# GitNova — Platforms and regions

Dated sample, not exhaustive platform rankings. Owner region is derived only from public self-reported location, not stargazer geography. Counts are independent per forge; mirrors are not merged. Gains are net counter changes; 24h allows a ±2h measurement window. Missing or stale measurements are unknown.
- GitHub: 1673 sampled; observed 1792104544; error none
- GitVerse: 30 sampled; observed 1792103791; error none
- Gitee: 47 sampled; observed 1792096645; error rate_limited

## GitHub · morluto/rea
https://gitnova.dev/r/morluto/rea
A reverse-engineering tool that lets AI agents inspect apps and native binaries: it connects agents to Hopper or Ghidra via MCP and CLI, helping explain how a feature works and rebuild it in your own project.
Stars: 268694; 24h net change: 28509; owner region: unknown

## GitHub · debpalash/VoiceStudio
https://gitnova.dev/r/debpalash/VoiceStudio
A fully local, open-source ElevenLabs alternative for voice cloning, voice design, video dubbing, dictation, transcription and audiobook creation on your own hardware, with no account or API key. Supports 16 TTS and 11 ASR engines, a 646-language catalogue, and runs on macOS, Windows, Linux and Docker.
Stars: 68937; 24h net change: 2776; owner region: asia

## GitHub · wheresryan22/anatomy
https://gitnova.dev/r/wheresryan22/anatomy
A Claude Code skill that turns a technical idea into a detailed, interactive isometric figure of a real machine — SVG with optional WebGL shaders and 3D, for docs, articles and landing pages.
Stars: 12641; 24h net change: 2695; owner region: unknown

## GitHub · storytold/photocraft
https://gitnova.dev/r/storytold/photocraft
An open-source clean-room reimplementation of Adobe Photoshop in pure Rust: layers, masks, adjustment layers, styles, type, vectors, brushes and real PSD files in a native app.
Stars: 63190; 24h net change: 2227; owner region: unknown

## GitHub · Ebony-Vinyl/dsh-our-free-model
https://gitnova.dev/r/Ebony-Vinyl/dsh-our-free-model
A dsh plugin that adds free access to Muse Spark 1.3, MiMo V2.6 and other models without sign-up or API key, plus a local OpenAI-compatible proxy and usage dashboard.
Stars: 17799; 24h net change: 1686; owner region: unknown

## GitHub · mattpocock/skills
https://gitnova.dev/r/mattpocock/skills
A set of small, composable skills for coding agents like Claude Code and Codex: they help align on a task before coding, build a shared project vocabulary, and follow a red-green-refactor loop.
Stars: 292769; 24h net change: 1602; owner region: unknown

## GitHub · boykopovar/AnyPS5
https://gitnova.dev/r/boykopovar/AnyPS5
Tool for automatically porting PS5 executables to Linux and Windows: a relinker converts the binary to the target system's native format, and implementations of system prx libraries enable dynamic linking without emulation.
Stars: 38576; 24h net change: 1504; owner region: europe

## GitHub · storytold/artcraft
https://gitnova.dev/r/storytold/artcraft
ArtCraft is a desktop IDE for AI image and video creation: compose in 2D, stage scenes in 3D, and choose models for precise, repeatable results.
Stars: 29190; 24h net change: 1358; owner region: unknown

## GitHub · NationalSecurityAgency/ghidra
https://gitnova.dev/r/NationalSecurityAgency/ghidra
A software reverse engineering framework from the NSA: disassembly, decompilation, graphing and scripting for analyzing compiled code on Windows, macOS and Linux.
Stars: 88677; 24h net change: 1257; owner region: us

## GitHub · xerj-org/xerj
https://gitnova.dev/r/xerj-org/xerj
A local Rust search engine that auto-indexes folders of code, docs, logs and PDFs so AI agents retrieve exact passages instead of reading whole files. Elasticsearch-compatible and cuts token usage for agents.
Stars: 5578; 24h net change: 1139; owner region: unknown

## GitHub · K-Dense-AI/scientific-agent-skills
https://gitnova.dev/r/K-Dense-AI/scientific-agent-skills
A library of 166 ready-to-use skills for AI agents covering bioinformatics, chemoinformatics, medicine, materials science and more, with access to 100+ scientific databases. Compatible with Cursor, Claude Code, Codex and the open Agent Skills standard.
Stars: 50399; 24h net change: 1116; owner region: us

