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The ranking tables show one short line per project. This page keeps the full description behind each line, so nothing is lost.
| Project | In the table | Full description |
|---|---|---|
| morluto/rea | Let AI clone any software for you | Reverse engineers stare at assembly for days; this lets AI just tell you what a program does. Hooks into Ghidra so an unreadable binary gets explained in one sentence. |
| anomalyco/opencode | An open-source AI that writes code in your terminal | Write code with AI right in your terminal, no browser tab needed. Supports many models, rivals Claude Code and Codex, free and open source. |
| stablyai/orca | Several AIs write at once, see which one works best | Run several AI coding agents on one desktop and compare who writes better. Each agent gets its own workspace, so they never step on each other. |
| cloudflare/security-audit-skill | One AI hunts security holes, a fresh AI verifies each | Have AI audit its own code for vulnerabilities, then call in a second AI to challenge the findings. Built for the insecure code coding agents tend to write. |
| heygen-com/hyperframes | Can't edit video? Write it like a web page | Write video the way you write a web page and let AI render it. Coding agents can use it too, no editing software to learn. |
| DietrichGebert/ponytail | Less filler code from AI, the needed code done right | A cure for AI padding its code with filler. Teaches it to act like a lazy veteran: skip what you can, get right what you must write. |
| Graphify-Labs/graphify | Too big to read? Start with this map of the code | Turns a whole codebase into a map so AI sees at a glance which files call which. Big projects no longer need reading top to bottom. |
| openclaw/openclaw | An AI assistant that gets things done, on your own devices | Not a chatbot, an AI that actually gets work done. Runs across systems, deploys locally, and your data never leaves your computer. |
| deepseek-ai/deepseek-harness | Pick plugins and build the agent you want | DeepSeek's open-source agent harness (dsh). Everything is a plugin, so you assemble the agent you want. Developer preview: expect breaking changes. |
| affaan-m/ECC | Give your coding AI memory, skills and safety checks | A performance-tuning kit for agent harnesses: skills, learned instincts, memory, security checks and research-first development for Claude Code, Codex, OpenCode, Cursor and more. |
| yetone/magpie | Swap models in your coding AI; quota runs out, it carries on | One menu-bar app and local gateway that lets any coding agent use any model: Claude Code on Kimi, Codex on DeepSeek. When one quota runs out it moves to your next account. |
| Panniantong/Agent-Reach | Twitter, YouTube, Xiaohongshu: let AI search them for you | Gives your AI agent eyes on the whole internet. One command-line tool to read and search Twitter, Reddit, YouTube, GitHub, Bilibili and XiaoHongShu, with zero API fees. |
| Leonxlnx/taste-skill | Stop AI from making every page look the same | Agent skills that give coding agents taste: art direction, real reference images and a browser check, so they stop producing the generic average AI landing page. |
| nextlevelbuilder/ui-ux-pro-max-skill | UIs built by AI that look professionally designed | An AI skill that brings design intelligence to coding agents, so the UI/UX they build looks professional across multiple platforms and frameworks. |
| cheaper-inference/OmniRoute | One entry to over a thousand models, quota switches itself | A free MIT-licensed AI gateway: one endpoint for hundreds of providers and models, with quota-aware automatic fallback. Works with Claude Code, Codex, Cursor, OpenCode, Cline and Copilot. |
| paperclipai/paperclip | Many AIs at work, tasks and costs on one screen | Open-source app for running a team of AI agents like a company: assign goals, set budgets, and track work and costs from one dashboard. If OpenClaw is an employee, Paperclip is the company. |
| farion1231/cc-switch | Switch providers in one click, no config editing | Desktop all-in-one manager for Claude Code, Codex, Gemini CLI, OpenCode, OpenClaw and more: switch API providers in one click and manage MCP, Skills and Prompts without hand-editing config files. |
| NousResearch/hermes-agent | An AI helper that gets better the more you use it | A self-improving AI agent from Nous Research with a built-in learning loop: it builds skills from experience, improves them as it works, and reaches you on Telegram, Discord, Slack and more. |
