A curated, structured collection of open-source repositories, grouped by sector and category, cross-linked by shared tags. sources.json is the single source of truth; this file and the graph visualization are both generated from it.
- Live demo
- How this repository works
- Adding a source
- Contributing securely (approved agents)
- Graph visualization
- Demo GIF
- Sectors
- Catalog
- License
sources.jsonholds every tracked source: URL, provider, taxonomypath, tags, license, and GitHub star score.- This file (
README.MD) is generated fromsources.jsonbyscripts/generate-readme.js— do not edit it directly. AGENTS.MDdocuments the ruleset for adding sources correctly (dedup, taxonomy, tagging conventions) for both humans and AI agents.web/is a Next.js app that renders the same data as an interactive graph (node size = stars, edges = shared tags, clusters = sector).
node scripts/add-source.js \
--url "https://github.com/owner/repo" \
--path "Sector>Category>Subcategory" \
--tags tag-one,tag-two
This automatically rejects duplicates, detects the provider, fetches GitHub stars/license, and regenerates this README. See AGENTS.MD for full conventions. Refresh star counts periodically with:
node scripts/refresh-scores.js
Entries only enter sources.json through an approved, verifiable agent. A pull request that changes sources.json or README.MD must carry a cryptographic attestation, committed as agent-attestation.json, proving the change was produced by an agent listed in agents/approved-agents.json. The approved-agent-gate CI check re-validates the added entries against the mechanical policy and verifies the attestation's Ed25519 signature and content digests; a raw, hand-edited catalog change fails the check.
Only public keys live in the repository — signing keys are held as CI secrets or on an operator's machine and are never committed. See docs/agent-gateway.md for the trust model and how to become an approved agent.
The live version is deployed via GitHub Pages: https://ofcskn.github.io/awesome-repo-graph/.
To run it locally instead:
cd web && npm install && npm run dev
Renders an interactive, GSAP-animated graph of every source at localhost:3000 — circle size reflects star count, edges connect sources sharing tags.
The animated demo above (assets/demo.gif) is generated, not hand-made. On every push to main, a workflow builds the graph, drives it through a scripted scene (initial render → tag filter → zoom → inspect a node → settle) with a headless browser, and assembles the frames into an optimized looping GIF that is committed back — so the demo always reflects the current site.
To regenerate it locally:
cd web && npm ci && npm run build
cd ../tools/demo-capture && npm install && npx playwright install --with-deps chromium
npm run capture:demo
ffmpeg must be on your PATH. The scene and all tunables (frame rate, size, per-beat frame counts) live in tools/demo-capture/scene.mjs; see docs/demo-capture.md for details.
- Frontend Engineering — 12 sources
- AI Agent Tooling — 33 sources
- DevOps & Infrastructure — 1 source
- Game Development — 21 sources
- Backend Engineering & APIs — 24 sources
- Machine Learning & Data Science — 21 sources
- Blockchain & Decentralized AI — 46 sources
- Developer Productivity & CLI Tools — 1 source
Frontend Engineering — 12 sources
- award-winning-website
★ 1,021 ·gsaplanding-page - jsm_gta_vi_landing
★ 196 ·gsaplanding-page - Truus.co-Awwward-Website — Vanilla HTML/CSS/JS site built with GSAP, ScrollTrigger, and Lenis featuring experimental layout, cursor interaction, and dense motion design.
★ 117 ·gsaplanding-pagescrolltrigger - 3D-Landing-page-for-Apple-iPhone — 3D iPhone product landing page using Three.js for rendering and GSAP/ScrollTrigger for scroll-controlled camera and product animation.
★ 109 ·gsaplanding-pagethreejsscrolltrigger - capsule — React, Vite, Tailwind, and GSAP recreation of the Awwwards-winning Capsule site's complex animations.
★ 69 ·gsaplanding-pagetailwind - SpyltMilk-clone — Single-product Awwwards clone with bold, colorful motion design built with React, Tailwind, and GSAP.
★ 38 ·gsaplanding-pagetailwind - svelte-gsap-template — Production-oriented, MIT-licensed creative agency landing page template built with Svelte 5, GSAP 3, and Tailwind CSS 4, featuring spatial typography and hardware-accelerated motion.
