Awesome List Updates on Mar 09 - Mar 15, 2026

57 awesome lists updated this week.

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1. Awesome Webxr

Standout Projects

• XRSH - Linux virtual machines running inside WebXR to enable live-scripting, packages and prototyping inside an in-VR shell. [repo]

Development / Other

• XR Fragments - A tiny specification for controlling any 3D model using URLs, based on existing metadata. Promoting hyperlinked WebXR storytelling using all 3D editors and viewers. [repo]

Social Spaces / Other

• w3dge - A platform for gatherings and virtual showcases with AI integration.

Web3XR / Engines

• Hyperfy (⭐282) - An open-source framework for building interactive 3D virtual worlds with built-in support for physics, networking, and a component-based application system.

2. Awesome Ironsworn

Resources / Starforged

• Starforged Progress Cards - Printable progress tracking cards for Starforged in standard "poker" card size

3. Awesome Selfhosted

Software / Analytics

• Shaper - Build Data Dashboards all in SQL. Powered by DuckDB. (Demo, Source Code (⭐989)) MPL-2.0 Docker/Nodejs/Python/Go

Software / Communication - Custom Communication Systems

• Tuwunel - High-performance and feature-rich chat server for Matrix, and the successor to conduwuit (fork of Conduit). (Demo, Source Code (⭐1.6k)) Apache-2.0 deb/Docker/Nix/Rust

Software / Document Management - E-books

• Calibre Web Automated (⭐5k) - All-in-one solution, combining the modern lightweight web UI from Calibre-Web with the robust, versatile feature set of Calibre (fork of Calibre Web). GPL-3.0 Docker

Software / Knowledge Management Tools

• Atomic Server - Knowledge graph database with documents (similar to Notion), tables, search, and a powerful linked data API. Lightweight, very fast and no runtime dependencies. (Demo, Source Code (⭐1.5k)) MIT Docker/Rust

• memEx - Structured personal knowledge base, inspired by zettlekasten and org-mode. AGPL-3.0 Docker

Software / Media Management

• Deleterr (⭐271) - Automated media cleanup tool that removes watched and stale content from Plex, Sonarr, and Radarr based on configurable rules. MIT Docker

• TrackWatch ⚠ - Automated music release tracker for Spotify with email notifications, discography generator, and ghost track cleaner (alternative to Release Radar). (Source Code (⭐15)) MIT Docker

Software / Miscellaneous

• OpenReader - EPUB, PDF, DOCX, MD, and TXT file text to speech document reader. Read documents in realtime with high-quality TTS; or extract audiobooks. (Demo, Source Code (⭐283)) MIT Docker

Software / Task Management & To-do Lists

• OpenHabitTracker - Track habits, tasks and notes with time tracking, calendar view and completion statistics. (Demo, Source Code (⭐213)) GPL-3.0 Docker

4. Awesome Mqtt

Platforms

• Iotellect - Low-code IoT/IIoT platform for industrial automation, SCADA, BMS and remote monitoring. Supports MQTT, OPC-UA, Modbus and 100+ protocols with visual development tools and edge-cloud integration.

5. Awesome Lit

Extensions

• @tanstack/lit-table - Headless UI for building powerful tables & datagrids with Lit.

6. Awesome Vue

Projects Using Vue.js / Open Source

• JARVIS (⭐3) - Self-hosted AI assistant platform with Vue 3 frontend, Pinia state management, TypeScript, and real-time SSE streaming chat. FastAPI backend with LangGraph ReAct agents, RAG knowledge base, multi-LLM support (DeepSeek/OpenAI/Anthropic), and plugin SDK.

• MYDY Dashboard (⭐0) - Self-hosted personal productivity and finance management dashboard with AI assistant, Kanban board, time tracking, and Telegram Mini App integration. Built with Nuxt 4 and Laravel 11.

Components & Libraries / UI Components

• @witqq/spreadsheet (⭐7) - A canvas-based spreadsheet engine with zero dependencies, rendering 100K+ rows at 60fps with sorting, filtering, formulas, and collaboration.

• vue-timepicker (⭐6) - A lightweight, customizable timepicker component for Vue 3 with TypeScript support. Supports single/range selection, multiple formats, easy styling, validation and more.

• vue-superselect (⭐23) - Headless, accessible, TypeScript-first select/combobox for Vue 3 with dual compound component and composable APIs.

7. Awesome Wardley Maps

Development

• cli-owm (⭐0) - Command-line tool that renders OnlineWardleyMaps DSL text to SVG. Pipes stdin to stdout, ships as npm package and standalone binaries. Uses the OnlineWardleyMaps parser.

8. Htaccess

Rewrite and Redirection / Force www

Force www

RewriteEngine on
RewriteCond %{HTTP_HOST} ^example\.com [NC]
RewriteRule ^(.*)$ https://www.example.com/$1 [L,R=301,NC]

Rewrite and Redirection / Force non-www

Force non-www

It’s still open for debate whether www or non-www is the way to go, so if you happen to be a fan of bare domains, here you go:

RewriteEngine on
RewriteCond %{HTTP_HOST} ^www\.example\.com [NC]
RewriteRule ^(.*)$ https://example.com/$1 [L,R=301]

Rewrite and Redirection / Remove Trailing Slash

Remove Trailing Slash

This snippet will redirect paths ending in slashes to their non-slash-terminated counterparts (except for actual directories), e.g. https://www.example.com/blog/ to https://www.example.com/blog. This is important for SEO, since it’s recommended to have a canonical URL for every page.

RewriteCond %{REQUEST_FILENAME} !-d
RewriteCond %{REQUEST_URI} (.+)/$
RewriteRule ^ %1 [R=301,L]

Source

Rewrite and Redirection / Redirect an Entire Site

Redirect an Entire Site

Redirect 301 / https://newsite.com/

This way does it with links intact. That is www.oldsite.com/some/crazy/link.html will become www.newsite.com/some/crazy/link.html. This is extremely helpful when you are just “moving” a site to a new domain. Source

Rewrite and Redirection / Redirect Using RedirectMatch

Redirect Using RedirectMatch

RedirectMatch 301 /subdirectory(.*) https://www.newsite.com/newfolder/$1
RedirectMatch 301 ^/(.*).htm$ /$1.html
RedirectMatch 301 ^/200([0-9])/([^01])(.*)$ /$2$3
RedirectMatch 301 ^/category/(.*)$ /$1
RedirectMatch 301 ^/(.*)/htaccesselite-ultimate-htaccess-article.html(.*) /htaccess/htaccess.html
RedirectMatch 301 ^/(.*).html/1/(.*) /$1.html$2
RedirectMatch 301 ^/manual/(.*)$ https://www.php.net/manual/$1
RedirectMatch 301 ^/old-directory/(.*)$ /new-directory/$1
RedirectMatch 301 ^/z/(.*)$ https://static.askapache.com/$1

Source

Rewrite and Redirection / Alias “Clean” URLs

Alias “Clean” URLs

This snippet lets you use “clean” URLs -- those without a PHP extension, e.g. example.com/users instead of example.com/users.php.

RewriteEngine On
RewriteCond %{SCRIPT_FILENAME} !-d
RewriteRule ^([^.]+)$ $1.php [NC,L]

Source

Security / Deny All Access

Deny All Access

Require all denied

But wait, this will lock you out from your content as well! Thus introducing...

Security / Deny All Access Except Yours

Deny All Access Except Yours

Require all denied
Require ip xxx.xxx.xxx.xxx

xxx.xxx.xxx.xxx is your IP. If you replace the last three digits with 0/12 for example, this will specify a range of IPs within the same network, thus saving you the trouble to list all allowed IPs separately. Source

Now of course there's a reversed version:

Security / Allow All Access Except Spammers'

Allow All Access Except Spammers'

Require all granted
Require not ip xxx.xxx.xxx.xxx
Require not ip xxx.xxx.xxx.xxy

Security / Disable Image Hotlinking

Disable Image Hotlinking

RewriteEngine on
# Remove the following line if you want to block blank referrer too
RewriteCond %{HTTP_REFERER} !^$

RewriteCond %{HTTP_REFERER} !^https?://(.+\.)?example.com [NC]
RewriteRule \.(jpe?g|png|gif|bmp|webp|avif|svg|ico)$ - [NC,F,L]

# If you want to display a “blocked” banner in place of the hotlinked image,
# replace the above rule with:
# RewriteRule \.(jpe?g|png|gif|bmp|webp|avif|svg|ico) https://example.com/blocked.png [R,L]

Security / Disable Image Hotlinking for Specific Domains

Disable Image Hotlinking for Specific Domains

Sometimes you want to disable image hotlinking from some bad guys only.

RewriteEngine on
RewriteCond %{HTTP_REFERER} ^https?://(.+\.)?badsite\.com [NC,OR]
RewriteCond %{HTTP_REFERER} ^https?://(.+\.)?badsite2\.com [NC,OR]
RewriteRule \.(jpe?g|png|gif|bmp|webp|avif|svg|ico)$ - [NC,F,L]

# If you want to display a “blocked” banner in place of the hotlinked image,
# replace the above rule with:
# RewriteRule \.(jpe?g|png|gif|bmp|webp|avif|svg|ico) https://example.com/blocked.png [R,L]

Security / Block Visitors by Referrer

Block Visitors by Referrer

This denies access for all users who are coming from (referred by) a specific domain. Source

RewriteEngine on
# Options +FollowSymlinks
RewriteCond %{HTTP_REFERER} somedomain\.com [NC,OR]
RewriteCond %{HTTP_REFERER} anotherdomain\.com
RewriteRule .* - [F]

Security / Block Specific User Agents

Block Specific User Agents

This will block specific user agents from accessing your site, useful for blocking scrapers and bad bots.

RewriteEngine on
RewriteCond %{HTTP_USER_AGENT} BadBot [NC,OR]
RewriteCond %{HTTP_USER_AGENT} EvilScraper [NC]
RewriteRule .* - [F,L]

Security / Content Security Policy (CSP)

Content Security Policy (CSP)

A Content Security Policy header helps mitigate cross-site scripting (XSS) and other code injection attacks by declaring which dynamic resources are allowed to load.

<IfModule mod_headers.c>
    Header set Content-Security-Policy "default-src 'self'; script-src 'self'; style-src 'self'"
</IfModule>

Adjust the directives to fit your needs. See the CSP reference for all available directives.

Security / Prevent MIME Type Sniffing

Prevent MIME Type Sniffing

This prevents browsers from trying to guess ("sniff") the MIME type of a resource, which can have security implications. The browser will trust what the server says and block the resource if it doesn't match the expected type.

<IfModule mod_headers.c>
    Header set X-Content-Type-Options "nosniff"
</IfModule>

Security / Set Referrer Policy

Set Referrer Policy

Control how much referrer information is included with requests. This helps protect user privacy by preventing the full URL from leaking to external sites.

<IfModule mod_headers.c>
    Header set Referrer-Policy "strict-origin-when-cross-origin"
</IfModule>

Security / Set Permissions Policy

Set Permissions Policy

Restrict which browser features your site can use, such as camera, microphone, geolocation, etc.