| NVIDIA/SkillSpector | Check for traps before you install an AI skill | NVIDIA's security scanner for AI agent skills: checks vulnerabilities, prompt injection, data exfiltration and supply-chain risks in Claude Code, Codex and MCP skills before you install them. |
| addyosmani/agent-skills | Teach AI the working rules of veteran engineers | Production-grade engineering skills for AI coding agents: the workflows and quality gates senior engineers use, from spec to ship, packaged so agents follow them every time. |
| thedotmack/claude-mem | AI no longer forgets where it left off | Gives agents memory across sessions: it records what your agent does, compresses it with AI and feeds the relevant parts back into later sessions. Works with Claude Code, Codex, Gemini, OpenCode and more. |
| anthropics/skills | Learn to write Claude skills from the official examples | Anthropic's public repository of Agent Skills: folders of instructions, scripts and resources that Claude loads on demand, from creative work to testing web apps. Examples and inspiration for your own skills. |
| Project | In the table | Full description |
|---|---|---|
| astral-sh/uv | Install Python packages without the wait | Extremely fast Python package and project manager, written in Rust. |
| oven-sh/bun | Run, bundle, test, install: one tool does it all | All-in-one JavaScript runtime and toolkit: runtime, bundler, test runner, package manager. |
| biomejs/biome | Format and check web code with one tool | Fast formatter and linter for web projects; toolchain for JS/TS/JSON/CSS. |
| zed-industries/zed | Opens fast, and you can code together with others | High-performance, multiplayer code editor from the creators of Atom and Tree-sitter. |
| helix-editor/helix | A text editor with language server and highlighting built in | Modal text editor with built-in LSP, tree-sitter and multiple selections. |
| jdx/mise | Dev tools, env variables and tasks, in one tool | Dev tools version manager: polyglot runtime and env management in one. |
| cli/cli | Handle GitHub from the command line, no browser | GitHub’s official command-line tool for issues, PRs, Actions and more. |
| BurntSushi/ripgrep | Search a whole folder for text, faster than grep | Recursively search directories for a regex pattern, faster than grep. |
| Project | In the table | Full description |
|---|---|---|
| aquasecurity/trivy | Scan containers and code repos for security issues at once | All-in-one security scanner for containers, filesystems, git repos and more. |
| anchore/grype | Does your container image have vulnerabilities? Scan it | Vulnerability scanner for container images and filesystems. |
| semgrep/semgrep | Catch the problems in your code before you commit | Fast, lightweight static analysis for many languages; find bugs and enforce guards. |
| projectdiscovery/nuclei | Write one template, scan for vulnerabilities in bulk | Fast vulnerability scanner powered by simple YAML-based templates. |
| falcosecurity/falco | Know the moment something odd happens in the cloud | Cloud-native runtime security tool to detect anomalous activity. |
| google/osv-scanner | Are your dependencies safe? One scan tells you | Scan your dependencies against the OSV database for known vulnerabilities. |
| securego/gosec | Scan your Go code for security problems | Go security checker that inspects source for common insecure patterns. |
| OWASP/CheatSheetSeries | Concise cheat sheets on application security | OWASP cheat sheet series: concise security best practices. |
| Project | In the table | Full description |
|---|---|---|
| vercel/next.js | Build a whole site with React, front to back | The React framework for the web: SSR, routing, and full-stack features. |
| facebook/react | Build web and native app interfaces with one library | Library for building web and native user interfaces. |
| vuejs/core | Start with one small page, learn only what you use | The progressive JavaScript framework’s core runtime and compiler. |
| sveltejs/svelte | A compiler turns your components into efficient web code | Cybernetically enhanced web apps: compile away the framework. |
| withastro/astro | For content-driven websites, with lightweight output | Web framework for content-driven sites; ship less JavaScript by default. |
| tailwindlabs/tailwindcss | Custom designs without writing a pile of CSS | Utility-first CSS framework for rapidly building custom designs. |
| shadcn-ui/ui | Good-looking components, and the code is yours to change | Beautifully designed components you copy into your apps. |
| tanstack/query | Fetching data and caching it? Leave it to this | Powerful async state management for TS/JS, React, Vue, Solid and more. |