## GitHub · vxcontrol/pentagi
https://gitnova.dev/r/vxcontrol/pentagi
Autonomous multi-agent system in Go for automated penetration testing: AI agents plan and execute steps in an isolated Docker sandbox with 20+ tools (nmap, metasploit, sqlmap).
Stars: 30452; 24h net change: 1082; owner region: unknown

## GitHub · ifixai-ai/iFixAi
https://gitnova.dev/r/ifixai-ai/iFixAi
CLI tool for independent auditing of AI agents: runs 32 inspections across five pillars and returns an A–F grade in under 120 seconds. Aimed at teams that need to verify an agent fulfills business KPIs, not just technical capability.
Stars: 28340; 24h net change: 1032; owner region: europe

## GitHub · jhaizhou-ops/d2r-mobile
https://gitnova.dev/r/jhaizhou-ops/d2r-mobile
Open-source iOS compatibility layer for Diablo II: Resurrected with the Reign of the Warlock expansion that runs your own Switch copy natively on iPhone and iPad with touch controls and 60 fps. Bring your own game files.
Stars: 3065; 24h net change: 996; owner region: unknown

## GitHub · stablyai/orca
https://gitnova.dev/r/stablyai/orca
Orca is an ADE for running a fleet of parallel coding agents (Claude Code, Codex, OpenCode, etc.) in isolated git worktrees with a unified interface, mobile companion, and remote runtime.
Stars: 93411; 24h net change: 952; owner region: us

## GitHub · eternity4719/HowToLiveBetter
https://gitnova.dev/r/eternity4719/HowToLiveBetter
An evidence-based life guide: 498 recommendations on longevity, first aid, personal finance, law, employment, family and emigration. Each lists costs, benefits, evidence level and primary sources.
Stars: 63842; 24h net change: 947; owner region: unknown

## GitHub · anthropics/claude-plugins-official
https://gitnova.dev/r/anthropics/claude-plugins-official
Official Anthropic-managed directory of Claude Code plugins: internal plugins plus third-party ones from partners, installable via the built-in marketplace.
Stars: 38996; 24h net change: 931; owner region: us

## GitHub · Leonxlnx/taste-skill
https://gitnova.dev/r/Leonxlnx/taste-skill
A collection of Agent Skills that push AI agents to produce well-designed interfaces instead of boilerplate: stronger layout, typography, spacing and motion. Also includes image-generation skills for web, mobile and brand-kit reference boards.
Stars: 97281; 24h net change: 913; owner region: europe

## GitHub · affaan-m/ECC
https://gitnova.dev/r/affaan-m/ECC
A performance optimization system for coding agents: a set of agents, skills, memory, and rules that adds a plan-test-review-remember workflow to Claude Code, Codex, Cursor, and other harnesses.
Stars: 280296; 24h net change: 856; owner region: unknown

## GitHub · xtool-org/xtool
https://gitnova.dev/r/xtool-org/xtool
Cross-platform Xcode replacement: builds SwiftPM packages into iOS apps, signs and installs them on Linux, Windows, and macOS. Also ships the XKit library for interacting with Apple Developer Services and iOS devices.
Stars: 11576; 24h net change: 855; owner region: unknown

## GitHub · Niko1221/Strata
https://gitnova.dev/r/Niko1221/Strata
A C++ local inference engine that runs the 125B MoE model Qwen3.8-Flash-Next on a regular PC with one NVIDIA GPU (12-24 GB) and 64 GB RAM, exposing an OpenAI/Anthropic-compatible API on localhost.
Stars: 25414; 24h net change: 845; owner region: unknown

## GitHub · heygen-com/hyperframes
https://gitnova.dev/r/heygen-com/hyperframes
Framework for turning HTML, CSS, media and seekable animations into deterministic MP4 videos. Runs locally via CLI or from AI coding agents through a set of skills.
Stars: 64494; 24h net change: 830; owner region: unknown

## GitHub · storytold/wordcraft
https://gitnova.dev/r/storytold/wordcraft
An open-source cross-platform word processor in Rust that reimplements the Microsoft Word workflow: ribbon, styles, tables, track changes, references and mail merge. Reads and writes .docx, runs natively and in the browser via WebAssembly.
Stars: 13143; 24h net change: 811; owner region: unknown