<IfModule mod_headers.c>
    Header set Permissions-Policy "camera=(), microphone=(), geolocation=(), interest-cohort=()"
</IfModule>

Performance / Remove Server Signature

Remove Server Signature

Prevent Apache from exposing its version number and OS information in HTTP headers and error pages.

ServerSignature Off

Performance / Set Cache-Control Headers

Set Cache-Control Headers

Cache-Control headers provide more fine-grained control over browser caching than Expires headers. You can use both together for maximum compatibility.

<IfModule mod_headers.c>
    # Cache CSS and JS for 1 year
    <FilesMatch "\.(css|js)$">
        Header set Cache-Control "max-age=31536000, public"
    </FilesMatch>

    # Cache images for 1 month
    <FilesMatch "\.(jpe?g|png|gif|webp|avif|svg|ico)$">
        Header set Cache-Control "max-age=2592000, public"
    </FilesMatch>

    # Cache fonts for 1 month
    <FilesMatch "\.(woff2?|ttf|otf)$">
        Header set Cache-Control "max-age=2592000, public"
    </FilesMatch>

    # Do not cache HTML
    <FilesMatch "\.(html|htm)$">
        Header set Cache-Control "no-cache, no-store, must-revalidate"
    </FilesMatch>
</IfModule>

Miscellaneous / Turn eTags Off

Turn eTags Off

By removing the ETag header, you disable caches and browsers from being able to validate files, so they are forced to rely on your Cache-Control and Expires header. Source

<IfModule mod_headers.c>
    Header unset ETag
</IfModule>
FileETag None

Miscellaneous / Custom Error Pages

Custom Error Pages

ErrorDocument 500 "Houston, we have a problem."
ErrorDocument 401 https://error.example.com/mordor.html
ErrorDocument 404 /errors/halflife3.html

Miscellaneous / Custom Maintenance Page

Custom Maintenance Page

Redirect all traffic to a maintenance page while still allowing access from a specific IP address.

RewriteEngine on
RewriteCond %{REMOTE_ADDR} !^xxx\.xxx\.xxx\.xxx
RewriteCond %{REQUEST_URI} !/maintenance.html$ [NC]
RewriteCond %{REQUEST_URI} !\.(css|js|png|jpe?g|gif|svg|ico)$ [NC]
RewriteRule .* /maintenance.html [R=503,L]

Replace xxx.xxx.xxx.xxx with your IP address to retain access while the site is under maintenance.

Miscellaneous / Enable CORS

Enable CORS

Enable Cross-Origin Resource Sharing (CORS) for your site, allowing other domains to make requests to your server.

<IfModule mod_headers.c>
    Header set Access-Control-Allow-Origin "*"
    Header set Access-Control-Allow-Methods "GET, POST, PUT, DELETE, OPTIONS"
    Header set Access-Control-Allow-Headers "Content-Type, Authorization"
</IfModule>

To restrict access to specific domains, replace * with the domain, e.g. https://example.com.

Miscellaneous / Set Custom MIME Types

Set Custom MIME Types

Define custom MIME types for file formats that Apache may not recognize by default.

AddType application/manifest+json .webmanifest
AddType application/wasm .wasm
AddType application/x-ndjson .ndjson
AddType text/vtt .vtt

Miscellaneous / Switch to Another PHP Version

Switch to Another PHP Version

If you’re on a shared host, chances are there are more than one version of PHP installed, and sometimes you want a specific version for your website. The following snippet should switch the PHP version for you.

AddHandler application/x-httpd-php84 .php

# Alternatively, you can use AddType
AddType application/x-httpd-php84 .php

Miscellaneous / Serve WebP/AVIF Images

Serve WebP/AVIF Images

If a modern format image (AVIF or WebP) with the same name exists alongside the original jpg/png, it will be served instead. AVIF is preferred over WebP when the browser supports both.

RewriteEngine On

# Serve AVIF if supported and available
RewriteCond %{HTTP_ACCEPT} image/avif
RewriteCond %{DOCUMENT_ROOT}/$1.avif -f
RewriteRule (.+)\.(jpe?g|png)$ $1.avif [T=image/avif,E=accept:1]

# Otherwise, serve WebP if supported and available
RewriteCond %{HTTP_ACCEPT} image/webp
RewriteCond %{DOCUMENT_ROOT}/$1.webp -f
RewriteRule (.+)\.(jpe?g|png)$ $1.webp [T=image/webp,E=accept:1]

9. Typedb Awesome

Open source projects using TypeDB

• go-typeql - A Go ORM for TypeDB 3.x with type-safe CRUD, query building, migrations, and code generation.

• skills - A collection of agent skills, including a TypeDB skill for agent workflows.

10. Awesome Nextjs

Boilerplates

• Kaiforge Lite (⭐0) - Free and open-source Next.js admin dashboard template with Tailwind CSS, dark mode, and multiple color themes.

11. Awesome Tmux

Tools and session management

• tmux-grip Pin tmux sessions to fixed numbered slots with direct key jumps and a popup manager

12. Awesome Django

Third-Party Packages / Admin

• dj-control-room (⭐377) - Build a control plane with a suite of operational tools inside the Django admin (Redis, cache, Celery, URLs, and more).

13. Awesome Godot

3D / Godot 4

• Sunder - An open-source, fast-paced multiplayer shooter game inspired by Tribes, with jetpacks, skis and vehicles.

GDScript/C# editor support / Godot version unknown

• Neovim (⭐23) - A batteries-included Neovim plugin for Godot 4.x game development. Use Neovim as a fully featured external editor for Godot, with minimal setup.

14. Awesome Playcanvas

3D Gaussian Splatting / YouTube Playables

• Solaya - Generate high-fidelity 3D digital twins as the foundation for unlimited visual assets.

• StorySplat - Transform your 3D captures into interactive stories.

15. Awesome Chrome Devtools

Accessibility (A11y) / Ruby

• Chromelens - See how your web app will look to people with different types of vision and the path users will travel when tabbing through your page.

Workflow / Ruby

• Clockwork - View PHP application profiling data.

• Emulated Device Lab - Experiment with multiple devices being emulated at the same time.

• RailsPanel - View Ruby on Rails application profiling data.

• React Developer Tools - Inspect the React component hierarchies.

• Ember.js Inspector - Allows you to inspect Ember.js objects in your application.

• Marionette Inspector - Inspect a Marionette application's views, events, and live data.

• Backbone Debugger - Inspect a Backbone application's views, models, events, and routes.

• App Inspector for Sencha - Inspect a Sencha ExtJS/Touch application's component tree, data stores, events, and layouts.

• Redux Devtools - Inspect Redux with actions history, undo and replay.

• Three.js - Edit any three.js project.

• Metal.js Developer Tools - Inspect the Metal component hierarchies.

• Web Component DevTools - Inspect, modify and observe Web Components on page.

Themes / Ruby

• DevTools Author - A selection of themes to modify parts of DevTools related to authoring web applications.

• Zero Dark Matrix - Dark theme for Chrome Developer Tools.

• Material UI Theme - Provides various Material Design inspired themes.

16. Awesome Web Archiving

Tools & Software / Quality Assurance

• Chrome Check My Links - Browser extension: a link checker with more options.

• Chrome link checker - Browser extension: basic link checker.

• Chrome link gopher - Browser extension: link harvester on a page.

• Chrome Open Multiple URLs - Browser extension: opens multiple URLs and also extracts URLs from text.

• Chrome Revolver - Browser extension: switches between browser tabs.

17. Awesome Readme

Examples

• FileShot/FileShotZKE (⭐18) - Well-structured security documentation. Clear API reference with code examples. Detailed how-it-works section covering key derivation, AES-256-GCM encryption, and upload pipeline. Browser support table and security policy.

Articles

• "Top ten reasons why I won’t use your open source project" - Adam Stacoviak

18. ALL About RSS

Self Hosted Readers / Outline Processor Markup Language

• Dashboard (⭐5) - lightweight, customizable, client-side RSS feeds dashboard.

19. Awesome Sysadmin

Software / Identity Management - LDAP

• LTB Self-Service Password - Web interface to change and reset LDAP passwords. (Source Code (⭐1.3k)) GPL-3.0 PHP

20. Awesome WebExtensions

Getting started

• Mozilla's WebExtensions documentation - MDN wiki for the WebExtensions API.

• Browser support for WebExtensions - Compatibility table for Chrome, Edge, Firefox, and Opera.

21. Awesome Opensource Apps

What do we have:

• Project Name: 2048 (⭐2.3k)

  Contributors: Krunal

• Project Name: AI chatbot

  Contributors: umar abdullahi

• Project Name: AI for guess the number (⭐2.3k)

  Contributors: Omar Sameh

• Project Name: Address locator

  Contributors: Chris

• Project Name: Asymmetric Encryption

  Contributors: victor matheus

• Project Name: Attachment Unique Mail

  Contributors: Arnav Dandekar

• Project Name: Automated calendar

  Contributors: J.A. Hernández

• Project Name: Automated emails

  Contributors: Suvigya

• Project Name: Battery_notification (⭐2.3k)

  Contributors: Krishna Sharma

• Project Name: Better_CSV_Storage (⭐2.3k)

  Contributors: Bhargav Kuvadiya

• Project Name: Bitcoin price GUI

  Contributors: Amirul Abu

• Project Name: CLI Calculator

  Contributors: Willian GL

• Project Name: COVID visualiser (real-time)

  Contributors: Tushar Gupta

• Project Name: CSV to Excel (⭐2.3k)

  Contributors: xemeds

• Project Name: Caesar Cipher

  Contributors: epi052

• Project Name: Checksum tool

  Contributors: Austin Ewens

• Project Name: Clean_up_photo

  Contributors: sritanmay001

• Project Name: Codechef autosubmitter

  Contributors: Harshit Mahajan

• Project Name: Codeforces Checker

  Contributors: Jinesh Parakh

• Project Name: Colored B&W Image Converter

  Contributors: Nitish Srivastava

• Project Name: Contact 'Leads' Distribution

  Contributors: Tiago Cordeiro

• Project Name: Countdown (⭐2.3k)

  Contributors: Jeremias Gomes

• Project Name: csv_to_json (⭐2.3k)

  Contributors: MoiZ

• Project Name: Cricket Matches web Scraper

  Contributors: Divy Ranjan

• Project Name: Crypt socket

  Contributors: Willian GL

• Project Name: Cryptocurrency Converter

  Contributors: AdnCodz

• Project Name: Cryptocurrency Prices (⭐2.3k)

  Contributors: xemeds

• Project Name: Current City Weather

  Contributors: Jesse Bridge

• Project Name: DNA Analysis Toolkit (⭐13)

  Contributors: shmlkv

• Project Name: DOH DIG

  Contributors: Ryan

• Project Name: Database-As-Storage (⭐2.3k)

  Contributors: Bhargav Kuvadiya

• Project Name: Directory Tree Visualizer (⭐2.3k)