| Project | In the table | Full description |
|---|---|---|
| kubernetes/kubernetes | Lots of containers? Leave deploying and scaling to it | Production-grade container orchestration. |
| docker/compose | Put many containers in one file and run them together | Define and run multi-container applications with Docker. |
| hashicorp/terraform | Write cloud resources as code you can review and version | Infrastructure as code for building and changing cloud resources. |
| pulumi/pulumi | Manage cloud resources in a language you already know | Infrastructure as code in general-purpose languages. |
| caddyserver/caddy | Set up a web server with HTTPS configured for you | Fast, multi-platform web server with automatic HTTPS. |
| traefik/traefik | With many services, traffic gets sorted automatically | Cloud-native application proxy / reverse proxy and load balancer. |
| prometheus/prometheus | When the system breaks, the alert finds you first | Systems monitoring and alerting toolkit. |
| grafana/grafana | Metrics, logs and traces on one dashboard | Open observability platform for metrics, logs and traces. |
| Project | In the table | Full description |
|---|---|---|
| excalidraw/excalidraw | Open it and draw, like sketching on paper | Virtual whiteboard for sketching hand-drawn like diagrams. |
| penpot/penpot | Design together as a team, on an open-source platform | Open-source design and prototyping platform for product teams. |
| jgraph/drawio | Diagrams and a whiteboard in one editor | Diagramming and whiteboard app; the core of diagrams.net. |
| lottiefiles/lottie-ios | Drop After Effects animations straight into iOS | iOS library for rendering After Effects animations via Lottie. |
| airbnb/lottie-web | Drop After Effects animations straight into web pages | Render After Effects animations natively on the web with Lottie. |
| saadeghi/daisyui | Pick ready-made components for Tailwind CSS | The most popular component library for Tailwind CSS. |
| lucide-icons/lucide | One icon set in one style, ready to use | Beautiful and consistent icon toolkit made by the community. |
| phosphor-icons/homepage | A flexible icon family for everyone | Flexible icon family for interfaces, diagrams and presentations. |
| Project | In the table | Full description |
|---|---|---|
| duckdb/duckdb | Run SQL analysis without setting up a database server | In-process SQL OLAP database management system. |
| pola-rs/polars | Table data handled fast, no more waiting | Lightning-fast DataFrame library for Rust and Python. |
| apache/arrow | Across languages, the data works as it is | Cross-language development platform for in-memory analytics. |
| dbt-labs/dbt-core | Transform data the way software engineers build apps | Transform data in your warehouse with software engineering practices. |
| apache/superset | Can't make sense of the data? Turn it into charts | Modern data exploration and visualization platform. |
| ClickHouse/ClickHouse | Real-time analysis of huge data, with open source | Open-source column-oriented database for real-time analytics. |
| apache/kafka | Stream events between systems on one distributed platform | Distributed event streaming platform. |
| jupyter/notebook | Write code in the browser and see results as you go | Jupyter Interactive Notebook for creating and sharing documents. |
| Project | In the table | Full description |
|---|---|---|
| FrigadeHQ/yogurt | Take private meeting notes with free open-source AI | Private AI meeting notes. Free and open source. |
| agentes-chat/agentes-chat | Chat with your team and AI agents in a self-hosted space | Open-source, self-hosted Slack alternative where your team and AI agents work together in channels and DMs. Agents run on Claude, ChatGPT/Codex, Gemini or Grok… |
| voyager-so/vork | Let agents work with 3D and visual effects | Headless 3D and VFX engine for agents. Research preview. |
| op7418/guizang-game-skill | Let AI build a playable browser 3D action game | 歸藏 Game Skill: Let AI make a playable browser 3D action game from scratch, with a playable demo 《雾锁山门》. Agent skill for Claude Code / Codex that builds a playable browser 3D action game with AI-generated assets… |
| FJNB5/fujiang-pojia | DeepSeek Harness jailbreak and pentest plugin | 富江破甲（破甲）: DeepSeek Harness jailbreak plugin, activation keyword 富江, ask everything directly in plain language, includes skill library skill download and invocation, vulnerability knowledge base poc exploitation, vulnerability report updates, and fully automated authorized penetration. Current version: 0.20.13, disclaimer attached. See the bottom for plugin images |