★ 36 ·gsaplanding-pagesveltetailwind - gentlerain.ai — Clone of the Gentlerain.ai Awwwards site built with GSAP, Three.js, and Lenis, showing WebGL and GSAP used together.
★ 32 ·gsaplanding-pagethreejswebgl - JeskoJets-ScrollAnimation — Scroll animation that zooms into the hero area instead of sliding past it, for perspective and 3D transition effects.
★ 18 ·gsaplanding-pagescrolltrigger - threejs-gsap-scroller — Isolated example binding a Three.js 3D object to a ScrollTrigger timeline for scroll-controlled camera movement and 3D scenes.
★ 14 · MIT ·gsaplanding-pagethreejsscrolltrigger - cocktails-gsap — Scroll-driven landing page built with React, Tailwind, and GSAP, with a clean folder structure for studying advanced GSAP animations.
★ 13 ·gsaplanding-pagetailwind - Magma_Landing-Page_Clone — GSAP, ScrollTrigger, Locomotive Scroll, and HTML Canvas clone with scroll-driven canvas frame changes, zoom, and scene transitions.
★ 2 · MIT ·gsaplanding-pagescrolltriggercanvas
AI Agent Tooling — 33 sources
- strix — Open-source AI-powered penetration testing agent that autonomously finds and fixes application vulnerabilities.
★ 39,715 · Apache-2.0 ·ai-agentpenetration-testingsecuritypython
- chrome-devtools-mcp — Official Chrome DevTools MCP server letting coding agents control and debug the browser directly.
★ 46,517 · Apache-2.0 ·mcp-serverchrome-devtoolsdebuggingtypescript - page-agent — In-browser GUI agent from Alibaba that controls web interfaces via natural language.
★ 25,579 · MIT ·ai-agentbrowser-automationgui-agentjavascript - smolagents/computer-agent — A Hugging Face Space for an AI agent designed to interact with a computer, featuring a web-based graphical user interface built with Gradio.
ai-agentgui-agentautomationgradio
- gemini-cli — An open-source AI agent that integrates Google Gemini capabilities into the command-line interface.
★ 105,879 · Apache-2.0 ·ai-agentcliterminalmcp-servertypescriptgemini - herdr — High-performance Rust-based terminal multiplexer for running multiple AI agents at once.
★ 14,900 · NOASSERTION ·terminal-multiplexerai-agentrust - agents-cli — Official Google CLI and skill pack specializing any coding assistant in building, evaluating, and deploying AI agents on Google Cloud.
★ 4,958 · Apache-2.0 ·google-cloudagent-development-kitcli
- unity-mcp — Bridges AI assistants with the Unity Editor to automate scene control and asset management.
★ 12,287 · MIT ·mcp-serverunitygame-development
- terax-ai — A 7MB terminal-first local AI development workspace.
★ 8,421 · Apache-2.0 ·local-aiterminallightweight
- caveman — Claude Code skill that reduces token usage by up to 65% via compressed, cavemen-style context.
★ 87,381 · MIT ·claude-codeskilltoken-optimizationjavascript
- codex-plugin-cc — Plugin that runs OpenAI Codex from within Claude Code, bridging two agent systems for delegation and review.
★ 27,212 · Apache-2.0 ·claude-codecodexpluginagent-delegation - harness — Meta-skill plugin for Claude Code that designs domain-specific agent teams by architecture pattern and generates the skills they use.
★ 8,275 · Apache-2.0 ·claude-codeagent-teamsskillsmeta-skill
- ECC — Agent performance optimization system for Claude Code, Codex, and Cursor providing skills, instincts, and memory management.
★ 227,972 · MIT ·agent-harnessskillsmemoryclaude-codecodexcursor
- video-use — Automates video editing workflows using browser-use-powered coding agents.
★ 16,301 · MIT ·video-editingbrowser-useautomation
- career-ops — Go-based AI-powered job search system built on Claude Code with a dashboard and 14 skill modes.
★ 59,402 · MIT ·job-searchdashboardgoai-agent - lenserfight — Platform for parameterized prompts, AI-agent workflows, a community forum, and prompt battles.
