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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 |
|---|---|---|
| KKKKhazix/agent-autoloop | Tired of babysitting agents? Approve only when needed | Let your command-line agent automatically take on tasks and follow up to the end in the background; it won't bother you ordinarily, sending a card to ask for your call only when uncertain. |
| voyager-so/vork | Let agents work with 3D and visual effects | Headless 3D and VFX engine for agents. Research preview. |
| Sandflow-ai/sand3d | Let language models build 3D models in Python | 3D modeling in Python, built for LLMs. |
| JosssphZhou/poki | Let AI operate your real iPhone | Let AI agents operate a real iPhone. Local MCP server and agent, no jailbreak, no extra hardware. |
| HerdBuilderEstimate/roblox-studio-mcp | Let AI edit your Roblox Studio scripts | Model Context Protocol server for Roblox Studio. Connect AI assistants (Claude, Cursor) to read object trees, edit scripts, and run playtests safely. Open-sour… |
| 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 |
| 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 |
| 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. |
| 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). |
| 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. |
| mhfed/vn-law-check | Check website legal compliance under Vietnamese law | Website legal audit under Vietnamese law (BVDLCN 91/2025, TMĐT 122/2025, ANM 116/2025, AI 134/2025) for Claude Code, Cursor, Copilot, Windsurf, Cline |
| Glen-Web-App/best-agent-memory-mcp | Compare tools that give AI long-term memory | Best Agent Memory MCP servers, ranked and compared: long-term memory for Claude Code, Codex, Cursor and any MCP client. Glen, Mem0, Supermemory, Zep, Hindsight… |
| duyunzhoudyz/dyz-med-paper-skills | Get help writing medical papers in Chinese and English | Medical paper writing and research assistant: 32 agent skills for Chinese doctors and medical graduate students, for Claude Code and Codex, covering topic selection, PubMed literature searches, Chinese and English writing, journal selection and submission, and revisions after peer review. Medical writing & research skills. |
| imsai-sh/fish-pocket | Run DeepSeek Harness on iPhone without a computer | Run DeepSeek Harness on iPhone and iPad, with a fully native SwiftUI interface. No computer, no server. Run DeepSeek Harness locally on iPhone and iPad, with a fully native interface. |
| Balanov/uncut | Prevent silent code cuts with a lossless agent harness | The lossless, headless coding agent harness. One 7 MB static binary, four tools, plain stdin/stdout, no silent cuts. |
| orkbot-run/ork | Let AI bots share conversations as they work | Source-available AI assistant with persistent bots that share conversations and work on isolated computers. Self-hosted, with web, desktop, and mobile apps. |
| sksarvesh007/antiglaude | Connect Claude Code to Gemini inference models | Production compatibility gateway bridge & observability platform connecting Claude Code CLI with Google Antigravity & Gemini inference models via Anthr… |
| Toyhom/awesome-computational-character-modeling | Explore research on modeling characters | Survey companion for Computational Character Modeling: role-playing methods, data foundations, and evaluation, organized by the manuscript. |
| howznguyen/shorts-kit | Make narrated vertical videos with a coding agent | Make narrated vertical shorts (TikTok, YouTube Shorts, Reels) with a coding agent and Remotion. 9+ agent skills, 20+ story flows, fact ledger, CC0 SFX. |
| govijr/terminal-mac | Don't leave the terminal; run full MacOS right inside it | Entire MacOS running in your terminal. |
| PaladinSmash84/aida-64-extreme | Aida 64 Extreme local deployment environment | AI Prompt Engineering Toolkit Aida 64 Extreme, pre-configured environment for advanced LLM training and deployment in isolated local... |
| OhmUrchinSee/abbyy-finereader-pdf | Abbyy Finereader Pdf 18.5 desktop deployment pipeline | Abbyy Finereader Pdf 18.5 automated deployment pipeline for efficient desktop utility setup and configuration in 2026. |
| Outsideclofilter/aion-2-trainer-tool | Aion 2 prompt engineering environment for local deployment | Aion 2, an AI-driven LLM prompt engineering resource, offers a pre-configured environment for seamless local workstation deployment in 2026. |
| Perceptionzyavalue/ashampoo-uninstaller | Ashampoo Uninstaller 1.3.5 desktop deployment pipeline | Ashampoo Uninstaller 1.3.5 automated deployment pipeline for efficient software removal and management in enterprise desktop environments as of 2026. |
| PerfumerExcite/ashampoo-winoptimizer | Ashampoo Winoptimizer 17.0 desktop setup environment | Ashampoo Winoptimizer 17.0 pre-configured environment for streamlined desktop utility setup in 2023. |