## GitHub · DietrichGebert/ponytail
https://gitnova.dev/r/DietrichGebert/ponytail
A skill for AI coding agents (Claude Code, Codex, Copilot CLI, OpenCode) that enforces writing only the minimum necessary code via a laziness ladder: YAGNI, reuse, stdlib, native features. Benchmarks show ~54% less code and ~20% cheaper without losing safety.
Stars: 164361; 24h net change: 782; owner region: unknown

## GitHub · deepseek-ai/deepseek-harness
https://gitnova.dev/r/deepseek-ai/deepseek-harness
Open-source agent harness by DeepSeek AI written in TypeScript, built on an everything-is-a-plugin architecture powered by Cordis. It runs as a web UI via npx and serves as a base for composing AI agents from plugins.
Stars: 250414; 24h net change: 754; owner region: unknown

## GitHub · Arekejoker/qwen21-nsfw-pose-skill
https://gitnova.dev/r/Arekejoker/qwen21-nsfw-pose-skill
A set of recipes and scripts for local NSFW image generation and pose control with Qwen-Image 2.1 via ComfyUI, including an NSFW LoRA and a library of 136 3D poses.
Stars: 1990; 24h net change: 751; owner region: unknown

## GitHub · storytold/pdfcraft
https://gitnova.dev/r/storytold/pdfcraft
Cross-platform PDF workbench written in Rust: read, search, organize pages, combine, split and secure PDFs, plus a CLI. An open-source alternative to Adobe Acrobat with no account or telemetry.
Stars: 14408; 24h net change: 739; owner region: unknown

## GitHub · yetone/magpie
https://gitnova.dev/r/yetone/magpie
A menu-bar utility for macOS/Linux/Windows that lets you pick the model for each AI agent (Codex, Claude Code, Gemini CLI, etc.) and runs a local gateway translating OpenAI and Anthropic APIs between agents and providers.
Stars: 13427; 24h net change: 734; owner region: cn

## GitHub · T-Auto/dsh-ops
https://gitnova.dev/r/T-Auto/dsh-ops
A DSH plugin for Windows that switches the default terminal to a bundled bash 5.3.15, adds PowerShell 7, and provides Rust-based file search/replace tools to cut token usage and task time.
Stars: 2256; 24h net change: 723; owner region: unknown

## GitHub · mksglu/context-mode
https://gitnova.dev/r/mksglu/context-mode
An MCP server for AI coding agents that sandboxes tool output (up to 98% context reduction), persists session memory in SQLite with FTS5 search, and enforces routing across 17 platforms.
Stars: 29762; 24h net change: 698; owner region: europe

## GitHub · obra/superpowers
https://gitnova.dev/r/obra/superpowers
A software development methodology for coding agents: a set of composable skills that make the agent clarify the spec, agree on a plan, and work through subagents with TDD.
Stars: 299830; 24h net change: 681; owner region: unknown

## GitHub · harry0703/MoneyPrinterTurbo
https://gitnova.dev/r/harry0703/MoneyPrinterTurbo
A Python tool that auto-generates HD short videos from a topic or keyword, writing the script and assembling footage, voiceover, subtitles and music. It ships with AI Agent, WebUI, API, CLI and one-click publishing to TikTok, Instagram and YouTube Shorts.
Stars: 131596; 24h net change: 669; owner region: unknown

## GitHub · MadsLorentzen/ai-job-search
https://gitnova.dev/r/MadsLorentzen/ai-job-search
A job application framework built on Claude Code: evaluates postings, tailors CVs, and writes cover letters. Runs locally, focused on the Danish job market.
Stars: 47468; 24h net change: 664; owner region: unknown

## GitHub · Droid-Deck/DroidDeck
https://gitnova.dev/r/Droid-Deck/DroidDeck
DroidDeck brings the SteamOS experience to Android: runs Valve's Steam client in Big Picture mode and Windows games via ARM64 Proton on Adreno-based devices. Requires Android 9+ and Adreno 730/8xx, no root needed.
Stars: 8916; 24h net change: 646; owner region: unknown

## GitHub · rohitg00/ai-engineering-from-scratch
https://gitnova.dev/r/rohitg00/ai-engineering-from-scratch
Open-source AI engineering curriculum: 523 lessons across 20 phases (~342 hours) in Python, TypeScript, Rust and Julia, where every lesson ships a reusable artifact such as a prompt, skill, agent or MCP server.
Stars: 69747; 24h net change: 634; owner region: europe