★ 12 · MIT ·ai-agentprompt-engineeringworkflow-automationautomation
- openclaw
★ 382,401 · NOASSERTION ·ai-agentagent-framework - superpowers — Agentic skill framework and software development methodology.
★ 251,111 · MIT ·agent-frameworkskillssoftware-development-methodology - hermes-agent — Extensible AI agent with persistent memory designed to adapt to its user over time.
★ 212,366 · MIT ·ai-agentagent-frameworkllmmemory - agency-agents — End-to-end AI agency framework composed of specialized expert agents (frontend, community management, etc.).
★ 129,854 · MIT ·agent-frameworkmulti-agentfrontendcommunity-management - ai-berkshire — Value-investing research framework for Claude Code and Codex combining multiple investor methodologies via a multi-agent architecture.
★ 12,429 · MIT ·claude-codecodexvalue-investingmulti-agent - codec — An open-source intelligent command layer and framework for building and running local AI agents, supporting voice interaction and self-hosted deployments.
★ 101 · MIT ·ai-agentagent-frameworklocal-aiself-hostedmacospython
- OmniRoute — Free AI gateway for coding assistants routing 200+ LLM providers through one endpoint, with token compression and MCP/A2A support.
★ 14,471 · MIT ·llm-gatewaymcpa2atoken-compression - CubeSandbox — Tencent Cloud's open-source sandbox for running AI agents in concurrent, secure, isolated environments.
★ 9,392 · NOASSERTION ·sandboxagent-infrastructuretencent-cloudrust - agent-toolkit-for-aws — Officially supported MCP servers and plugin pack for AI coding agents to interact with AWS services.
★ 1,806 · Apache-2.0 ·awsmcpagent-toolkit
- Agent-Reach — Capability layer giving AI agents zero-fee read/search access to Twitter, Reddit, YouTube, GitHub, and more.
★ 54,042 · MIT ·ai-agentweb-searchsocial-mediacli - hiring-agent — AI agent that autonomously reads, evaluates, and scores resumes for hiring workflows.
★ 5,346 · MIT ·hiringresume-parsingai-agent
- ai-website-cloner-template — Template that uses AI coding agents to analyze and clone a website's design into a modern Next.js/Tailwind project.
★ 27,267 · MIT ·nextjstailwindwebsite-cloningcoding-agent - design.md — Google Labs format for conveying design systems and visual identity to coding agents via combined YAML/Markdown files.
★ 25,541 · Apache-2.0 ·design-systemyamlcoding-agentui-generation - openpencil — Open-source AI vector design tool turning natural-language prompts into UI designs, with code output for React, Tailwind, Flutter, and SwiftUI.
★ 3,999 · MIT ·design-as-codevector-designui-generationmulti-agent
- MinerU — Document parsing engine converting PDF/DOCX/PPTX into Markdown/JSON for RAG and agent workflows, with VLM/OCR support.
★ 74,113 · NOASSERTION ·document-parsingragocrpdf
- awesome-multi-agent-papers — A curated list of notable research papers on multi-agent LLM systems, maintained by kyegomez.
★ 1,604 · NOASSERTION ·multi-agentllmai-agent
- n8n — Fair-code workflow automation platform with native AI capabilities, 400+ integrations, and self-hosting.
★ 195,893 · NOASSERTION ·workflow-automationautomationlow-codeself-hosted
DevOps & Infrastructure — 1 source
- container — Apple's official open-source tool for creating and running Linux containers as lightweight VMs on macOS, optimized for Apple Silicon.
★ 47,336 · Apache-2.0 ·containersmacosapple-siliconswiftoci
Game Development — 21 sources
- Kenney — Free game asset packs (sprites, 3D models, UI kits, audio) and starter tools for game developers.
game-developmentgame-assets
- Godot — Full-featured cross-platform game engine supporting 2D and 3D development with its own scripting language and editor.
★ 113,866 · MIT ·game-engine2d3dopen-source - Bevy — Data-driven game engine written in Rust built around a built-in entity component system.