| DandanLLab/SnowCatQQ | Community-maintained third-party QQ client with full source | SnowCat 雪猫: NapCat + SnowLuma fused third-party QQ client, community relay maintenance, full-featured V8 channel adaptation for QQ 9.9.37, all tools and full source code public |
| alexeyw/lot-map | See what Claude Code is doing in real time beside your chat | A live map beside the chat that shows what Claude Code is doing: tool calls, model steps, hooks, skills and subagents light up as they happen. Local only, in 7… |
| Dodaios/ste80-humanizer | Remove AI tells and rewrite text clearly | STE80 Humanizer: agent skill that removes AI tells and rewrites text 80% of the way to ASD-STE100 (Simplified Technical English), the method Andrej Karpathy sh… |
| dabingfy-dot/solo-to-team-skills | Delegate work across your AI team | Skills for human-led AI teams: delegate tasks, verify evidence, explain steps clearly, and learn from real cases. One person coordinates an AI team: assign work, verify evidence, explain clearly, and reuse experience. |
| 21stware/bowel | Run mihomo on macOS, Windows, Linux, and Android | Bowel is a mihomo client for macOS, Windows, Linux and Android. |
| huawei-csl/MACaQ | Quantize and run multi-modal models for local inference | SOTA model-agnostic quantization for GGUF, local inference and beyond. Quantize and run text, image, video and audio models with llama.cpp, vLLM, Diffusers and… |
| shanselman/sandbox-mcp | Test apps on disposable Windows machines | Fresh, throwaway Windows machines for testing your apps: an MCP server and CLI that automate Windows Sandbox |
| dhruvthakur11/youtube-ai-video-editing-system | Struggling with video edits? Let agents handle animations | Eyeline teleprompter meets editing agents: JSON-driven animation and motion graphics workflow |
| Moh4696/cinematic-skill | Turn code into narrated cinematic films timed to voice | Agent skill for narrated cinematic films built entirely from code: one continuous camera over photos, maps and cards, timed to the voice. Claude Code, Codex, C… |
| threerocks/article2media | Turn articles or videos into posts and clips | An open-source Claude Code / Codex Skill that turns an article or a video (抖音, B 站, YouTube, converted to transcript first) into 小红书 graphic posts, magazine long images, 公众号 layouts, and AI-voiced talking-head short videos with one click. 21 themes, automated acceptance, zero npm dependencies. |
| AbhiKamane/ai-app-builder-open | Need a full-stack Next.js app? Let AI build and host it | Open-source AI app builder for full-stack Next.js apps with hosting and auth |
| gogoymh/auto-ontology-mcp | Link your knowledge base to Claude via MCP with no API key | NVIDIA Auto Ontology's semantic layer and a personal knowledge base as an MCP server for Claude, ChatGPT and other MCP clients. No LLM API key needed. |
| ersinkoc/phonebox | Turn an old Android phone into a local desk panel | Turn an old Android phone into a local desk panel for Windows, Linux and macOS. 55 widgets, Smart Stack, AI quotas and sessions, media controls, USB or paired… |
| yucezerey/turkish-anti-ai-skill | Remove AI traces from Turkish writing | An Agent Skill and Humanizer package that removes traces of AI from Turkish texts (AI slop, translationese, sentence structures that sound translated, and errors against TDK language standards). |
| IsaiaR09/daemon-pro-desktop | daemon-pro standalone desktop complete setup | daemon-pro: Complete Standalone Desktop Setup with Full Feature setup |
| Arda313131882/aion-2-trainer-tool | Standalone desktop toolkit for AI prompt engineering | Aion 2 AI Prompt Engineering Toolkit - Standalone Desktop Trainer Setup |
| RyoTheOne/dxo-photolab-10-config | dxo-photolab-10 complete standalone configuration | dxo-photolab-10: complete standalone config, ready to run, nothing held back |
| RolandoV3/metatrader-5-bot | Run a full-featured MetaTrader 5 bot on your desktop | Community-driven MetaTrader 5 bot with full features ready for desktop use |
| SirBonney/scrcpy-mirror-control | Easily mirror and control Android with a simple workflow | Android Screen Mirroring and Control Workflow, Simplified |
| manjushree-iyer/soundpad-audio-suite | Soundpad audio processing tool for DAW workflows | Soundpad: Advanced Audio Processing for Professional DAW Workflows |
| muddinenilakshmilalithaksh-create/sp-flash-tool | Flash device firmware with bundled drivers and tools | SP-Flash-Tool: Standalone Firmware Flashing Suite with Drivers and Utilities |
| shivsupratik/windows-optimizer | Tweak system settings to boost Windows performance | Windows Optimizer: Advanced System Tweaks and Performance Enhancements |