## GitHub · fyzugx/DEsk
https://gitnova.dev/r/fyzugx/DEsk
DEsk is a Wayland desktop environment for Linux in realistic skeuomorphism: windows are sheets of paper on a desk, the dock is a drawer, and system controls are a built-in panel.
Stars: 731; 24h net change: 625; owner region: unknown

## GitHub · HKUDS/CLI-Anything
https://gitnova.dev/r/HKUDS/CLI-Anything
A collection of CLI harnesses that make desktop software controllable by AI agents via the command line, with a CLI-Hub registry for installation and updates.
Stars: 53063; 24h net change: 616; owner region: unknown

## GitHub · LAMDA-NeSy/Research-Starter-Kit
https://gitnova.dev/r/LAMDA-NeSy/Research-Starter-Kit
A guide to the basics of doing research and writing papers for students new to a research group: how to find and read papers, come up with ideas, present, and prepare publications.
Stars: 7132; 24h net change: 597; owner region: unknown

## GitHub · cathrynlavery/diagram-design
https://gitnova.dev/r/cathrynlavery/diagram-design
A set of 39 editorial diagram types for Claude Code, Codex and other agents: self-contained HTML + SVG with no build step or JavaScript. Lets an agent draw architecture, flow and analytics diagrams in a consistent brand style.
Stars: 55876; 24h net change: 595; owner region: unknown

## GitHub · JuliusBrussee/caveman
https://gitnova.dev/r/JuliusBrussee/caveman
A skill and local proxy for coding agents that cut token usage: the skill makes the agent answer in terse caveman style, the proxy compresses logs, diffs and test output before they reach the model.
Stars: 112482; 24h net change: 592; owner region: europe

## GitHub · hmjz100/LinkSwift
https://gitnova.dev/r/hmjz100/LinkSwift
A Tampermonkey userscript that fetches direct file download links from nine Chinese cloud drives (Baidu, Aliyun, Quark, UC, 123, etc.) via their public APIs. It helps download files without the official clients and pass links to external download managers.
Stars: 22883; 24h net change: 583; owner region: unknown

## GitHub · storytold/filmcraft
https://gitnova.dev/r/storytold/filmcraft
An open-source non-linear video editor in Rust that reimplements the Adobe Premiere Pro workflow: editing, color, effects and audio, native on macOS, Windows, Linux and in the browser via WebAssembly.
Stars: 13817; 24h net change: 566; owner region: unknown

## GitHub · Caho1/open-claude-ui
https://gitnova.dev/r/Caho1/open-claude-ui
Open-source React component library recreating the design system and interaction physics of Claude's desktop client through reverse engineering. Includes 30 components, design tokens, and a 3000-line reverse-engineering manual.
Stars: 695; 24h net change: 565; owner region: unknown

## GitHub · DuarteSantos8/openGym
https://gitnova.dev/r/DuarteSantos8/openGym
Self-hosted gym and body-weight tracker: plan routines, log workouts (supersets, warm-ups, cardio), see muscle fatigue map, import from FitNotes/Strong/Hevy, passkey login. Your data stays on your own server.
Stars: 12320; 24h net change: 555; owner region: unknown

## GitHub · paperclipai/paperclip
https://gitnova.dev/r/paperclipai/paperclip
Open-source Node.js and React platform for orchestrating a team of AI agents: goals, org chart, budgets, tickets and audit. Suits teams running autonomous agents (Claude Code, Codex, Cursor, etc.) and wanting to manage them like employees.
Stars: 102696; 24h net change: 555; owner region: us

## GitHub · peiikai/LASRecomp
https://gitnova.dev/r/peiikai/LASRecomp
A static recompilation of The Legend of Zelda: Link's Awakening (Switch, 2019) into a native Windows, macOS and Linux application with an unlocked aspect ratio and a built-in randomizer. Requires your own legally dumped copy of the game and console keys.
Stars: 895; 24h net change: 554; owner region: unknown

## GitHub · HeyPuter/everything
https://gitnova.dev/r/HeyPuter/everything
A monorepo of open-source alternatives to proprietary software: office apps, collaboration tools, creative editors, CAD, CRM, accounting and games. Each app lives in src/[app-name] and runs via npm.
Stars: 1275; 24h net change: 532; owner region: unknown