★ 47,086 · Apache-2.0 ·game-enginerustecs
- Phaser — Fast, free HTML5 game framework for building 2D games that run in desktop and mobile browsers.
★ 39,927 · MIT ·2djavascripthtml5webgl - raylib — Simple and easy-to-use C library for programming games, with 2D and 3D rendering support.
★ 33,746 · Zlib ·csimple2d3d - libGDX — Cross-platform Java game development framework for desktop, Android, iOS, and web.
★ 25,201 · Apache-2.0 ·javacross-platform2d - Flame — Modular 2D game engine built on top of Flutter for building cross-platform games in Dart.
★ 10,662 · MIT ·flutterdart2d - Excalibur.js — Free and open-source 2D game engine written in TypeScript for making browser and mobile games.
★ 2,307 · BSD-2-Clause ·typescript2dhtml5
- Babylon.js — Powerful, real-time 3D rendering engine for the web using WebGL, WebGPU, and WebXR.
★ 25,746 · Apache-2.0 ·3dwebgljavascripttypescript
- Jolt Physics — Multi-core friendly 3D rigid-body physics and collision detection library used in AAA games.
★ 10,650 · MIT ·physics3dcpp - Box2D — Widely used 2D rigid-body physics engine used in many commercial and indie games.
★ 10,017 · MIT ·physics2dc - Rapier — Cross-platform 2D and 3D physics engine written in Rust for games and simulations.
★ 5,496 · Apache-2.0 ·physicsrust2d3d
- EnTT — Fast and reliable entity-component-system (ECS) library written in modern C++.
★ 12,877 · MIT ·ecscppheader-only
- osu! — Free-to-win rhythm game client and editor supporting multiple gameplay modes.
★ 18,628 · MIT ·rhythm-gamecsharpopen-source-game - OpenRA — Open-source game engine reimplementing classic Command & Conquer, Red Alert, and Dune 2000 era RTS games.
★ 17,048 · GPL-3.0 ·rtsopen-source-gamemono - OpenRCT2 — Open-source reimplementation of RollerCoaster Tycoon 2 with extended functionality and modding support.
★ 15,923 · GPL-3.0 ·simulationopen-source-game - Unciv — Open-source recreation of Civilization V as a turn-based strategy game for desktop and mobile.
★ 10,924 · MPL-2.0 ·strategyopen-source-gamekotlin - Veloren — Open-world multiplayer voxel RPG written in Rust, inspired by Cube World and Dwarf Fortress.
★ 7,388 · GPL-3.0 ·rpgvoxelrustopen-source-game
- GameNetworkingSockets — Reliable and unreliable UDP-based networking library from Valve for peer-to-peer and client-server games.
★ 9,760 · BSD-3-Clause ·netcodemultiplayerudpcpp - Mirror Networking — High-level networking library for the Unity game engine used to build multiplayer games.
★ 6,241 · MIT ·unitynetcodemultiplayer
- Recast & Detour — Navigation mesh generation and pathfinding toolkit widely used for game AI movement.
★ 7,793 · Zlib ·navmeshpathfindingcpp
Backend Engineering & APIs — 24 sources
- hoppscotch — Hoppscotch is an open-source API development ecosystem providing tools for testing and developing APIs across web, desktop, and CLI environments. It serves as an alternative to proprietary API clients like Postman and Insomnia.
★ 79,773 · MIT ·clitypescriptapiapi-clientapi-testingdeveloper-tool
- NestJS — Progressive Node.js framework for building efficient, scalable server-side applications with TypeScript.
★ 76,131 · MIT ·typescriptnodeweb-frameworkdependency-injection - Fiber — Go web framework inspired by Express, built on top of fasthttp for high performance.
★ 39,936 · MIT ·goweb-frameworkhttpfasthttp - Encore — Backend development platform for building type-safe distributed systems with built-in infrastructure provisioning.
★ 12,132 · MPL-2.0 ·gotypescriptbackend-frameworkinfrastructure-as-code
- etcd — Distributed, reliable key-value store used for shared configuration and service discovery.
★ 51,965 · Apache-2.0 ·databasedistributedkey-value-storeconsensusraft - ClickHouse — Column-oriented database management system for real-time analytics with SQL support.