  Contributors: Harpreet Singh Saluja

• Project Name: Directory organizer

  Contributors: Athul P

• Project Name: Download Page as PDF (⭐2.3k)

  Contributors: Jeremias Gomes

• Project Name: Elasticsearch snapshot (⭐2.3k)

  Contributors: Joe Ryan

• Project Name: English Theasaurus (⭐2.3k)

  Contributors: Ansh Dhingra

• Project Name: Excel Files Merger

  Contributors: Andrei N

• Project Name: Excel to List

  Contributors: Nitish Srivastava

• Project Name: Extended_ip_address_info

  Contributors: hafpaf

• Project Name: Face Recognition (⭐2.3k)

  Contributors: LOKESH KHURANA

• Project Name: Fibonacci_Sequence_Generator

  Contributors: John Wesley Kommala

• Project Name: File Carving (⭐2.3k)

  Contributors: Yeryeong Kim

• Project Name: File Encrypt Decrypt

  Contributors: Aditya Arakeri

• Project Name: FileMagic Organizer

  Contributors: malivinayak

• Project Name: File Organizer

  Contributors: Ayush Bhardwaj

• Project Name: File Sharing Bot

  Contributors: Darshan Patel

• Project Name: File explorer

  Contributors: Nikhil Kumar Singh

• Project Name: Find PhoneNumber in String

  Contributors: Austin Zuniga

• Project Name: Flash card quizzer

  Contributors: Utkarsh Sharma

• Project Name: Folder Locker and hider (⭐2.3k)

  Contributors: Prajjwal Pathak

• Project Name: Folder Manager

  Contributors: Harsh Raj

• Project Name: Frammed text generator

  Contributors: jcdwalle

• Project Name: Get Time By TimeZone (⭐2.3k)

  Contributors: Parth Shah

• Project Name: git_automation (⭐2.3k)

  Contributors: loge1998

• Project Name: Github repo creator (⭐2.3k)

  Contributors: Harish Tiwari

• Project Name: Github Review Bot (⭐2.3k)

  Contributors: Gaurav Giri

• Project Name: GithubBot (⭐2.3k)

  Contributors: Abhilasha

• Project Name: Gmail Mailing Script

  Contributors: mayank-kapur

• Project Name: Google Meet Joiner (⭐2.3k)

  Contributors: JohanSanSebastian

• Project Name: HTML Table to List

  Contributors: Nitish Srivastava

• Project Name: Handwrting DNN recognizer

  Contributors: Chris

• Project Name: Harry Potter Cloak (⭐2.3k)

  Contributors: thesmartdeveloperr

• Project Name: IMDB TV Series Info Extractor

  Contributors: Yash Raj Sarrof

• Project Name: IMDBQuerier

  Contributors: Burak Bekci

• Project Name: IP Address (⭐2.3k)

  Contributors: Xenium

• Project Name: Image Compressor (⭐2.3k)

  Contributors: Prathima Kadari

• Project Name: Image To PDF

  Contributors: msaoudallah

• Project Name: Image Watermarker (batch)

  Contributors: Remco Halman

• Project Name: Image circle formatter

  Contributors: Berk Gureken

• Project Name: Independent RSA Communication Algorithm (⭐2.3k)

  Contributors: Miguel Santos

• Project Name: Instadp Web Scrapper

  Contributors: Psychiquest

• Project Name: Instagram Video Downloader (⭐2.3k)

  Contributors: Shobhit Bhosure

• Project Name: JSON file to YAML convertor (⭐1)

  Contributors: Saksham Basandrai

• Project Name: Keylogger

  Contributors: Preet Mishra

• Project Name: Medium Article Downloader

  Contributors: coolsonu39

• Project Name: Minecraft Server in background

  Contributors: Max von Forell

• Project Name: Own IP locator

  Contributors: Chris

• Project Name: PDF2text

  Contributors: QuangPH

• Project Name: PDFsplitter

  Contributors: Prathamesh-Ghatole

• Project Name: PX to REM (⭐2.3k)

  Contributors: Atthaphon Urairat

• Project Name: Pdf to AudioBook Converter (⭐2.3k)

  Contributors: Ayesha Gull

• Project Name: Plagiarism_detector (⭐2.3k)

  Contributors: Akshita Singhal

• Project Name: Port Scanner

  Contributors: Plutoberth

• Project Name: Pressure_Converter (⭐0)

  Contributors: E-Wave

• Project Name: Pretty CSV

  Contributors: Frizz925

• Project Name: PyRecorder

  Contributors: Rocky Jain

• Project Name: py_based_music_player (⭐2.3k)

  Contributors: Bhargav Kuvadiya

• Project Name: Py_Cleaner

  Contributors: Abhishek Dobliyal

• Project Name: Python Algebra Solver

  Contributors: Sengxay Xayachack

• Project Name: RSA Algorithm (⭐2.3k)

  Contributors: Chinmay Rane

• Project Name: RSA Key Pair Generator

  Contributors: Aditya Parikh

• Project Name: Random Password Generators

  Contributors: Hafpaf and Renderer-RCT2

• Project Name: Random name generator

  Contributors: Ayush Bhardwaj

• Project Name: Random_Email_Generator

  Contributors: Shubham Garg

• Project Name: Remove-Duplicate-Files

  Contributors: Aayushi Varma

• Project Name: Rock-Paper-Scissor Game (⭐2.3k)

  Contributors: Punit Sakre

• Project Name: send_whatsapp_message

  Contributors: Mukesh Prasad

• Project Name: Send messages to sqs in parallel

  Contributors: Jinam Shah

• Project Name: Server Ping

  Contributors: prince

• Project Name: Signature photo to PNG converter

  Contributors: Rodolfo Ferro

• Project Name: Simple Webpage Parser

  Contributors: Nitish Srivastava

• Project Name: Slideshare downloader

  Contributors: Chris Goes

• Project Name: SMS your location

  Contributors: prince

• Project Name: Spotify Downloader

  Contributors: Sagar Patel

• Project Name: Squid installer for Ubuntu

  Contributors: Berkay Demir

  :

• Project Name: SSH Host adder (⭐2.3k)

  Contributors: NinoDoko

• Project Name: Steg_Tool (⭐2.3k)

  Contributors: Shankar JP

• Project Name: sudoku-solver (⭐2.3k)

  Contributors: Rishabh Umrao

• Project Name: Subtitle downloader

  Contributors: Kaushlendra Pratap

• Project Name: TTS - Text to Speech Mp3 (⭐2.3k)

  Contributors: Antonio Andrade

• Project Name: Take Screenshot

  Contributors: Moad Mohammed Elhebri

• Project Name: Tambola_Ticket_Generator

  Contributors: Amandeep_Singh

• Project Name: Test Your Internet Speed (⭐2.3k)

  Contributors: TheSmartDeveloperr

• Project Name: TicTacToe AI and 2 players (⭐4)

  Contributors: Omar Sameh

• Project Name: To Do Bot

  Contributors: Darshan Patel

• Project Name: Top_News

  Contributors: Attupatil

• Project Name: Translate CLI (⭐2.3k)

  Contributors: Rodrigo Oliveira

• Project Name: URL shortener

  Contributors: Sam Ebison

• Project Name: Upload Files to S3

  Contributors: Jayram Nai

• Project Name: Vinegère Cipher

  Contributors: victoni

• Project Name: Web proxy

  Contributors: Nikhil Kumar Singh

• Project Name: Website Url Detector

  Contributors: sonniki

• Project Name: Website blocker

  Contributors: Ayush Bhardwaj

• Project Name: WiFi Password Viewer

  Contributors: Sagar Patel

• Project Name: Wikipedia-Search (⭐2.3k)

  Contributors: Nissaar

• Project Name: Word Frequency Counter

  Contributors: sonniki

• Project Name: Word generator

  Contributors: TGLIDE

• Project Name: Work log generator

  Contributors: Maël Pedretti

• Project Name: X Scrapper

  Contributors: Shreeram

• Project Name: YTS Torrents

  Contributors: Mayank Nader

• Project Name: Yoda-speak Translator

  Contributors: sonniki

• Project Name: Youtube video downloader

  Contributors: Christopher He

• Project Name: Zabbix API

  Contributors: msg4sunny

• Project Name: Zip password cracker

  Contributors: umar abdullahi

• Project Name: Task Scheduler

  Contributors: heysagnik

• Project Name: PDF Password Decypter

  Contributors: parthasdey2304

• Project Name: Password Strength Checker

  Contributors: Parveshiiii

• Project Name: QR Code Generator

  Contributors: Parveshiiii

22. Awesome Zsh Plugins

Plugins / superconsole - Windows-only

• edit-select (⭐5) - Brings a full text-editor experience to the ZSH command line: copy, cut, paste, undo/redo, type-to-replace, and native X11/Wayland clipboard integration, with Shift+Arrow and mouse selection support.

• git-worktree-manager (⭐0) - Manage git worktrees with ease. Streamline your workflow when working with multiple branches simultaneously.

• gitignore (⭐54) - Plugin for creating .gitignore files.

• llm-replace (⭐2) - Integrate LLMs into the shell for quick command generation. Requires curl and jq.

Themes / superconsole - Windows-only

• ooh-matron (⭐0) - Real time prompt with decorators for exit status of last command, username@hostname, IP address and git status.

• sentinelx (⭐0) - A lightweight, high-fidelity Zsh theme optimized for penetration testing and red teaming. It provides real-time situational awareness and process tracking for long-running security tools. Includes decorators for git status, a live process spinner, VPN status, root status and last command duration.

23. Awesome Computational Biology

scRNA

• CZ CELLxGENE — Single-cell dataset repository and interactive explorer from the Chan Zuckerberg Initiative.

• Human Cell Atlas — Open global atlas of all cells in the human body.

Compound

• HMDB (Human Metabolome Database) — Comprehensive database of small molecule metabolites found in the human body.

• DrugCentral — Online drug compendium with drug mode of action and indication information.

Protein

• SAbDab — Structural Antibody Database containing all antibody structures in the PDB.

• OADB (Observed Antibody Space Database) — Database of antibody sequences from immune repertoire sequencing.

Genome

• ENCODE — Encyclopedia of DNA Elements; regulatory and functional genomic elements across the genome.

• Ensembl — Genome browser and annotation database for vertebrate and other eukaryotic genomes.

• gnomAD — Genome Aggregation Database; genetic variation from large-scale sequencing projects.

• Rfam — Database of RNA families with sequence alignments and consensus structures.

Disease

• DisGeNET — Database of gene-disease associations integrating expert-curated and GWAS data.

• OMIM (Online Mendelian Inheritance in Man) — Comprehensive database of human genes and genetic disorders.

Protein-Protein Interaction

• IntAct — Open-source molecular interaction database and analysis system from EMBL-EBI.

Benchmarks & Datasets

• BindingDB Curated Sets — Curated binding affinity datasets for protein–ligand interaction benchmarking.

• Cancer Therapeutics Response Portal (CTRP) — Drug sensitivity profiles across ~900 cancer cell lines for >400 compounds.

• GuacaMol (⭐500) — Benchmark suite for generative molecular design models.