| janitoff0/ninjatrader-bot | Manage trades with a friendly community companion | Ninjatrader Bot 2026: a friendly, community-driven trading companion packed with powerful features |
| 21041979/rufus-usb-formatter | Create bootable drives and format USB storage | Rufus: Advanced USB Formatting and Bootable Drive Creation Utility |
| farhatullah0006-art/rx-11-audio-editor-config | rx-11-audio-editor standalone installer and dotfiles | rx-11-audio-editor config: full standalone installer and dotfiles for professional audio editing |
| rdeepak-wq121/quicken-deluxe-installer | Quicken Deluxe installer, listed with full features | Quicken Deluxe Desktop Installer with Full Feature Set Enabled |
| SnehalSukale27/power-director | Power Director standalone desktop installer and suite | Power Director: Standalone Desktop Video Editing Suite with Complete Installer |
| dikshantghimire321-droid/kontakt-8-config | Run ready-to-use desktop utility configs right away | Kontakt 8 desktop utility config: opinionated dotfiles, ready to run |
| shahnawaz0786/payday-3-enhancement-toolkit | Payday 3 trainer, listed as fully activated desktop build | Payday 3 Trainer Tool - Fully Activated Desktop Build, Ready to Play |
| vishnu05-codes/ozone-12-advanced | Ozone 12 Advanced desktop utility with enhanced configs | Ozone 12 Advanced: Professional Desktop Utility with Enhanced Configurations |
| blockacc12345/music-maker-unlimited | MusicMakerUnlimited desktop music production installer | MusicMakerUnlimited: Full-featured desktop music production installer, ready to run |
| daiphu2708-crypto/melodyne-5-desktop-setup | Edit desktop audio with a full professional suite | Melodyne-5: Professional Audio Editing Desktop Suite with Full Feature Set |
| farhodzodatojiddin5-cpu/exitlag-optimizer | ExitLag installer with desktop performance enhancements | ExitLag installer with optimized system performance enhancements for desktop |
| angelonyn/chimera-desktop-suite | Skip setup and install your desktop utility suite at once | Chimera: Pre-configured Desktop Utility Suite with Full Installer |
| LNPANDY/HGhub-MacOS-iOS-Version | Watch series on macOS and iOS | HGhub cross-platform client (enhanced macOS & iOS version) · Supports dual-architecture Apple Silicon / Intel DMG and signature-free iOS IPA · Immersive series watching / gesture zoom / native landscape full screen / speed tests for mirrors across multiple routes |
| fanhuayishiy/ai-crew-pass | Download 3D badges for AI colleagues | Non-human employees｜Pick up 3D employee badges for nine AI colleagues, in Chinese and English, with transparent PNG downloads. WeChat official account: 风花AI实验室. |
| spiderveer1-byte/play-reactive-slick | Play + Postgres starter template with a clean UI | Play + Postgres starter template with a clean UI |
| HolyArrs/HolyArrs | Too many apps? Keep shows and music in one self-hosted app | One self-hosted app for your shows, movies and music. |
| ValidatorStack/solana-vigil | Check Solana validator health in 60 seconds safely | Solana validator health in 60 seconds: score, leader duties, rewards, disk forecast, Prometheus. One static binary, read-only, never touches your keys. |
| serveroshq/panel | Run the Linux servers you already own in one place | The open source ServerOS panel: one place to run the Linux servers you already own. |
| MuseumCassowaryCarve/twitch-drops-miner | Claim Twitch drops in the background with no video download | Auto-farm Twitch drops in the background. Claim rewards, switch channels, and mine timed drops with zero video download. Lightweight AFK miner for Windows, mac… |
| balkewkidane/grizl-fabric-observability | Fabric Eventhouse and KQL observability library | grizl-fabric-observability: Fabric Eventhouse/KQL observability and anomaly-signal library |
| Fragokemymy/penr-oz-play | Play Framework REST API with Docker deployment | REST API on Play Framework with Docker-based deployment and activator |
| lobehub/lobe-mygo | Build native Go UIs drawn on the GPU in pure Go | 🍭 Lobe MyGo - the UI kit for native Go apps: Lobe UI design language for MyGo, drawn on the GPU in pure Go |
| HRuiCcc/RuiC-2D | Turn a single picture into a movable 2D avatar | Create animated avatars from a single image: a locally-run 2D virtual avatar editor, layered rigging / mesh deformation / lip sync & blinking / timeline animation / MediaPipe real-time driving / OBS output, built-in 大肥鱼1号 sample project. |
| ArteVisualenVivo/fabric-pipeline-express-7 | OneLake pipeline with automated Upsert merge and Python | Event-driven OneLake pipeline with automated Upsert merge and Python reporting |