// Directory

169 projects · sorted by Undervalued Score ( signal ÷ log₁₀(stars + watchers) )

status
tags
Thriving Thriving Ruby RB HTML HT
82
domgen realityforge/domgen

Domgen generates code from a simple domain model leaving the developer to focus on implementing high-value features of the application.

HEALTH 88 / Healthy
// solo// hidden gem// legacy hero// fork magnet
Thriving Thriving Python PY
72
everyday_epg_update Lorax121/everyday_epg_update

Ежедневно обновляемое зеркало EPG-файлов из публичных источников для пользователей, которые испытывают проблемы с загрузкой с оригинальных сайтов (epg.one, iptvx.one и др.).

HEALTH 80 / Healthy
// solo
Thriving Thriving C# C#
72
Fyx-Cryptocurrency-Form-eCommerce-Crypto-Payment-Api-Blockchain-Network Xendriuo/Fyx-Cryptocurrency-Form-eCommerce-Crypto-Payment-Api-Blockchain-Network

open-source application with which merchants can accept in-person cryptocurrency payments.A payment gateway like Stripe for cryptocurrencies.Cryptocurrency Payment System that accepts payments in Bitcoin ,Ethereum and Litecoin for any E-commerce type site

HEALTH 80 / Healthy
// solo// hidden gem
Thriving Thriving Shell SH Python PY
71
claude-agent-team ek33450505/claude-agent-team

CAST: Local-first orchestration framework for Claude Code. Implements hook-driven dispatch, isolated agent memory, and deterministic policy gates.

HEALTH 100 / Healthy
// solo// hidden gem// funded// release machine
Thriving Thriving Rust RS
69
rulesify ydeng11/rulesify

Skill management tool for AI agents - discover and install pre-built workflows from Anthropic, OpenAI, and community sources

HEALTH 97 / Healthy
// solo// hidden gem
Thriving Thriving YA
64
HomeOps binaryn3xus/HomeOps

A mono repository for my home infrastructure and Kubernetes cluster which adheres to Infrastructure as Code (IaC) and GitOps practices where possible

HEALTH 99 / Healthy
// hidden gem
Thriving Thriving Haskell HS F*
64
freest freest-lang/freest

A functional programming language for safe concurrency powered by context-free session types

HEALTH 85 / Healthy
// hidden gem
Thriving Thriving OC TypeScript TS
64
masc jeong-sik/masc

MASC - Multi-Agent Streaming Coordination in OCaml

HEALTH 99 / Healthy
// solo// hidden gem// release machine
Thriving Thriving Python PY HTML HT
61
Website emfcamp/Website

The Electromagnetic Field web site

HEALTH 95 / Healthy
// help wanted// hidden gem// legacy hero// fork magnet
Thriving Thriving Shell SH
60
asdf-vm-bot joschi/asdf-vm-bot

Post availability of new plugins and new candidate versions for the asdf version manager to Mastodon and Twitter.

HEALTH 80 / Healthy
// solo// hidden gem// legacy hero
Newborn Newborn Python PY
58
James-RAG-Evol Hashevolution/James-RAG-Evol

🔐 Replayable RAG — a local-first, auditable knowledge-reasoning platform. Graph-RAG + append-only audit log + deterministic contradiction arbitration + human-gated self-evolution. Replay any past knowledge state byte-for-byte. 100% local (Ollama). MIT.

HEALTH 99 / Healthy
// solo// hidden gem// release machine
Thriving Thriving C++ C+
58
autogit Jackarain/autogit

用于自动提交某个目录下所有文件到 git 仓库,实现自动目录备份到 git 仓库的功能。(This is an automated program for backing up directories. Its main function is to automatically commit and push a Git repository directory to a Git backup server.)

HEALTH 70 / Stable
// solo// hidden gem
Thriving Thriving JavaScript JS
57
docs layer5io/docs

Documentation and Developer resources for Layer5 products

HEALTH 96 / Healthy
// help wanted// hidden gem// fork magnet
Thriving Thriving JavaScript JS HTML HT
57
KoalaSync Shik3i/KoalaSync

Minimalist, privacy-first synchronized video playback for YouTube, Netflix, Emby, and general HTML5. Built with pure Vanilla JS and a Node.js relay.