• MOSES (⭐957) — Benchmarking platform for molecular generation models.

• Therapeutics Data Commons (TDC) — Unified benchmark suite covering ADMET, drug-target interaction, drug response, and more.

Preprocessing Tools

• Biopython — Collection of Python tools for biological computation including sequence analysis, structure parsing, and database access.

• DeepChem (⭐6.6k) — Deep learning library for drug discovery, quantum chemistry, and materials science.

• scvi-tools — Probabilistic models for single-cell omics data analysis.

• CellTypist (⭐457) — Automated cell type annotation for scRNA-seq.

• GROMACS — Molecular dynamics simulation package for biochemical molecules.

• MDAnalysis — Python library for analyzing and altering molecular dynamics simulation trajectories.

• OpenMM — High-performance toolkit for molecular simulation and GPU-accelerated MD.

Molecular Generation

• REINVENT (⭐370) — Reinforcement learning for de novo drug design.

• MolGPT (⭐169) — Transformer-based model for molecular generation.

• Molecular Transformer (⭐413) — Sequence-to-sequence model for retrosynthesis prediction.

• TargetDiff (⭐323) — 3D equivariant diffusion model for structure-based drug design.

LLM for Biology

• ClawBio (⭐101) — Bioinformatics-native AI agent skill library with local-first pharmacogenomics, ancestry PCA, semantic similarity, nutrigenomics, and metagenomics skills.

Single-cell Foundation Models / Transcriptomics Foundation Models

• Geneformer — Context-aware, attention-based deep learning model pretrained on a large corpus of single-cell transcriptomes.

• scBERT (⭐347) — BERT-based foundation model pretrained on large-scale scRNA-seq data for cell type annotation.

• CellPLM (⭐101) — Cell pre-trained language model with inter-cell transformer architecture for diverse single-cell analysis tasks.

Single-cell Foundation Models / Spatial Foundation Models

• GigaPath (⭐578) — Slide-level digital pathology foundation model pretrained on 1.3 billion pathology image tokens from whole-slide images.

• UNI (⭐681) — General-purpose self-supervised pathology foundation model trained on 100K+ whole-slide images for diverse computational pathology tasks.

• CONCH (⭐472) — Vision-language foundation model for computational pathology trained with contrastive captioning on pathology image–text pairs.

• Phikon — ViT-based pathology foundation model pretrained with iBOT self-supervision on TCGA whole-slide images.

Single-cell Foundation Models / Multi-Omics Foundation Models

• scMulan (⭐62) — Single-cell multi-omic language model pretrained on ~10M cells spanning transcriptomics, epigenomics, and proteomics for cross-omics transfer tasks.

• totalVI (⭐1.6k) — Probabilistic framework for joint analysis of paired scRNA-seq and protein (CITE-seq) data enabling multi-modal cell state representation across single-cell datasets.

• MultiVI (⭐1.6k) — Multi-modal variational autoencoder for integrating paired and unpaired single-cell RNA-seq and ATAC-seq measurements into a unified latent space.

• MIRA (⭐67) — Probabilistic multimodal topic model jointly modeling single-cell transcriptomics and chromatin accessibility for regulatory network inference.

• GLUE (⭐455) — Graph-Linked Unified Embedding framework for unpaired single-cell multi-omics data integration across RNA, ATAC, methylation, and protein modalities.

• BABEL (⭐47) — Cross-modality translation model enabling prediction between scRNA-seq and scATAC-seq profiles without requiring paired single-cell measurements.

• Multigrate (⭐31) — Asymmetric multi-omics variational autoencoder for integrating single-cell data across RNA, ATAC, and protein modalities with missing-modality support.

• MOFA+ (⭐384) — Multi-Omics Factor Analysis framework identifying shared axes of variation across bulk and single-cell datasets including RNA, ATAC, proteomics, methylation, and copy number.

• GeneCompass (⭐111) — Large-scale foundation model integrating DNA regulatory sequences and single-cell transcriptomics from 120M+ cells across multiple species for gene regulation prediction.

• UnitedNet (⭐52) — Interpretable multi-task deep neural network for single-cell multi-omics integration spanning transcriptomics, chromatin accessibility, and proteomics.

• SpatialGlue — Graph attention network for spatial multi-omics integration jointly embedding spatial transcriptomics with chromatin accessibility or proteomics.

• MIDAS (⭐62) — Mosaic integration and differential accessibility model for single-cell multi-omics data that handles arbitrary missing-modality combinations across transcriptomics, chromatin accessibility, and proteomics.

Single-cell Foundation Models / Domain Alignment

• scArches (⭐399) — Transfer learning framework for mapping new single-cell datasets onto pre-trained reference atlases across batches, conditions, and modalities.

• TOSICA — Transformer-based framework for one-stop interpretable cell-type annotation supporting cross-dataset and cross-species transfer.

Protein Foundation Models / Protein Structure Prediction and Design

• AlphaFold3 (⭐7.7k) — Predicts structures of proteins, nucleic acids, small molecules, and their complexes.

• Boltz-1 (⭐3.8k) — Open-source all-atom biomolecular structure prediction model for proteins, nucleic acids, small molecules, and their complexes achieving AlphaFold3-level accuracy.

• Chai-1 (⭐1.9k) — Unified molecular structure prediction model covering proteins, nucleic acids, small molecules, and complexes.

• ESM3 (⭐2.3k) — Multimodal protein language model that jointly reasons over sequence, structure, and function for generative protein design and engineering.

• ESMFold (⭐4k) — Fast protein structure prediction using language model embeddings.

• RFdiffusion (⭐2.8k) — Generative model for protein backbone design using diffusion.

• ProteinMPNN (⭐1.6k) — Deep learning model for protein sequence design given backbone structure.

• OmegaFold (⭐612) — High-resolution de novo protein structure prediction from sequence.

• RoseTTAFold (⭐2.2k) — Three-track neural network for protein structure prediction.

Multi-Modal Foundation Models / Protein Structure Prediction and Design

• CHIEF (⭐688) — Clinical Histopathology Imaging Evaluation Foundation model integrating histology images and clinical context for pan-cancer analysis.

• BiomedCLIP — CLIP-based vision-language foundation model for biomedical images and text trained on PubMed figure–caption pairs.

Genomics Foundation Models / Protein Structure Prediction and Design

• Nucleotide Transformer (⭐830) — Foundation model for genomic sequences across multiple species.

• DNABERT (⭐743) — Pre-trained bidirectional encoder for DNA sequence analysis.

• DNABERT-2 (⭐459) — Improved genome foundation model with efficient tokenization.

• Enformer (⭐15k) — Transformer model predicting gene expression from DNA sequence.

• Basenji (⭐466) — Sequential regulatory activity prediction from DNA sequences.

• Caduceus (⭐226) — Bidirectional equivariant long-range DNA sequence model based on Mamba.

• Evo (⭐1.5k) — Long-context genomic foundation model (up to 1M tokens).

• HyenaDNA (⭐764) — Long-range genomic foundation model handling sequences up to 1M tokens with sub-quadratic attention.

24. Awesome Terraform

Tools / Community providers

• cloud-audit (⭐3) - AWS security auditing CLI with remediation engine that generates Terraform code for fixing misconfigurations.

• ReleaseRun Terraform Provider Matrix - Free browser tool to check Terraform provider version compatibility across Terraform and OpenTofu versions.

• terraform-ai-skills (⭐1) - AI-powered skill for GitHub Copilot, Claude, and ChatGPT that automates bulk Terraform module management — provider upgrades, workflow standardization, and releases across 10–200+ repositories on AWS, GCP, Azure, and DigitalOcean.

25. Awesome Windows

Communication

• Stoat - Chat platform built with modern web tech.

IDEs

• VSCodium - A VS Code fork without all the Microsoft bloat and telemetry.

Productivity

• Beetroot - Manages clipboard history with AI text transforms and OCR extraction.

26. Awesome Firebase Genkit

Plugins / Java (Unofficial) - Community

• Core
  • genkit-java - An unofficial Java SDK for Genkit, providing Java support for building AI-powered applications.

• Model / Embedding Plugins
  • genkit-plugin-openai - Plugin for OpenAI models (GPT-4o, GPT-4o-mini, etc.) and embeddings.
  • genkit-plugin-google-genai - Plugin for Google Gemini models and Imagen image generation.
  • genkit-plugin-anthropic - Plugin for Anthropic Claude models.
  • genkit-plugin-aws-bedrock - Plugin for AWS Bedrock models (Amazon Nova, Claude, LLaMA, Mistral, etc.).
  • genkit-plugin-azure-foundry - Plugin for Azure AI Foundry models.
  • genkit-plugin-xai - Plugin for XAI (x.ai) Grok models.
  • genkit-plugin-deepseek - Plugin for DeepSeek models.
  • genkit-plugin-cohere - Plugin for Cohere Command models.
  • genkit-plugin-mistral - Plugin for Mistral AI models.
  • genkit-plugin-groq - Plugin for Groq ultra-fast inference.
  • genkit-plugin-ollama - Plugin for local Ollama models.
  • genkit-plugin-compat-oai - Plugin for any OpenAI-compatible API endpoint.

• Vector Store Plugins
  • genkit-plugin-localvec - Plugin for local file-based vector store for development.
  • genkit-plugin-firebase - Plugin for Firebase (Firestore vector search, Cloud Functions, telemetry).
  • genkit-plugin-weaviate - Plugin for Weaviate vector database.
  • genkit-plugin-postgresql - Plugin for PostgreSQL with pgvector.
  • genkit-plugin-pinecone - Plugin for Pinecone vector database.

• Evaluator Plugins
  • genkit-plugin-evaluators - Plugin for pre-built RAGAS-style evaluators (faithfulness, relevancy, etc.).

• Other Plugins
  • genkit-plugin-jetty - HTTP server plugin using Jetty 12.
  • genkit-plugin-spring - HTTP server plugin using Spring Boot.
  • genkit-plugin-mcp - Plugin for Model Context Protocol (MCP) client integration.

Solutions / Java (Unofficial) - Community

• Genkit Azure Function AI Foundry - A sample project demonstrating how to use Genkit with Azure Functions and Azure AI Foundry.

• Genkit AWS Lambda Bedrock - A sample project demonstrating how to use Genkit with AWS Lambda and Amazon Bedrock.

Follow / Java (Unofficial) - Community

• Genkit Java GitHub (⭐8) - Unofficial GitHub repository for Genkit Java.

27. Awesome Azure Openai Llm

1. App & Agent

• Agent Protocols
  • MCP
  • A2A
  • Computer use

• Coding & Research
  • Coding
  • Skill
  • Domain-Specific Agents
  • Deep Research

3. Research & Survey

• Challenges
  • Context Constraints
  • Trustworthy, Safe and Secure LLM
  • Large Language Model's Abilities
  • Reasoning

• Survey & Build
  • Survey on Large Language Models
  • Additional Topics: A Survey of LLMs
  • LLM Research (Ranked by cite count ≥150)
  • Build an LLMs from Scratch
  • Business Use Cases

5. Best Practices

• RAG
  • The Problem with RAG
  • RAG Solution Design
  • RAG Research
  • RAG Research (Ranked by cite count >=100)

• Agent
  • Agent Design Patterns
  • Agent Research
  • Agent Research (Ranked by cite count >=100)
  • Reflection, Tool Use, Planning and Multi-agent collaboration
  • Tool Use: LLM to Master APIs

28. Awesome Workflow Automation

What is Workflow Automation?