## GitHub · tt-a1i/archify
https://gitnova.dev/r/tt-a1i/archify
An agent skill for Cursor, Claude Code, Codex CLI, and OpenCode that turns a system description or codebase into interactive HTML/SVG architecture, workflow, sequence, data-flow, and lifecycle diagrams from typed JSON IR.
Stars: 84027; 24h net change: 530; owner region: unknown

## GitHub · storytold/figcraft
https://gitnova.dev/r/storytold/figcraft
Open-source interface design tool in Rust: frames, auto layout, components, vectors, styles and prototypes in a native offline app. Compatible with .fig and Figma REST API JSON, driven from UI, CLI or MCP.
Stars: 1388; 24h net change: 505; owner region: unknown

## GitHub · ARahim3/DigUp
https://gitnova.dev/r/ARahim3/DigUp
Search your Mac's files by what's inside them: photos, PDFs, recordings, videos and code. Runs on-device with Google DeepMind's EmbeddingGemma 2.
Stars: 4094; 24h net change: 500; owner region: unknown

## GitHub · bilawalsidhu/gods-eye-view
https://gitnova.dev/r/bilawalsidhu/gods-eye-view
A browser-based spy-satellite simulator on a photorealistic 3D globe that unifies public feeds: aircraft, ships, satellites, earthquakes, cameras, and traffic. Runs locally, with each layer as a separate module.
Stars: 56906; 24h net change: 491; owner region: unknown

## GitHub · tashfeenahmed/freellmapi
https://gitnova.dev/r/tashfeenahmed/freellmapi
Aggregates free tiers from 34 LLM providers (635 endpoints) behind a single OpenAI-compatible /v1 API with smart routing, automatic failover, and encrypted keys. Intended for personal experimentation and use with OpenAI-compatible clients and coding agents.
Stars: 35754; 24h net change: 479; owner region: unknown

## GitHub · farion1231/cc-switch
https://gitnova.dev/r/farion1231/cc-switch
Cross-platform desktop manager for Claude Code, Codex, Gemini CLI, OpenCode and other agentic tools: configure and switch between providers and models in one place.
Stars: 144722; 24h net change: 466; owner region: unknown

## GitHub · newliver666/apk-reverse
https://gitnova.dev/r/newliver666/apk-reverse
An Agent Skill for Android APK reverse engineering: unpacking, ad removal, dex patching, repacking, and runtime/server analysis. Loaded by an agent (Claude Code, Codex) while it works.
Stars: 4755; 24h net change: 421; owner region: unknown

## GitHub · ruvnet/ruflo
https://gitnova.dev/r/ruvnet/ruflo
A meta-harness for Claude Code and Codex that adds 100+ agents, swarm coordination, self-learning memory, cross-machine federation, and vector RAG integration. Aimed at developers who want agents to plan, remember, and collaborate.
Stars: 75079; 24h net change: 401; owner region: unknown

## GitHub · pbakaus/impeccable
https://gitnova.dev/r/pbakaus/impeccable
A set of commands and detector rules for AI coding agents that helps them produce better frontend design instead of generic templates. Installs as a skill into Claude Code, Cursor, Codex and other harnesses.
Stars: 81596; 24h net change: 393; owner region: us

## GitHub · storytold/lightcraft
https://gitnova.dev/r/storytold/lightcraft
An open-source clean-room reimplementation of Adobe Lightroom in pure Rust: non-destructive raw development, color grading, masking, presets and a photo library. Runs natively on macOS, Windows and Linux, in the browser via WebAssembly, and can be driven by AI agents over MCP.
Stars: 12955; 24h net change: 391; owner region: unknown

## GitHub · Panniantong/Agent-Reach
https://gitnova.dev/r/Panniantong/Agent-Reach
A CLI tool that gives AI agents internet access: reading and searching Twitter/X, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu and other platforms without paid APIs. It selects, installs and diagnoses working access methods for each service.
Stars: 97747; 24h net change: 387; owner region: unknown

## GitHub · anomalyco/opencode
https://gitnova.dev/r/anomalyco/opencode
Open source AI coding agent with terminal and desktop interfaces. Ships with a build agent (full edit and command access) and a read-only plan agent for code analysis.
Stars: 213900; 24h net change: 382; owner region: unknown

## GitHub · hugohe3/ppt-master
https://gitnova.dev/r/hugohe3/ppt-master
A tool that turns documents or topics into native PowerPoint decks with shapes, charts, tables, animations and narration, running inside an AI agent on your machine.
Stars: 62419; 24h net change: 382; owner region: unknown