★ 48,555 · Apache-2.0 ·databaseolapcolumnaranalyticssql - Dgraph — Distributed graph database with native GraphQL query support built for horizontal scalability.
★ 21,733 · Apache-2.0 ·databasegraph-databasedistributedgraphql - QuestDB — High-performance time-series database with SQL support optimized for fast ingestion and analytics.
★ 17,164 · Apache-2.0 ·databasetime-seriessqlanalytics - TiKV — Distributed transactional key-value database written in Rust, originally created to complement TiDB.
★ 16,758 · Apache-2.0 ·databasedistributedkey-value-storerust
- Prisma — Next-generation TypeScript ORM with auto-generated type-safe query client and migration tooling.
★ 46,354 · Apache-2.0 ·ormtypescriptdatabasequery-builder - GORM — Feature-rich ORM library for Go supporting associations, migrations, and multiple database backends.
★ 39,842 · MIT ·ormgodatabasesql - Drizzle ORM — Lightweight TypeScript ORM with a SQL-like query builder and zero runtime overhead.
★ 35,051 · Apache-2.0 ·ormtypescriptsqlquery-builder
- Apache Kafka — Distributed event streaming platform for high-throughput publish-subscribe messaging and log storage.
★ 33,122 · Apache-2.0 ·message-queueevent-streamingdistributedjava - NATS Server — High-performance messaging system for cloud-native, pub-sub, and request-reply communication patterns.
★ 20,154 · Apache-2.0 ·message-queuepub-subgocloud-native - Apache Pulsar — Cloud-native distributed messaging and streaming platform with multi-tenancy and geo-replication.
★ 15,291 · Apache-2.0 ·message-queueevent-streamingdistributedjava
- Kong — Cloud-native API gateway and AI gateway built on top of NGINX for managing microservices traffic.
★ 43,743 · Apache-2.0 ·api-gatewaymicroservicesproxyopenresty - Envoy — Cloud-native high-performance edge and service proxy designed for large microservice architectures.
★ 28,526 · Apache-2.0 ·proxyservice-meshcppload-balancer - Apache APISIX — Dynamic, real-time, high-performance cloud-native API gateway built on top of Nginx and etcd.
★ 16,814 · Apache-2.0 ·api-gatewaymicroservicesproxylua
- Asynq — Go library for distributed task queues backed by Redis with retries, scheduling, and web UI monitoring.
★ 13,487 · MIT ·task-queuebackground-jobsgoredis - BullMQ — Node.js and TypeScript queue library backed by Redis for reliable background job and message processing.
★ 9,075 · MIT ·task-queuebackground-jobsnoderedistypescript
- Dapr — Portable, event-driven runtime that provides building blocks for resilient distributed microservice applications.
★ 25,912 · Apache-2.0 ·microservicesdistributed-systemssidecarcloud-native - Temporal — Durable execution platform for orchestrating reliable, long-running microservice workflows.
★ 21,445 · MIT ·workflow-enginemicroservicesdistributed-systemsorchestration
- tRPC — Framework for building end-to-end type-safe APIs in TypeScript without schemas or code generation.
★ 40,406 · MIT ·rpctypescriptapitype-safety - Hasura GraphQL Engine — Instant realtime GraphQL API layer generated over new or existing databases with fine-grained access control.
★ 32,078 · Apache-2.0 ·graphqlapidatabaserealtime
Machine Learning & Data Science — 21 sources
- tensorflow — TensorFlow is an open-source machine learning framework designed for everyone, supporting deep learning and neural networks. It provides tools for building and deploying machine learning models, including capabilities for distributed computing.
★ 196,207 · Apache-2.0 ·pythonmachine-learningdeep-learningneural-networkframeworkdistributed-computing
- Transformers — A library of pretrained deep learning models and utilities for natural language processing, computer vision, and audio tasks.
★ 162,299 · Apache-2.0 ·pythondeep-learningnlppretrained-modelspytorch - Keras — A high-level deep learning API for Python that runs on top of TensorFlow, JAX, or PyTorch backends.