• Classic iPaaS — Connect SaaS apps with triggers and actions (Zapier, Make)

• AI-augmented automation — Workflows with LLM steps that reason and adapt (n8n AI agents, Make AI Grid)

• Agentic AI platforms — Autonomous agents with memory, planning, and tool use (OpenClaw, Lindy)

• Multi-agent systems — Teams of specialized AI agents collaborating (CrewAI, AutoGen)

• Browser automation agents — AI that navigates the web like a human (Browser-Use, Skyvern)

• AI coding agents — Autonomous software engineers (Claude Code, Devin, Cursor)

• MCP ecosystem — Standardized protocol for connecting AI to any tool or data source

• 85% of enterprises plan to adopt AI agents (McKinsey 2025)

• AI agent market reached $7.6B in 2025, projected at 49.6% annual growth through 2033

• 85%+ of developers now regularly use AI coding tools

🔗 Classic Automation & iPaaS

• Zapier — Review — The most widely used automation platform. 8,000+ app integrations, AI Copilot, AI Agents, MCP support, and Chatbots. Trusted by 3M+ businesses.

• Make — Review — Powerful visual canvas for building multi-step automations with branching logic and conditional flows. AI Grid for agent orchestration.

• n8n — Review — Open-source (fair-code) automation platform for developers and teams. 400+ integrations, native AI agent nodes, LLM support, self-hostable. 176K+ GitHub stars.

• ActivePieces — Review — Open-source Zapier alternative. 492+ integrations, AI SDK for custom agents, visual builder, MCP server support, TypeScript-extensible.

• Automatisch — Review — Open-source self-hosted Zapier alternative.

• Huginn (⭐49k) — Review — Self-hosted agents that monitor the web and automate tasks on your own server.

• IFTTT — Review — Simple automation for web services, IoT, and smart devices. 1,000+ integrations.

• Pipedream — Review — Developer-first automation. 2,800+ integrations, MCP server with 10,000+ tools, AI agent builder with natural language support.

• Workato — Review — Intelligent enterprise automation. Recipes, real-time sync, AI suggestions, on-prem agent, low-code + custom code.

• Tray.io — Review — Enterprise-grade low-code automation builder with AI orchestration.

• Automate.io — Review — Integrate apps and automate business workflows.

• Albato — No-code automation platform for connecting apps without technical expertise.

• Node-RED — Low-code event-driven programming for IoT and workflow automation. Open-source, browser-based flow editor.

• Parabola — Review — No-code automation for data workflows — pull, transform, and send data without code.

• Tallyfy — Review — Automate workflows, approvals, and SOPs for teams.

• Kissflow — Low-code platform with AI natural language workflow creation and predictive workflow optimization.

☁️ Hosted / No-Code Agent Builders / 🦞 Awesome OpenClaw Resources

• Lindy — Deploy AI agents for sales, ops, recruiting, and email. Goal-based configuration rather than trigger-action rules. HubSpot, Gmail, Slack, Notion integrations.

• Gumloop — Visual AI-first canvas. Nodes + subflows + templates for common AI automations. 1,000 free credits on signup.

• Relay.app — Approvals, human-in-the-loop flows, and a clean UI. Used by teams at Cursor, Ramp, and Motion.

• Wordware — Natural language agent builder. Teams build and share agents without code.

• Relevance AI — No-code multi-agent platform. Build, collaborate on, and deploy agent workforces.

• Stack AI — Visual builder → internal app or API. Templates for support, sales, policy Q&A. Enterprise governance with role-based access and audit history.

• Agentforce (Salesforce) — Salesforce's agentic AI platform. Deploy AI agents directly inside Slack as virtual teammates.

🧠 AI-Powered Automation Platforms

• Latenode — Build AI Agents and Integrate with Apps & APIs. 300+ integrations, JavaScript support, visual builder, messenger automation (WhatsApp, Telegram, LinkedIn).

• Taskade — Review — AI-powered workflow automation with custom agents, real-time collaboration, and project management.

• Dify — Open-source LLM app development platform. Visual drag-and-drop workflow builder, RAG pipeline, knowledge base, multi-trigger support. 58,000+ GitHub stars.

• Voiceflow — Build, test, and deploy conversational AI agents and voice workflows for any channel.

• Automateo — Create LLM-based workflows that produce consistent, structured AI outputs.

• Dreamlit AI — AI email agent that turns database events into automated email workflows.

• Sintra AI — A team of specialized AI helpers for marketing, customer support, sales, recruiting, and data analysis.

• Agent Builder — Review — Build your own custom AI assistants with OpenAI's no-code Agent Builder.

🏠 Self-Hosted & Local AI Agents

• OpenClaw (⭐246k) ⭐ — Your own personal AI assistant. Runs locally on any OS. Connects to WhatsApp, Telegram, Slack, Discord, Signal, iMessage, Microsoft Teams, Matrix, and more. Uses natural language — no predefined workflows needed. Features browser control, cron jobs, voice via ElevenLabs, multi-agent routing, Canvas workspace, and a public skill registry (ClawHub (⭐25k)) with 5,700+ community skills. Privacy-first. MIT license.

• Openwork (⭐9.3k) — MIT-licensed open alternative to Anthropic's Cowork with multi-LLM support for browser automation.

🏠 Self-Hosted & Local AI Agents / 🦞 Awesome OpenClaw Resources

• Awesome OpenClaw Skills (⭐25k) — Community registry of 5,700+ skills for OpenClaw

• OpenClaw Workflow Guide — Practical workflows: GitHub PR automation, WhatsApp AI digest, cron jobs

• Self-Hosted OpenClaw Setup — Full deployment walkthrough

• OpenClaw vs n8n & ChatGPT — How it compares to other tools

🏢 Enterprise AI Automation / 🦞 Awesome OpenClaw Resources

• UiPath — Leading enterprise RPA + AI platform. Combines bots, AI, and process mining at scale.

• Automation Anywhere — Enterprise intelligent automation. AI agents + bots for large-scale operations.

• ServiceNow — Enterprise service workflows with agentic AI for HR, IT, and customer support.

• Microsoft Power Automate — Review — Enterprise automation within the Microsoft 365 ecosystem. AI Builder, cloud flows, and desktop flows.

• IBM watsonx.ai — Enterprise AI platform for building and deploying agents adapted to org-specific data.

• Appian — Low-code process automation for enterprise workflows.

Multi-Agent Orchestration / 🦞 Awesome OpenClaw Resources

• CrewAI (⭐45k) ⭐ 32K+ stars — Role-based multi-agent framework. Agents collaborate like a team, each with a defined role. Minimal setup, works without LangChain. Popular for customer service and marketing automation.

• LangChain (⭐128k) ⭐ 90K+ stars — The foundational LLM framework. Tools, memory, retrieval, agents, chains. Vast ecosystem and wide adoption.

• LangGraph (⭐25k) ⭐ 10K+ stars — Graph-based stateful multi-agent orchestration from LangChain. Build cyclical, precise agent workflows with full control over state.

• AutoGen (Microsoft) (⭐55k) ⭐ 35K+ stars — Conversational multi-agent framework. Agents collaborate, iterate, and execute with minimal human input. Popular in academic and training environments.

• OpenAI Agents SDK (⭐19k) ⭐ 11K+ stars — Lightweight Python SDK for multi-agent workflows. Provider-agnostic (100+ LLMs), built-in tracing and guardrails. Released March 2025.

• Google ADK — Google's Agent Development Kit. Modular framework integrating with Gemini and Vertex AI. Released April 2025.

• Mastra — TypeScript-native agent framework. Workflows, memory, RAG, and integrations built for JavaScript teams.

• SmolAgents (Hugging Face) (⭐26k) ⭐ 10K+ stars — Minimal Python library for powerful agents. Uses code execution as the primary agent action rather than JSON tool calls.

• PydanticAI ⭐ 7K+ stars — Agent framework built on Pydantic. Type-safe, structured LLM outputs and actions. Natural fit for FastAPI developers.

• Semantic Kernel (Microsoft) (⭐27k) ⭐ 22K+ stars — SDK for integrating LLMs into .NET, Python, and Java applications. Enterprise-ready agentic workflows.

• Swarms (⭐5.8k) ⭐ 4K+ stars — Framework for orchestrating large swarms of AI agents for enterprise automation at scale.

• SuperAGI (⭐17k) ⭐ 15K+ stars — Open-source autonomous AI agent framework with GUI, performance telemetry, and a tools marketplace.

• MetaGPT (⭐65k) ⭐ 44K+ stars — Multi-agent software company simulation. Assigns product manager, engineer, and QA roles to automate entire development workflows from a single natural language requirement.

LLM App & RAG Builders / 🦞 Awesome OpenClaw Resources

• Dify (⭐131k) ⭐ 58K+ stars — Open-source LLM app platform. Workflow builder, RAG, knowledge base management, code nodes, agent mode. Enterprise edition with SOC2 compliance.

• Langflow (⭐145k) ⭐ 42K+ stars — Visual builder for LLM apps and MCP servers. Python-based, 100+ integrations, strong RAG pipeline support. Backed by DataStax.

• Flowise (⭐49k) ⭐ 30K+ stars — Drag-and-drop LLM flow builder using LangChain. Chatflow, Agentflow, and Assistant builders. 100+ model and vector DB integrations.

• LlamaIndex (⭐47k) ⭐ 36K+ stars — Data framework for LLM apps. Best-in-class RAG pipelines, retrieval, and observability/evals.

• Haystack (deepset) (⭐24k) ⭐ 18K+ stars — Python LLM framework for production RAG and agent pipelines. Maximum developer control.

• Botpress ⭐ 12K+ stars — Open-source chatbot and conversational AI platform. Multi-channel deployment and no-code flow builder.

• Rasa ⭐ 18K+ stars — Enterprise open-source conversational AI. CALM architecture separates language understanding from business logic. Trusted by American Express.

• Rivet ⭐ 3K+ stars — Visual programming environment for creating and debugging AI agent pipelines with a node graph UI.

• OpenWebUI (⭐124k) ⭐ 50K+ stars — Feature-rich local web interface for LLMs (Ollama, OpenAI-compatible). Agent and workflow support.

• Sim Studio — Open-source visual builder for AI agent simulations and workflows.

Specialized Agent Libraries / 🦞 Awesome OpenClaw Resources

• Mem0 (⭐48k) — Persistent memory layer for AI agents. Remembers users, preferences, and past interactions across sessions and tools.

• Agno (Phidata) (⭐38k) — Framework for building multimodal agents with memory, knowledge, tools, and reasoning.

• Firecrawl — Web data layer for AI agents. Search the web, navigate pages, and extract structured data from any website. Used inside OpenClaw and many agent stacks.

