supabase for both vector storage and document storage and management.

SWIRL AI Connect: AI infrastructure software that powers your Search & Retrieval Augmented Generation (RAG) applications. Simplify and enhance your AI pipelines with seamless integration of large language models (LLMs) and data sources.

Cognitum Claude Code plugins (MCP server registration for cognitum.one/mcpSse)

DevOps Notebooks Built with Markdown

High-performance quantum computing in pure Rust + WebAssembly: state-vector circuit simulator with SIMD & noise models, VQE, Grover, QAOA, surface-code error correction, and real-time coherence via dynamic min-cut.

Public repo frontend for ontology

A web application for creating, managing, and testing algorithms using Litestar, Piccolo, and Jupyter.

peer 2 peer GPT

A curated list of Dapps featured in the Valora wallet.

An experimental open-source attempt to make GPT-4 fully autonomous.

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Created with CodeSandbox

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A collection of projects designed to help developers quickly get started with building deployable applications using the Anthropic API

Agent-based automation, focusing on browser tasks.

ruvn — AI research harness that turns a question into a graded, cited evidence dossier (gamma-entrainment / 40 Hz protocol research). 9 hosts, OpenRouter-validated.

Publish videos for agentics foundation

Autonomous Feedback Loops: AIConverse is an innovative project focused on utilizing AI-powered feedback loops.

An experimental open-source attempt to make GPT-4 fully autonomous.

Use Ai to dynamically Create Dashboards

Explore machine learning and data science with Codespaces

An experimental open-source attempt to make GPT-4 fully autonomous.

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Verbatim mirror of the git.drupal.org repository for Drupal core. Please see the https://github.com/drupal/drupal#contributing. PRs are not accepted on GitHub.

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Git-based Visual CMS for Deno, </> htmx and Tailwind apps. Deploy on any Deno-compatible host.

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Sonic Chamber — open-source Acoustic Digital Human Workbench for USCT simulation, 3D tissue reconstruction & multimodal medical fusion. The open alternative to Midjourney Medical. Runs in-browser via WASM.

Open sourced predictions, execution logs, trajectories, and results from model inference + evaluation runs on the SWE-bench task.

Platform Evolution Engine. Distill the best from the combinatorial mess.

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AI Observability & Evaluation

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This is the documentation for Roo Code (prev. Roo Cline), an AI-powered autonomous coding agent that lives in your editor.

Sample Starting

Autonomous agents proving theorems in Lean 4 - Seti@Home but for maths proofs using LLMs. Git is the queue, the kernel is the gate, no sorry survives.