★ 64,152 · Apache-2.0 ·pythondeep-learningneural-networktensorflowjax
- pandas — A fast, powerful, and flexible data analysis and manipulation library for Python built around the DataFrame.
★ 49,144 · BSD-3-Clause ·pythondataframedata-analysisdata-processing - Polars — A fast multi-threaded DataFrame library for Rust and Python built on an Apache Arrow columnar format.
★ 38,934 · MIT ·rustdataframedata-processingperformance - Apache Arrow — A cross-language development platform for in-memory columnar data with libraries for efficient analytics and data interchange.
★ 16,909 · Apache-2.0 ·columnardata-formatdata-processinginteroperability
- Bokeh — An interactive data visualization library for Python that targets modern web browsers for presentation.
★ 20,409 · BSD-3-Clause ·pythondata-visualizationinteractiveweb - Plotly.py — An interactive, open-source graphing library for Python supporting a wide range of statistical, scientific, and financial chart types.
★ 18,663 · MIT ·pythondata-visualizationchartsinteractive
- scikit-learn — A Python library providing simple and efficient tools for classical machine learning, including classification, regression, and clustering.
★ 66,622 · BSD-3-Clause ·pythonmachine-learningclassical-mldata-science - XGBoost — A scalable, distributed gradient boosting library used for classification, regression, and ranking problems.
★ 28,535 · Apache-2.0 ·gradient-boostingmachine-learningclassical-mlcpp - LightGBM — A fast, distributed, high-performance gradient boosting framework based on decision tree algorithms.
★ 18,535 · MIT ·gradient-boostingmachine-learningclassical-mlcpp - CatBoost — A high-performance gradient boosting library with built-in support for categorical features.
★ 9,020 · Apache-2.0 ·gradient-boostingmachine-learningclassical-mlcategorical-features
- MLflow — An open-source platform for managing the end-to-end machine learning lifecycle, including experiment tracking, model packaging, and deployment.
★ 26,895 · Apache-2.0 ·mlopsexperiment-trackingmodel-registrydeployment - DVC — A version control system for machine learning projects that tracks datasets, models, and experiment pipelines alongside code.
★ 15,723 · Apache-2.0 ·data-versioningmlopsexperiment-trackingreproducibility - Weights & Biases — A tool for tracking machine learning experiments, visualizing metrics, and managing model artifacts and datasets.
★ 11,164 · MIT ·experiment-trackingmlopsvisualizationcollaboration
- Unsloth — A library for faster, memory-efficient fine-tuning of large language models.
★ 67,851 · Apache-2.0 ·fine-tuningllmloratraining-speedup - DeepSpeed — A deep learning optimization library that makes distributed training and inference easy, efficient, and effective at scale.
★ 42,665 · Apache-2.0 ·distributed-trainingdeep-learningoptimizationlarge-models - PEFT — A library of parameter-efficient fine-tuning methods for adapting large pretrained models without retraining all their parameters.
★ 21,371 · Apache-2.0 ·fine-tuningloraparameter-efficienttransformers
- JupyterLab — The next-generation web-based user interface for Project Jupyter, providing a flexible IDE-like environment for notebooks, code, and data.
★ 15,224 · BSD-3-Clause ·jupyterjupyterlabinteractive-computingide - Jupyter Notebook — A web-based interactive computing environment for creating and sharing documents that combine live code, equations, visualizations, and text.
★ 13,233 · BSD-3-Clause ·jupyternotebookinteractive-computingpython
- spaCy — An industrial-strength natural language processing library for Python featuring tokenization, tagging, parsing, and named entity recognition.
★ 33,719 · MIT ·nlppythontext-processinglinguistics
Blockchain & Decentralized AI — 46 sources
- Artificial Intelligence — Overview of intelligence demonstrated by machines, in contrast to natural intelligence displayed by humans and animals.
wikipediaartificial-intelligencereference - Blockchain — A growing list of records, called blocks, that are linked using cryptography.
wikipediablockchainreference - Machine Learning — The scientific study of algorithms and statistical models that computer systems use to perform tasks without explicit instructions.
wikipediamachine-learningreference
- Blockchain-based Machine Learning Marketplaces — Fred Ehrsam, March 13, 2018 — on marketplaces for machine learning models built on blockchain.