• ZenML (⭐5.2k) — MLOps + LLMOps framework. Manages the production lifecycle of agents — the "outer loop" that LangChain and CrewAI leave unaddressed.

AI Browser Agents / 🦞 Awesome OpenClaw Resources

• Browser-Use (⭐78k) ⭐ 60K+ stars — Open-source Python library. Makes websites accessible to AI agents using a DOM + Vision hybrid approach. Works with Claude, GPT, Gemini, and local Ollama models. MIT license.

• Skyvern (⭐21k) ⭐ 10K+ stars — Vision LLM-based browser automation. Playwright-compatible SDK plus a no-code workflow builder. Best for form fills, logins, downloads, and RPA-style tasks.

• Stagehand ⭐ 5K+ stars — AI-native Playwright wrapper. Adds LLM reasoning on top of deterministic Playwright scripting. Built and maintained by Browserbase.

• Playwright MCP (⭐28k) ⭐ 10K+ stars — Microsoft's MCP server for AI-controlled browser automation. Uses the accessibility tree (Snapshot Mode) — no screenshots needed, fast and deterministic.

• Perplexity Comet — Consumer AI browser (Chromium-based). Autonomous navigation, form filling, email and calendar management, voice control. Launched July 2025.

Browser Infrastructure / 🦞 Awesome OpenClaw Resources

• Browserbase — Gold standard browser infrastructure for AI agents. Persistent sessions, stealth mode, session recordings, Playwright and Puppeteer compatible. Raised $40M Series B at $300M valuation (June 2025). Processed 50M+ sessions in 2025.

• Apify — Full web automation platform. Cloud actors, proxy management, scheduling, and an official MCP server for AI agent integration.

• Steel — Open-source browser infrastructure built specifically for AI agents.

• Hyperbrowser — AI-native browser platform combining natural language commands with Playwright reliability. YC-backed.

💻 AI Coding Agents & IDEs / 🦞 Awesome OpenClaw Resources

• Claude Code — Anthropic's agentic coding tool. Deep codebase understanding, multi-file edits, terminal integration, and MCP support. Available in VS Code, JetBrains, terminal, and browser. Consistently rated highest for complex reasoning, debugging, and architectural changes.

• Cursor — AI-native IDE (VS Code fork). The most broadly adopted AI coding tool among individual developers. Semantic codebase indexing, multi-file agent mode, and inline edits.

• GitHub Copilot — Microsoft's AI coding assistant. Agent mode, Copilot Workspace for issue-to-PR flows, and the strongest enterprise IP indemnity in the market.

• Windsurf — Agentic IDE with Cascade agent and persistent memory across sessions. Acquired by Cognition (makers of Devin) in 2025.

• Devin — The most autonomous coding agent available. Plans, codes, tests, and deploys in its own cloud sandbox with a shell, editor, and browser. Goldman Sachs uses hundreds of instances internally.

• Cline (⭐59k) — Open-source agentic coding assistant for VS Code. BYOK (bring your own key), full shell access, and MCP support.

• Aider — Open-source terminal coding agent. Git-integrated pair programming that works with any LLM. Excellent for open-source codebases.

• Amazon Q Developer — AWS-native AI coding assistant. Deep AWS integration, security scanning, and code transformation features.

• Kiro (AWS) — AWS's agentic IDE with dual spec-driven and vibe-coding modes. Differentiates through DevOps automation. Launched mid-2025.

• Trae (ByteDance) — Free VS Code-based IDE with unlimited Claude and GPT-4o access. Builder Mode for automated project generation.

• Augment Code — The first AI coding assistant to achieve ISO/IEC 42001 certification for AI management systems.

🔌 MCP (Model Context Protocol) / 🦞 Awesome OpenClaw Resources

• Nov 2024 — MCP public release by Anthropic

• Nov 2025 — MCP 2025-11-25 spec: async Tasks, OAuth 2.1, enterprise governance

• Dec 2025 — MCP donated to the Linux Foundation (AAIF), co-founded by Anthropic, Block, and OpenAI

Core MCP Resources / 🦞 Awesome OpenClaw Resources

• MCP Specification — Official protocol spec and documentation

• MCP Official Servers (⭐80k) — Reference implementations: GitHub, Google Drive, Slack, databases, browsers, and more

• MCP TypeScript SDK (⭐12k) — Official TypeScript SDK for building MCP servers and clients

• MCP Python SDK (⭐22k) — Official Python SDK

• Awesome MCP Servers (⭐82k) — Community-curated list of 500+ MCP servers

Platforms with MCP Support / 🦞 Awesome OpenClaw Resources

• Claude / Claude.ai — MCP client; connect any MCP server to Claude

• OpenClaw — MCP via the skills and tools ecosystem

• Zapier — MCP server; call Zaps from any AI agent

• n8n — MCP server support built in

• Make — MCP server option

• Cursor — MCP client

• Claude Code — MCP client; extend coding workflows with external services

• Pipedream — MCP server with 10,000+ tools

• Playwright MCP — Browser automation accessible via MCP

• Langflow — Build and deploy MCP servers visually

📊 Data Pipeline & Workflow Orchestration / 🦞 Awesome OpenClaw Resources

• Apache Airflow — Industry-standard open-source platform for authoring, scheduling, and monitoring data workflows. Python-based DAGs.

• Prefect — Modern Python workflow orchestration. Better developer experience than Airflow with strong observability.

• Temporal — Durable workflow execution platform. Handles retries, timeouts, and long-running distributed workflows reliably.

• Windmill — Open-source platform for building workflows, data pipelines, cron jobs, and scripts from code.

• Dagster — Data orchestration built around software-defined assets. Strong observability and testing support.

• Kestra — Open-source declarative workflow orchestration. YAML-based, 500+ plugins, cloud-native.

• Apache Kafka — Distributed event streaming platform. Foundation for real-time data pipelines and event-driven automation.

📋 Project Management with Automation / 🦞 Awesome OpenClaw Resources

• ClickUp — Review — All-in-one project management with powerful automations and AI features.

• Asana — Project management with a no-code AI agent builder for automating workflow stages from intake to reporting.

• Airtable — Review — Spreadsheet-database hybrid with automated workflows and AI features.

• Smartsheet — Review — Collaborative work management with automation, AI-assisted formulas, and integrations.

• Wrike — Review — Project management with customizable workflow automation and an AI work assistant.

• Notion — All-in-one workspace with AI writing assistant and workflow automation via integrations.

• Monday.com — Work OS with no-code automations, AI-powered features, and 200+ integrations.

🗺️ Visual Mapping & Diagramming / 🦞 Awesome OpenClaw Resources

• Lucidchart — Review — Visual workflow mapping, flowcharts, and diagramming. AI-assisted diagram generation.

• Miro — Collaborative online whiteboard with workflow visualization and AI features.

• draw.io — Free, open-source diagramming for workflows, architecture diagrams, and flowcharts.

Workflow Automation / 🦞 Awesome OpenClaw Resources

• When to Use RPA vs Workflow Automation — UiPath

• 7 AI Workflow Automation Trends — Kissflow

• Best AI Workflow Automation Tools — n8n Blog

• 10 Best AI Automation Platforms — Lindy

AI Agents / 🦞 Awesome OpenClaw Resources

• Best AI Agents — DataCamp

• The AI Agent Revolution — Medium

• 13 Best AI Agent Builders — MarketerMilk

• AI Agentic Frameworks: Complete Guide

• r/AIAgents

• r/LangChain

• OpenClaw Discord — See repo for invite link

• CrewAI Community

• Dify Community

OpenClaw / 🦞 Awesome OpenClaw Resources

• OpenClaw: Self-Hosted AI Agent Guide — Contabo

• OpenClaw Workflow Automation — Dev Shorts

• Meet OpenClaw — VPSBG

MCP / 🦞 Awesome OpenClaw Resources

• What is MCP? — Google Cloud

• MCP Nov 2025 Spec Update — WorkOS

• MCP on Wikipedia

• MCP Prompts for Workflow Automation — MCP Blog

Browser Automation / 🦞 Awesome OpenClaw Resources

• Best Browser Agents — Firecrawl

• Browser-Use: Open-Source AI Agent for the Web — InfoWorld

• Playwright MCP Guide 2025 — Medium

• Browser-Use Documentation

• Skyvern Documentation

• Stagehand Guide

AI Coding Agents / 🦞 Awesome OpenClaw Resources

• Best AI Coding Agents — Faros AI

• Rise of AI Coding Agents: Vibe Coding — Programming Helper

• Claude Code vs Cursor — Bannerbear

📂 Resources & Directories / 🦞 Awesome OpenClaw Resources

• 📊 AI Coding Agent Benchmarks — SWE-Bench leaderboard, pricing, real user reviews

• 🦞 Awesome OpenClaw Skills — 5,700+ community skills for OpenClaw

• 🔌 MCP Servers Registry — Official MCP server implementations

• 🔌 Awesome MCP Servers — Community list of 500+ MCP servers

• 🤖 AI Agentic Frameworks Guide — Comprehensive framework comparison

• 📦 Product Hunt: AI Agent Automation — Latest AI agent launches

• 🌐 Firecrawl Blog — Browser agent guides and web automation news

📘 Books / 🦞 Awesome OpenClaw Resources

• Building LLM Powered Applications

• AI Engineering: Building Applications with Foundation Models (Chip Huyen, 2025)

Automation Platforms / 🦞 Awesome OpenClaw Resources

• Power Automate: Beginner's Guide

AI Agents & Frameworks / 🦞 Awesome OpenClaw Resources

• CrewAI Documentation & Quickstart

• LangChain Academy

• LangGraph Tutorials

• AutoGen Documentation

• Dify Documentation

• OpenAI Agents SDK Quickstart

AI Coding / 🦞 Awesome OpenClaw Resources

• Claude Code Documentation

• Cursor Documentation

• Aider Documentation

• r/cursor

• r/ClaudeAI

• Cursor Forum

• Cline Community

🤝 Contributing / 🦞 Awesome OpenClaw Resources

• Actively maintained (updated within the last 12 months)

• Clear documentation, community, or commercial backing

• Genuinely fits one of the listed categories — not general-purpose AI assistants

29. Awesome Quant

JavaScript / FrameWorks

• pmxt (⭐937) - The CCXT for prediction markets. A unified API for trading on Polymarket, Kalshi, and more.

• pmxt (⭐937) - A unified API for accessing prediction market data across multiple exchanges. CCXT for prediction markets.

Python / Financial Instruments and Pricing

• quantra (⭐18) High-performance pricing engine built on QuantLib. It exposes QuantLib's functionality through gRPC and REST APIs, enabling distributed computations with FlatBuffers serialization.

• optionlab (⭐481) - A Python library for evaluating option trading strategies.

Python / Trading & Backtesting

• the0 (⭐164) - Self-hosted execution engine for algorithmic trading bots. Write strategies in Python, TypeScript, Rust, C++, C#, Scala, or Haskell and deploy with one command. Each bot runs in an isolated container with scheduled or streaming execution.