HEALTH 100 / Healthy
// hidden gem// funded// release machine
Thriving Thriving Python PY
56
DF-Metadata-Customizer GamerTuruu/DF-Metadata-Customizer

Open-source MP3 metadata editor built with CustomTkinter, specifically designed for managing fan cover song collections. Features rule-based tag customization, batch processing, JSON metadata extraction, and version tracking. Created for organizing Neuro-sama/Evil Neuro cover archives metadata formatting.

HEALTH 99 / Healthy
// solo// hidden gem
Thriving Thriving HTML HT
54
corpusiq-docs CorpusIQ/corpusiq-docs

Hermes Agent Production Knowledge Repository — 406+ repos, AI Agent Marketplace, MCP servers, autonomous AI agent patterns. Production-tested from 1,200+ hours of ops. Updated daily.

HEALTH 93 / Healthy
// solo
Newborn Newborn Go GO
53
subrouter manaflow-ai/subrouter

Subrouter routes Codex/Claude Code traffic across multiple ChatGPT Pro/Claude Max subscriptions and API keys.

HEALTH 87 / Healthy
// solo// hidden gem// release machine
Thriving Thriving Python PY TypeScript TS
52
Geny CocoRoF/Geny

Autonomous multi-agent system — manage multiple agent sessions, orchestrate autonomous tasks, and visualize it all in a 3D city playground.

HEALTH 90 / Healthy
// solo// release machine
Newborn Newborn TypeScript TS
51
Aivatar-Demo ruiwuniu/Aivatar-Demo

Aivatar is a local-first desktop companion for AI coding agents. It turns Codex, Claude Code, opencode, or a custom local agent bridge into a lively pixel-room companion with selectable characters, upgraded room materials, live status, growth, bits, and room customization.

HEALTH 79 / Stable
// solo// hidden gem// release machine
Thriving Thriving Rust RS
49
tui-game MXBraisedFish/tui-game

TUI GAME is a cross-platform game collection for the terminal, bringing classic lightweight gaming to your command line. Built with Rust and Lua, it runs on Windows, Linux, and macOS. It also features multi-language support through built-in internationalization.

HEALTH 79 / Stable
// solo// hidden gem
Newborn Newborn LE Python PY
48
unsorry agenticsnz/unsorry

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

HEALTH 93 / Healthy
// help wanted// hidden gem// release machine
Thriving Thriving Rust RS Python PY
48
franken_numpy Dicklesworthstone/franken_numpy

Memory-safe clean-room Rust reimplementation of NumPy with strict/hardened compatibility modes, deterministic stride calculus, differential conformance harnesses, and RaptorQ durability artifacts.

HEALTH 80 / Healthy
// solo// hidden gem
Thriving Thriving TypeScript TS
48
memry memrynote/memry

Your personal operating system for thought. Notes, journal, tasks, calendar — unified, offline-first, end-to-end encrypted. Private by architecture, not by promise.

HEALTH 96 / Healthy
// solo// hidden gem// release machine
Thriving Thriving JavaScript JS CSS CS
48
awesome-github-repos tonngw/awesome-github-repos

🚀 A curated collection of awesome GitHub repositories, organized by language and topic from my starred projects. Modern, elegant platform for showcasing your starred GitHub repositories.

HEALTH 70 / Stable
// solo// hidden gem// fork magnet
Thriving Thriving TypeScript TS
47
GitNexus Bd-Mutant7/GitNexus

GitNexus: The Zero-Server Code Intelligence Engine - GitNexus is a client-side knowledge graph creator that runs entirely in your browser. Drop in a GitHub repo or ZIP file, and get an interactive knowledge graph wit a built in Graph RAG Agent. Perfect for code exploration

HEALTH 80 / Healthy
// solo// hidden gem// funded
Thriving Thriving Rust RS
46
frankenredis Dicklesworthstone/frankenredis

Memory-safe clean-room Redis reimplementation in Rust with strict/hardened compatibility modes, deterministic replication semantics, differential conformance harnesses, and profile-guided optimization proofs.

HEALTH 80 / Healthy
// solo// hidden gem
Thriving Thriving Python PY
46
klaussy-agents steph-dove/klaussy-agents

Multi-agent repo boilerplate generator. One command to make any repo ready for Claude Code, Gemini CLI, Cursor, Codex, GitHub Copilot, and Google Antigravity — each gets the same conventions and the same workflow skills in its own native format.