commentaryml-marketplace - Decentralizing AI: Dreamers vs. Pragmatists — Jesus Rodriguez, May 23, 2019 — commentary on the practical challenges of decentralizing AI.
commentarydecentralized-ai - How the Blockchain Could Break Big Tech's Hold on A.I. — New York Times, October 20, 2018 — how blockchain-based data/model sharing could challenge Big Tech's AI dominance.
commentarydecentralized-ai - How to Actually Combine AI and Blockchain in One Platform — Hacker Noon, June 7, 2018 — practical approaches to combining AI and blockchain in a single platform.
commentarydecentralized-ai - The convergence of AI and Blockchain: what's the deal? — Francesco Corea, December 1, 2017 — an early look at where AI and blockchain intersect.
commentarydecentralized-ai
- Alethea AI — A research and development studio building at the intersection of Generative AI and Blockchain.
decentralized-aigenerative-ai - Bittensor — An open-source protocol powering a decentralized, blockchain-based machine learning network.
decentralized-aimachine-learningprotocol - Cortex Labs — A decentralized AI platform with a virtual machine that allows executing AI programs on-chain.
decentralized-aion-chain-inference - Fetch.ai — A decentralized machine learning platform based on a distributed ledger, enabling secure sharing, connection, and transactions based on data globally.
decentralized-aidistributed-ledgerai-agent - Intuition Fabric — Aims to democratize access to AI through a network of deep learning models stored on IPFS and accessed through the Ethereum blockchain.
decentralized-aiethereumipfs - MATRIX AI — A public chain combining AI technology with blockchain to solve challenges stifling blockchain adoption, using a blockchain-powered decentralized computing platform.
decentralized-aipublic-chain - OpenMined — A community building open-source technology for the decentralized ownership of data and intelligence, enabling AI to train on data it never accesses directly.
decentralized-aiprivacyfederated-learning - Oraichain — An intelligent and secure solution for emerging Web3, scalable dApps, and decentralized AI.
decentralized-aiweb3oracle - Raven Protocol — A decentralized and distributed deep-learning training protocol.
decentralized-aideep-learning - SingularityNET — A distributed AI platform on the Ethereum blockchain, with each blockchain node backing up an AI algorithm.
decentralized-aiethereumai-marketplace - Thought Network — A blockchain-enabled fabric that embeds artificial intelligence into data, making it agile, actionable, and inherently secure.
decentralized-aidata-fabric - Vanna Labs — An Ethereum L2 rollup that supports native, seamless, and trustless AI/ML inferences on-chain to empower decentralized applications.
decentralized-aiethereumlayer-2on-chain-inference
- Decentralized & Collaborative AI on Blockchain — A framework to host and train publicly available machine learning models in smart contracts with incentive mechanisms encouraging good-quality training data.
★ 607 · MIT ·decentralized-aismart-contractcollaborative-ml - Danku — A blockchain-based protocol for evaluating and purchasing ML models on a public blockchain such as Ethereum.
★ 147 ·decentralized-aiethereumsmart-contract
- Ocean Protocol — A decentralized data exchange protocol that lets people share and monetize data while guaranteeing control, auditability, transparency, and compliance.
decentralized-aidata-marketplace
- DeepBrain Chain — A decentralized AI computing platform that supplies processing power to companies developing AI technologies.
decentralized-computedecentralized-ai - Nunet — A globally decentralized computing framework combining latent computing power of independently owned devices into a dynamic marketplace of compute resources.
decentralized-computecompute-marketplace - Phala Network — A decentralized off-chain compute infrastructure for Web3 development.
decentralized-computeweb3 - TrueBit — Gives Ethereum smart contracts a computational boost.
decentralized-computeethereum
- Cindicator — A crowd-sourced prediction engine for financial and crypto indicators.
decentralized-aifinanceprediction-market - Erasure — A decentralized protocol and data marketplace for financial predictions.
decentralized-aifinancedata-marketplace - Numerai — A hedge fund powered by a network of anonymous data scientists who build machine learning models on encrypted data and stake cryptocurrency to express confidence in their models.
decentralized-aifinancemachine-learning
- BurstIQ — A healthcare data marketplace with granular ownership and consent of data; on-chain storage on a custom blockchain supports HIPAA, GDPR, and other regulations.
decentralized-aihealthcarehipaagdpr - doc.ai — Aims to decentralize precision medicine on the blockchain using AI.
decentralized-aihealthcare
- AgentFund — A decentralized crowdfunding infrastructure for autonomous AI agents on Base blockchain, enabling milestone-based escrow funding for AI projects and collaborations.