• PRISM-INSIGHT (⭐478) - AI-powered stock analysis system with 13 specialized agents, automated trading via KIS API, supporting Korean & US markets.

• Chartscout - Real-time cryptocurrency chart pattern detection with automated alerts across multiple exchanges

• DayTradingBench - Live autonomous benchmark that evaluates LLM trading performance on DAX and Nasdaq indices using identical strategies and real-time market data. API access available.

• CoinTester - No-code crypto backtesting platform with 100+ indicators, AI sentiment signals, and 5+ years of historical data across 1,000+ trading pairs.

• PythonTradingFramework (⭐25) - Python algorithmic trading bot framework for Kubernetes: backtesting, hyperparameter optimization, 150+ technical analysis indicators (RSI, MACD, Bollinger Bands, ADX), portfolio management, PostgreSQL integration, Helm deployment, CronJob scheduling. Minimal overhead, production-ready, Yahoo Finance data.

• QTradeX-AI-Agents (⭐14) - Example strategies for the QTradeX platfrom.

• QTradeX-Algo-Trading-SDK (⭐56) - AI-powered SDK featuring algorithmic trading, backtesting, deployment on 100+ exchanges, and multiple optimization engines.

• antback (⭐15) - A lightweight, event-loop-style backtest engine that allows a function-driven imperative style using efficient stateful helper functions and data containers.

Python / Risk Analysis

• curistat - Futures volatility forecasting platform for ES/NQ. Proprietary CVN rating (1-10), regime detection (CRC composite), 8 directional signals, economic event impact analytics. Includes MCP server for AI agent integration.

• Prop Trader Compass - Interactive risk and payout calculator for Futures and CFD traders; features one-time fee firm comparisons.

Python / Factor Analysis

• quant-lab-alpha (⭐26) - Open-source investment analytics platform bridging academic research and retail finance.

Python / Sentiment Analysis

• Social Stock Sentiment API - REST API analyzing Reddit and X/Twitter for stock mentions and sentiment, providing buzz scores, trending stocks, and AI-generated trend explanations.

Python / Data Sources

• goMacro.ai - AI-powered economic calendar with institutional-grade insights, bull/bear/base case scenario planning for NFP, CPI, PPI and other macro data releases.

• StockAInsights - AI-extracted financial statements API covering SEC filings including foreign filers (20-F, 6-K, 40-F), normalized quarterly and annual data from 2014+.

• edinet-mcp (⭐1) - Parse Japanese XBRL financial statements from EDINET with 161 normalized labels, 26 financial metrics, and multi-company screening.

• estat-mcp (⭐0) - Access Japanese government statistics (e-Stat) covering population, GDP, CPI, labor, and trade data with MCP integration and Polars export.

• tdnet-disclosure-mcp (⭐0) - Access Japanese timely disclosures (TDNet) via MCP. Retrieve earnings, dividends, forecasts, buybacks, and other filings for 4,000+ listed companies. No API key required.

• coinpulse (⭐0) - Python SDK for cryptocurrency portfolio tracking with real-time prices, P/L calculations, and price alerts. Free tier available.

• brapi.dev - Brazilian stock market data API for B3/Bovespa quotes, historical OHLCV, dividends, and fundamentals.

• 13F Insight - Track institutional investor 13F holdings with AI-powered analysis, position change alerts, and filing summaries.

• edgartools (⭐1.8k) - AI-native SEC EDGAR library with XBRL financials, clean text extraction, 17+ typed forms, and pandas DataFrames.

• FXMacroData - Real-time forex macroeconomic API for all major currency pairs sourced from central bank announcements.

CPP / Data Visualization

• rallyplot - Fast, GPU-accelerated financial plotting library

• PandoraTrader (⭐1.4k) - A C++ CTP trading framework, with very clear logic

Reproducing Works, Training & Books / Data Visualization

• KeepRule - Curated library of decision-making principles and investment wisdom from masters like Buffett and Munger, featuring mental models for better investment thinking.

Related Lists / Data Visualization

• awesome-sec-filings (⭐5) - A curated list of tools, data sources, libraries, and resources for working with SEC filings (13F, 10-K, 10-Q, 8-K).

30. Awesome Langchain

Tools / Services

• Veritensor (⭐67) - Native security wrappers for LangChain DocumentLoaders to block prompt injections, stealth attacks, and PII leaks during RAG data ingestion.

31. Awesome Math

Youtube Series

• Numberphile

32. Awesome Osint

Speciality Search Engines

• BGP.he.net - Free BGP and network intelligence toolkit

• ONYPHE - OSINT engine indexing exposed assets and services across the internet.

Document and Slides Search

• Epstein Exposed - Comprehensive searchable database of 2M+ DOJ Epstein case documents, 1,700+ persons, flight logs, emails, and network graph visualization.

Username Check / GitHub

• Trace - Real-time OSINT platform to search usernames, emails, phone numbers, and full names across 600+ platforms with breach detection and AI risk scoring.

Image Search / GitHub

• Lenso.ai - Reverse image search tool with facial recognition, created for finding people, similar images, copies of photos, identical places and more.

Other Resources / GitHub

• Aware-online.com - Curated collection of OSINT tools and methodologies for investigations.

33. Awesome Playwright

Integrations

• playwright-graphql - Generates a type‑safe GraphQL client and fixtures for Playwright API tests, with a CLI for schema/operation generation and optional coverage reporting.

Utils

• BrowserClaw (⭐11) - AI browser automation via accessibility snapshot and ref targeting. Built on Playwright. No vision model, no CSS selectors — snapshot the page, AI picks a ref, library hits the exact element.

• playwright-best-practices-skill (⭐116) - AI Skill to make agents experts at writing, debugging and maintaining Playwright tests.

• Heroshot (⭐23) - Documentation screenshot automation. Visual picker to define screenshots, one command to regenerate them all.

Reporters

• Checkly - Uploads Playwright test results, screenshots, videos and traces to the Checkly platform for monitoring and debugging across global regions.

Guides

• Currents Blog - Playwright articles written by QA professionals.

• Playwright Weekly - Curated aggregator of Playwright articles & news from the internet.

34. Awesome Regression Testing

Tools and frameworks (a-z↓)

• BitDive - BitDive is a zero-code regression testing tool for Java/Kotlin applications. It captures real runtime behavior (methods, SQL, HTTP) and enables Live Context Replay with automatic mocking to detect semantic drift between versions.

• BFFless - Self-hosted platform for hosting and viewing visual regression screenshots from CI/CD pipelines with GitHub Actions integration.

Online services (a-z↓)

• Keploy - Open-source regression testing tool that automatically generates test cases and mocks from real API calls.

• Sherlo (⭐74) - Visual testing platform for React Native Storybook. Captures screenshots on iOS and Android simulators in the cloud and detects visual changes automatically.

Blog posts (a-z↓)

• CodeLift: Introduction to Diffy for Visual Regression Testing - Catch visual and functional issues before they reach production.

35. Awesome Testing

Software / API Testing

• Spiderhash - Webhook debugging and request inspection tool for testing callback payloads, headers, and delivery behavior.

Software / Visual Testing

• Frostbyte Screenshot Action (⭐0) - GitHub Action for automated website screenshots in CI/CD pipelines. Supports multiple viewports, full-page capture, and dark mode emulation.

Software / UI & End-to-End Testing

• TestDino - A Playwright‑focused test reporting and analytics platform that centralizes CI runs, classifies failures, and uses AI insights to help teams debug faster and ship more reliable releases.

Software / Browser Extensions & Utilities

• Anchor Browser - Cloud browser infrastructure with built-in stealth and proxy rotation for automated testing at scale

Software / Accessibility & Usability Testing

• RatedWithAI - AI-powered website accessibility scanner that checks for ADA and WCAG 2.2 compliance with instant actionable audits.

• WAVE - Suite of evaluation tools that helps authors make their web content more accessible to individuals with disabilities.

36. Awesome Keycloak

Articles

• Keycloak User Federation with LDAP and Active Directory

Community Extensions

• Keycloak Cookieless IDP Extension (⭐1)

• Pin Code Authenticator for Keycloak ACR/LOA (⭐0)

37. Awesome V

Command-line

• dnshammer (⭐0) - A covert communication channel that encodes data into DNS cache timing differences.

Telegram

• velegram (⭐0) - A V language wrapper for TDLib (Telegram Database Library).

Text processing

• vsoup (⭐0) - A fast, JSoup-inspired HTML5 parser and DOM manipulation library for V, powered by Lexbor.

Utility

• vanadium (⭐1) - Ada-level runtime safety for the V programming language.

38. Awesome Ada

Build and Package / Apache License

• tada (⭐17) - An opinionated package management tool for Ada.

Linux and POSIX / Apache License

• florist (⭐8) - POSIX Ada binding, IEEE Standards 1003.5(b,c).

• florist-blady (⭐7) - A fork of Florist which is available as an Alire crate.

39. Awesome Pascal

Graphic

• KIcon (⭐67). [Delphi] [FPC] This component makes sense if a more complex manipulation with icons (or better icon files *.ico) than just viewing is needed. Full PNG icon image support, correct rendering, icons with alpha channel.

Control packs

• KControls (⭐67). [Delphi] [FPC] Control components. All controls have been written with the aim to become both cross-IDE compatible (Delphi/C++Builder VCL and Lazarus LCL) and cross-platform compatible in Lazarus. // Most useful are TKGrid with its DB-aware heritage TKDBGrid — a very full-featured grid implementation incl. inplace editors. There's also hex editor, print preview, editors, labels, buttons etc.

Math

• mrMath (⭐103). [Delphi] [FPC] High-performance, multithreaded matrix and linear algebra library featuring hand-optimized assembler routines for SSE, AVX, AVX2 and FMA. Provides core decompositions (SVD, LU, QR, Hessian, Cholesky), optimized eigenvalue solvers for symmetric matrices, and advanced algorithms such as PCA, CCA, non-negative matrix factorization, SSA, wavelet transforms, RBF splines, t-SNE, and linear/non-linear least-squares fitting. Supports Windows and Linux on both 32-bit and 64-bit platforms.

Other non-visual

• ACBr (Commercial Automation Brazil) (GitHub mirror (⭐73), Organization page in GitHub. [Delphi] [FPC] Set of components and libraries for Delphi and Lazarus, designed to simplify the development of commercial automation systems in Brazil. It is widely used by developers who need to integrate their software with fiscal obligations and automation equipment

40. Awesome Cl

YAML

• yamson (⭐4) - Fast YAML and JSON parsers for Common Lisp (not yet emitters). Apache2.0.