HEALTH 85 / Healthy
// solo// hidden gem// release machine
Thriving Thriving HTML HT
46
cfyxip wanwushequ/cfyxip

Cloudflare EDT 导航 新手搭建CF节点的第一站 EDT脚本 | 优选域名 | 优选IP | 优选工具 | 测速工具 | 检测工具 | 客户端 https://bestcf.pages.dev

HEALTH 80 / Healthy
// solo
Thriving Thriving Python PY
45
MeadowPy AlexHettle/MeadowPy

Beginner-friendly Python IDE with local AI features, teaching tools, plain-English error help, and step-through debugging.

HEALTH 99 / Healthy
// solo// hidden gem
Thriving Thriving Python PY
45
Free-Telegram-Store-Bot indmdev/Free-Telegram-Store-Bot

This is 100% Free Shop Bot, Is a Telegram Store Bot you can use for selling your products and services and managing your products and orders. You customers can easily use the Auto Buy Bot to shop on you store with confidence using this Auto shop bot.

HEALTH 67 / Stable
// solo
Thriving Thriving Swift SW
45
ClaudeBar kiminmonaco/ClaudeBar

🔍 Monitor AI coding assistant usage with ClaudeBar, a macOS menu bar app that helps you track quotas for Claude, Codex, GitHub Copilot, and more.

HEALTH 79 / Stable
Thriving Thriving Kotlin KT
45
N-Zik N-Zik-Group/N-Zik

A multilingual YouTube Music frontend for Android, focused on performance, UI/UX refinements, feature expansion, and long-term support.

HEALTH 96 / Healthy
// solo
Newborn Newborn Vue VU Go GO
44
uniterm ys-ll/uniterm

A modern cross-platform terminal emulator with a built-in autonomous AI Agent — capable of independently planning and executing multi-turn shell commands, like Claude Code for your terminal.

HEALTH 91 / Healthy
// solo// hidden gem// release machine
Thriving Thriving TypeScript TS
43
helios BintzGavin/helios

Programmatic video creation with web technologies you already know. CSS animations just work.

HEALTH 100 / Healthy
// solo// hidden gem
Thriving Thriving Dart DA TypeScript TS
43
remote_pi jacobaraujo7/remote_pi

Control your Pi coding agent from your phone. Pair with a one-time QR code and chat with your local agent — even when you're away from your computer.

HEALTH 95 / Healthy
// solo// release machine
Newborn Newborn Swift SW
42
Vifty Reedtrullz/Vifty

Native macOS menu-bar fan control and charger-power monitor for Apple Silicon MacBook Pros.

HEALTH 90 / Healthy
// solo// hidden gem
Newborn Newborn C++ C+
39
mcpp mcpp-community/mcpp

A modern C++ module-first build tool — written in pure C++23 modules, fully self-hosted / 一个 现代C++ 模块化构建工具 — 纯 C++23 模块编写(已实现自举)

HEALTH 90 / Healthy
// solo// hidden gem// release machine
Newborn Newborn TypeScript TS
39
QodeX QodeXcli/QodeX

QodeX — a local-first LLM agent & AI coding CLI agent for your terminal. Runs local models (Qwen3-Coder via Ollama/LM Studio) with deterministic guardrails, 100+ tools, a real browser, smart vision & shareable live artifacts. Open source, Apache-2.0.

HEALTH 90 / Healthy
// solo// hidden gem
Newborn Newborn Python PY
38
ha-world-cup-2026 Adya84/ha-world-cup-2026

⚽ Home Assistant World Cup 2026 integration with live fixtures, results, standings, statistics, predictions and a ready-to-import dashboard.

HEALTH 93 / Healthy
// solo// hidden gem// funded// release machine
Thriving Thriving JavaScript JS
38
Antigravity2Api anshulrules/Antigravity2Api

🚀 Transform Antigravity into standard Claude and Gemini APIs, enabling seamless tool use, structured outputs, and workaround support for MCP issues.

HEALTH 57 / Quiet
// hidden gem// legacy hero
Thriving Thriving Go GO
38
uwas uwaserver/uwas

Unified Web Application Server — Apache+Nginx+Varnish+Caddy in a single Go binary. Auto HTTPS, built-in caching, PHP/FastCGI, reverse proxy, load balancing, WAF, web dashboard, and MCP server.