★ 3 · MIT ·ai-agentcrowdfundingbaseescrow - Hashgraph Online (HOL) — Universal agentic registry built on Hedera Hashgraph, providing blockchain-based identity for AI agents via the ERC-8004 standard and HCS-14 Universal Agent IDs, enabling discovery, verification, and autonomous commerce via x402.
ai-agenthashgraphagent-identityx402
- A Mining Pool Solution for Novel Proof-of-Neural-Architecture Consensus — Li, B., Lu, Q., Jiang, W., Jung, T., & Shi, Y. (2021). IEEE ICBC 2021, pp. 1-3.
academic-paperproof-of-neural-architectureconsensus - Analysis of Models for Decentralized and Collaborative AI on Blockchain — Harris, J. D. (2020). International Conference on Blockchain, pp. 142-153. Springer, Cham.
academic-papercollaborative-ml - BlockML: A Useful Proof of Work System Based on Machine Learning Tasks — Merlina, A. (2019). Proceedings of the 20th International Middleware Conference Doctoral Symposium, pp. 6-8.
academic-paperproof-of-useful-work - Coin.AI: A Proof-of-Useful-Work Scheme for Blockchain-based Distributed Deep Learning — Baldominos, A., & Saez, Y. (2019). Entropy, 21(8), 723.
academic-paperproof-of-useful-workdeep-learning - Decentralized and Collaborative AI on Blockchain — Harris, J. D., & Waggoner, B. (2019). IEEE Blockchain 2019, pp. 368-375.
academic-papercollaborative-ml - DLBC: A Deep Learning-Based Consensus in Blockchains for Deep Learning Services — Li, B., Chenli, C., Xu, X., Shi, Y., & Jung, T. (2019). arXiv:1904.07349.
academic-paperconsensusdeep-learning - Energy-recycling Blockchain with Proof-of-Deep-Learning — Chenli, C., Li, B., Shi, Y., & Jung, T. (2019). IEEE ICBC 2019, pp. 19-23.
academic-paperproof-of-deep-learningconsensus - Hyperparameter Optimization Using Sustainable Proof of Work in Blockchain — Mittal, A., & Aggarwal, S. (2020). Frontiers in Blockchain, 3, 23.
academic-paperhyperparameter-optimizationproof-of-work - On the Convergence of Artificial Intelligence and Distributed Ledger Technology: A Scoping Review and Future Research Agenda — Pandl, K. D., Thiebes, S., Schmidt-Kraepelin, M., & Sunyaev, A. (2020). IEEE Access, 8, 57075-57095.
academic-paperscoping-reviewdistributed-ledger - Proof of Federated Learning: A Novel Energy-Recycling Consensus Algorithm — Qu, X., Wang, S., Hu, Q., & Cheng, X. (2021). IEEE Transactions on Parallel and Distributed Systems, 32(8), 2074-2085.
academic-paperfederated-learningconsensus - Proof of Learning (PoLe): Empowering Machine Learning with Consensus Building on Blockchains — Lan, Y., Liu, Y., & Li, B. (2020). arXiv:2007.15145.
academic-paperproof-of-learningconsensus - WekaCoin: Proof-of-learning, a Blockchain Consensus Mechanism Based on Machine Learning Competitions — Bravo-Marquez, F., Reeves, S., & Ugarte, M. (2019). IEEE DAPPCON 2019, pp. 119-124.
academic-paperproof-of-learningconsensus
Developer Productivity & CLI Tools — 1 source
- User-Agent Switcher — A browser extension designed to easily override the browser's User-Agent string.
javascriptdeveloper-toolbrowser-extensionuser-agentfirefox
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