| PoltergeistDisplay/borisfx | BorisFX 2024 pre-configured environment for professional video editing, screen recording, and visual effects workflows. | |
| PsycheGradeSpeak/chief-architect-premier | Chief Architect Premier 2026 pre-configured environment for seamless automated deployment pipeline in professional desktop software utility. | |
| PurpleChordEvaluate/claude-jailbreak-prompt | Optimized local environment suite for Claude AI pipeline management and custom automation workflows. | |
| Quantumoarefresh/daemon-pro | Daemon Pro 2024, pre-configured environment for seamless automated deployment pipeline on professional desktop software utility. | |
| ShapeMareAmplify/honkai-star-rail-trainer-tool | Honkai Star Rail 2026 automated deployment pipeline with pre-configured environment ready for instant local execution. | |
| Sheenzensoar/honeypot-detector | Honeypot Detector 2023 automated deployment pipeline for enhanced cybersecurity monitoring and threat detection on professional desktop environments. | |
| SleuthPropagate/imobie-anytrans | Imobie Anytrans 1.5.3 - Local workstation deployment package for efficient media management and synchronization tasks in enterprise environments. | |
| SymbolSteward/ozone-12-advanced | Ozone 12 Advanced pre-configured environment for streamlined desktop software utility setup in isolated local workstation deployment. | |
| teaminspectorbandage/portfolio-rebalancer | Portfolio Rebalancer 2026 pre-configured environment for automated deployment pipeline, ensuring seamless desktop software utility setup... | |
| Thornthedefine/reason-14 | Reason 14: Optimized package deployment for enterprise desktop software utility, ensuring seamless local workstation environment setup in 2026. | |
| TreasurerRepresent/rx-11-audio-editor | Rx 11 Audio Editor 2023 pre-configured environment for seamless local workstation deployment. | |
| TrooperConceal/scrcpy | Scrcpy 1.34 automated deployment pipeline for efficient Android device interaction and screen mirroring in professional desktop software... | |
| TyphoonFlame/slideshow-video-maker | Slideshow Video Maker 2026 pre-configured environment for seamless local workstation deployment, integrating advanced video editing, screen... | |
| unitgatecommand/soundpad | Soundpad 2023 automated deployment pipeline, pre-configured environment for seamless studio audio plugin integration. | |
| yorkeccak/globalhackmap | See live security incidents on one globe | Every hack, exploit and breach, live: new vulnerabilities, active exploits and breaches on one globe, with sources and one-click fixes. |
| AtomIllusionistDwell/watson-username-footprint-finder | Turn public-page people searches into one readable report | Free people-search desktop app: look up a nickname, email, phone or site across 3,100+ public pages and get one readable report. |
| zeemscript/block-roll | Store and share encrypted files | Non-custodial, encrypted file storage & sharing platform with Stellar payments and on-chain file notarization |
| YusufCeng1z/ding | Toasts with real spring physics. One toast that morphs in place. No dependencies. React, Svelte and plain DOM. | |
| lijiaqi-AI-Product-Manager/dsh-agent-compare | Try two working versions before choosing one | One requirement, two versions actually running; try them, then review and adopt. Two live builds for one task in DeepSeek Harness. |
| smokeeaasd/flawless-ui-ux | A UI/UX skill for coding agents to build distinctive, usable interfaces. | |
| spiderveer1-byte/play-reactive-slick | Play + Postgres starter template with a clean UI | Play + Postgres starter template with a clean UI |
| 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… |
| Fragokemymy/penr-oz-play | Play Framework REST API with Docker deployment | REST API on Play Framework with Docker-based deployment and activator |
| balkewkidane/grizl-fabric-observability | Fabric Eventhouse and KQL observability library | grizl-fabric-observability: Fabric Eventhouse/KQL observability and anomaly-signal library |
| kubai087/kubai-icons | Icons look mismatched, let a Claude skill draw one style | A Claude skill that draws dynamic icons in one consistent style, with hover motion or as static SVG. |
| DominikScholz/open-bot-avatar | Render interactive avatars for your agents | A JSON spec and renderer for interactive agent avatars |
| leodavincs/kalem | Choose a fitting engine for each video scene | Claude Code skill: each scene has its own pen. Splits the video into scenes and selects the appropriate engine for each scene (Paper.js, PixiJS, HyperFrames, Three.js, Manim). |
| ArteVisualenVivo/fabric-pipeline-express-7 | OneLake pipeline with automated Upsert merge and Python | Event-driven OneLake pipeline with automated Upsert merge and Python reporting |