HEALTH 90 / Healthy
// solo// release machine
Thriving Thriving Python PY
37
djust djust-org/djust

Phoenix LiveView-style reactive server-side rendering for Django with Rust-powered performance

HEALTH 100 / Healthy
// hidden gem
Thriving Thriving TypeScript TS
31
nowen-note cropflre/nowen-note

开源自托管笔记与私有知识库,支持 Markdown/富文本、AI 写作、思维导图、任务管理、全文搜索、多级笔记本和 Docker 一键部署。

HEALTH 92 / Healthy
// solo// release machine// under pressure
Thriving Thriving Python PY
27
RLHF_learn Dylsimple60/RLHF_learn

🤖 Enhance reinforcement learning stability and efficiency with advanced algorithms like TRPO, PPO, DPO, GRPO, DAPO, and GSPO for optimized policy training.

HEALTH 55 / Quiet
// solo
Thriving Thriving Python PY
22
structai black-yt/structai

StructAI offers a robust toolkit for LLM interaction—such as structured outputs, context management, and parallel execution.

HEALTH 77 / Stable
// solo// hidden gem
Newborn Newborn Kotlin KT
20
suicanfc-kd Kdroidwin/suicanfc-kd

交通系NFCカード Suica 、Pasmo 、ICOCA 、manacaなどの残高や運賃支払い履歴などのデータを読み取り、表示する。

HEALTH 73 / Stable
// solo// hidden gem
Newborn Newborn HTML HT Python PY
20
pm-watcher yixuuuan/pm-watcher

World Cup cross-platform prediction-market pricing monitor — live odds across Polymarket, Kalshi, 42, Manifold & Predict.fun

HEALTH 79 / Stable
// solo// hidden gem
Thriving Thriving Rust RS
14
soulwhistle senuthsl/soulwhistle

🔊 Generate precise audio frequencies for consciousness research with Soulwhistle’s real-time synthesis engine, designed for brainwave entrainment and exploration.

HEALTH 55 / Quiet
// hidden gem
Thriving Thriving Python PY Vue VU
13
Yuxi-Know wilson0523/Yuxi-Know

🧠 Build intelligent agents using a large model framework for knowledge bases and knowledge graphs with Yuxi-Know.

HEALTH 68 / Stable
// hidden gem
The Undervalued Score +

How much a project earns versus how much attention it actually gets. Above 50 means the work is outrunning its audience. Recomputed nightly from commit velocity, contributor effort, issue resolution, fork utility, release cadence, and project maturity — divided by a logarithmic reach factor.

score  = signal / reach

signal = 0.25·commit_velocity   // commits in last 90 days (cap 30)
       + 0.20·contributor_work  // unique authors × velocity (cap 100)
       + 0.20·issue_resolution  // closed ÷ total issues
       + 0.20·fork_ratio        // forks ÷ stars (proxy for real usage)
       + 0.10·release_cadence   // releases in 90 days (cap 3)
       + age_bonus              // +0 to +0.30 after 6 months
       + homepage_bonus         // +0.05 if homepage is set

reach  = log₁₀(stars + watchers + 10)
The Health Score +

Is the project alive and maintained right now? A 0–100 pulse recomputed nightly from commit recency, rhythm, how fast issues close, and how quickly PRs get merged.

health = 0.35·recency       // days since last commit (90d decay)
       + 0.25·cadence       // commit rhythm consistency
       + 0.20·issue_health  // closed ÷ total issues
       + 0.20·pr_health     // merged ÷ total PRs
Health bands +

The colour and label on every card come straight from the health score.

Healthy   80 – 100   active, responsive, regular releases
Stable    60 – 79    maintained, steady, no alarms
Quiet     40 – 59    slowing down — watch this one
At Risk    0 – 39    going dark · candidate for rescue
// Tags — what each label means +

Tags are independent behavioral signals computed nightly. A project can hold multiple at once. They drive the home page sections.

solo_builder      one person holds > 80% of commits (last 180d)
needs_contributors has open "help wanted" or "good first issue" labels
hidden_gem        < 100 stars · active in last 3 months · documented
legacy_hero       repo > 5 years old · committed this year
fork_magnet       forks/stars > 0.5 · used as template or dependency
release_machine   5+ releases in the last 90 days
under_pressure    > 10 open issues · ≤ 2 contributors · health ≥ 60
community_watch   watchers > stars · devs tracking before the public
community_hub     GitHub Discussions enabled · > 20 discussions
funded            maintainer has active funding channel
Why rank against stars at all? +

Stars are an outcome, not effort. A project with 8 stars and daily commits is doing more interesting work than one coasting on 8k. We measure the building, then divide by the attention already received — so the genuinely undervalued rise to the top.

// stars   = lagging indicator
// commits = leading indicator
// we rank by the leading one