41. Awesome Cpp

Frameworks

• WUI (⭐60) - WUI (Window User Interface Library) is a cross-platform library for creating graphical user interfaces in C++17+ [Boost]website

Audio

• PocketSphinx - A lightweight speech recognition engine. [BSD-2-Clause] website

Biology

• htslib (⭐910) - A C library for reading/writing high-throughput sequencing data. [MIT/BSD] website

CLI

• Ginseng - A C++ command-line argument parser. [MIT]

Compression

• cmix (⭐694) - A lossless data compression program that aims for the highest compression ratios at the cost of speed. [GPL-3.0]

• LZSSE-SIMDe (⭐19) - A portable SIMD implementation of LZSSE compression. [BSD-2-Clause]

• Zopfli (⭐3.6k) - A compression library that performs very good but slow deflate/zlib compression. [Apache-2.0]

Concurrency

• libcu++ (⭐2.3k) - The NVIDIA C++ Standard Library, providing heterogeneous implementation of C++ Standard Library facilities. [Apache-2.0]

• nvthreads (⭐26) - A library for enabling efficient and persistent threading in C/C++. [LGPL-2.1]

Containers

• CRoaring (⭐1.8k) - Roaring bitmaps in C (and C++), with SIMD optimizations. [Apache-2.0]

• fifo_map - A FIFO-ordered associative container for C++. [MIT]

• ordered-map (⭐567) - A C++ hash map and hash set which preserves the order of insertion. [MIT]

Cryptography

• tiny-ECDH-c - Small and portable implementation of the ECDH key agreement protocol in C. [PublicDomain]

• Qt-Secret - Simple encryption library based on Qt for C++ projects. [LGPL]

• micro-ecc (⭐1.4k) - A small and fast ECDH and ECDSA implementation for 8-bit, 32-bit, and 64-bit processors. [BSD-2-Clause]

• crypto-algorithms (⭐2k) - Basic implementations of standard cryptography algorithms (AES, SHA, etc.) in C. [PublicDomain]

• aes-stream - A fast AES-based stream cipher for C. [ISC]

Database

• Ladybug (⭐545) - an embedded graph database built for query speed and scalability. [MIT] website

• constexpr-sql (⭐141) - A compile-time SQL query parser and executor in C++17. [MIT]

• NuDB - A fast, append-only key/value store for SSD drives. [Boost]

Data visualization

• matplotlib-cpp (⭐4.7k) - A C++ wrapper around the matplotlib Python plotting library. [MIT]

Debug

• Attest - Cross-platform, heap-free C test framework with parameterized and lifecycle-aware tests and assertions with ad-hoc formatted messages. [MIT]

• MTuner (⭐2.8k) - A C/C++ memory profiler and memory leak finder for Windows, PlayStation, and other platforms. [BSD-2-Clause]

• heaptrack - A heap memory profiler for Linux. [LGPL-2.1]

GUI

• GuiLite (⭐7.7k) - The smallest header-only GUI library (5 KLOC) for all platforms. [Apache-2.0]

• LCUI (⭐4.3k) - A small C library for building user interfaces with C, XML and CSS. [MIT]

Image Processing

• OpenImageDenoise (⭐2k) - High-performance, high-quality denoising library for ray-traced images. [Apache-2.0] website

• bitmap - C++ Bitmap Library for reading, writing, and processing BMP image files. [MIT]

JSON

• libdart (⭐80) - A high-performance, network-optimized JSON manipulation library. [MIT]

Logging

• logfault (⭐63) - A simple, elegant and efficient C++ header-only logging library. [MIT]

Machine Learning

• TensorComprehensions - A fully-functional C++ library to automatically synthesize high-performance machine learning kernels. [Apache-2.0]

• kann - A lightweight C library for artificial neural networks. [MIT]

Math

• Fastor - A lightweight high performance tensor algebra framework for modern C++. [MIT]

• geogram - A programming library of geometric algorithms. [BSD-3-Clause]

• std-simd - A portable implementation of std::experimental::simd for C++. [BSD-3-Clause]

• libdivide - Optimized integer division for C/C++ using libdivide. [zlib] website

• fpsqrt - Fast fixed point and floating point square root for C. [MIT]

• fastmod - Header-only fast C/C++ library for computing remainders and modular reductions. [Apache-2.0]

• Spectra (⭐835) - A C++ library for large scale eigenvalue problems, built on top of Eigen. [MPL2] website

• FastNoiseSIMD - A library for SIMD-accelerated noise generation functions. [MIT]

Memory Allocation

• Mesh - A memory allocator that automatically reduces the memory footprint of C/C++ applications. [Apache-2.0]

• rpmalloc (⭐2.4k) - A public domain cross-platform lock-free thread-caching 16-byte aligned memory allocator. [PublicDomain]

• TLSF (⭐1.5k) - Two-Level Segregated Fit memory allocator, a general purpose dynamic memory allocator. [BSD]

Networking

• OpenDDS (⭐1.5k) - An open source C++ implementation of the Object Management Group (OMG) Data Distribution Service (DDS). [Apache2]

• easyhttpcpp (⭐168) - A cross-platform HTTP client library providing a caching facility from Sony. [MIT]

• GameNetworkingSockets - Reliable & unreliable messages over UDP by Valve. Connection-oriented API (like TCP). [BSD-3-Clause]

• wepoll (⭐1.1k) - A Windows epoll wrapper based on Winsock. [BSD-2-Clause]

Physics

• tungsten - A high-performance physically based renderer in C++. [zlib]

Regular Expression

• Pawn.Regex (⭐46) - A Pawn plugin that provides support for regular expressions using C++11 std::regex. [MIT]

Scripting

• MuJS - An embeddable Javascript interpreter in C. [ISC] website

• hobbes - A language and an embedded JIT compiler from Morgan Stanley. [Apache-2.0]

Serialization

• fbthrift (⭐2.7k) - Facebook's branch of Apache Thrift, including a serialization library and RPC framework. [Apache-2.0]

Video

• libuvc - A cross-platform library for USB video devices. [BSD]

Web Application Framework

• aeronet - High-performance, modular C++ HTTP/1.1, HTTP/2 and WebSocket microservices framework focused on performance and scalability. [MIT]

• httpserver.h (⭐1.9k) - A single-header HTTP server library for C. [MIT]

• libhttp (⭐1k) - A cross-platform HTTP and HTTPS library in C/C++. [MIT]

Miscellaneous

• Dragonbox - Reference implementation of a new float-to-string conversion algorithm in C++. [Apache2/BSL-1.0]

• Gear-Lib (⭐3.2k) - A collection of basic libraries in POSIX C for embedded and network service development. [MIT]

• single_file_libs (⭐9.8k) - C/C++ open-source libraries with minimal dependencies. [Various]

• spy (⭐157) - A C++17 constexpr library for detecting OS, compiler, architecture, and SIMD at compile time. [MIT]

• licensepp - A software license management library for C++ projects. [Apache-2.0]

• tinydir (⭐866) - A lightweight, portable, and easy to integrate C directory and file reader. [BSD-2-Clause]

• Cello (⭐7.1k) - Higher level programming in C, including generic data structures and polymorphism. [BSD-2-Clause] website

• dyno (⭐1k) - A C++ library for runtime polymorphism with value semantics. [Boost]

• PolyHook (⭐924) - A C++ x86/x64 hooking library. [MIT]

• Verdigris - A header-only library that allows using Qt without the need for moc. [MIT]

• Flicks - A unit of time defined by Facebook/Oculus for exact representation of common frame rates. [BSD]

• Linq - Provides a LINQ syntax for list comprehension in C++. [Boost]

• libcorrect - A C library for convolutional codes and Reed-Solomon error correction. [BSD-3-Clause]

• libfsm - A library for building and executing finite state machines, including regex and glob. [BSD-2-Clause]

• origin (⭐134) - A C++ library for concepts, diagnostics, and other foundational utilities.

Compiler

• sierra - A CISC-oriented programming language focused on creating maintainable programs.

• movfuscator - The single instruction C compiler, compiling programs into only mov instructions. [MIT]

Build Systems

• awesome-cmake - A curated list of awesome CMake scripts, modules, and resources.

• boost-cmake (⭐408) - CMake modules for Boost libraries. [BSD-3-Clause]

• cmake-examples - A collection of useful CMake examples for various scenarios. [MIT]

Static Code Analysis

• CodeCompass (⭐589) - An open-source code comprehension tool for large C/C++ projects. [GPL-3.0]

• CodeChecker (⭐2.5k) - An analyzer tooling, defect database and viewer extension for the Clang Static Analyzer and Clang-Tidy. [Apache-2.0]

Articles

• All C++20 core language features with examples - A reference of all C++20 core language features with examples.

• Memory Footprint of GUI Toolkits - A comparison of the memory footprint of various GUI toolkits.

• C++ UI Libraries - A comprehensive list of C++ UI solutions.

• C++ Compilation - A short description of the C++ compilation process.

• Books on C++17 - A list of books on C++17.

• modern-cpp-features - A cheatsheet of modern C++ language and library features.

• Choosing Some C++ Over C - An article about when to use C++ instead of C.

• C++ 17 Features - A comprehensive list of C++17 features.

• Master C Programming with Open Source Books - A curated list of open source books for learning C programming.

Websites

• C++ Resources - A collection of C++ resources including books, articles, and tools.

• CppPatterns - A repository of modern C++ patterns and idioms. website

• Function Pointers - A guide to understanding function pointers in C/C++.

Other Awesome Projects

• awesome-ld-preload (⭐911) - A curated list of resources related to LD_PRELOAD.

• awesome-static-analysis (⭐14k) - A curated list of static analysis tools for all programming languages.

• cpp_functional_programming (⭐700) - A list of materials and links for C++ functional programming.

• algorithms_and_data_structures - Implementation of algorithms and data structures in C++.

42. Awesome Ruby

Business logic

• Servactory (⭐34) - A set of tools for building reliable service objects of any complexity.

43. Awesome Go

Artificial Intelligence

• hotplex (⭐7) - AI Agent runtime engine with long-lived sessions for Claude Code, OpenCode, pi-mono and other CLI AI tools. Provides full-duplex streaming, multi-platform integrations, and secure sandbox.

• langgraphgo (⭐203) - A Go library for building stateful, multi-actor applications with LLMs, built on the concept of LangGraph，with a lot of builtin Agent architectures.

Audio and Music

• music-theory (⭐452) - Music theory models in Go.

Authentication and Authorization

• authgate (⭐28) - A lightweight OAuth 2.0 Authorization Server supporting Device Authorization Grant (RFC 8628), Authorization Code Flow with PKCE (RFC 6749 + RFC 7636), and Client Credentials Grant for machine-to-machine authentication.

• go-jwt (⭐2) - A JWT (JSON Web Token) library for Go.

Bot Building

• TG (⭐45) - Telegram Bot Framework for Go.

Advanced Console UIs

• phoenix - High-performance TUI framework with Elm-inspired architecture, perfect Unicode rendering, and zero-allocation event system.

Miscellaneous Data Structures and Algorithms

• combo (⭐2) - Combinatorial operations including permutations, combinations, and combinations-with-replacement.

• FSM (⭐17) - FSM for Go.

SQL Query Builders

• relica (⭐7) - Type-safe database query builder with zero production dependencies, LRU statement cache, batch operations, and support for JOINs, subqueries, CTEs, and window functions.

Date and Time

• go-date-fns (⭐3) - A comprehensive date utility library for Go, inspired by date-fns, with 140+ pure and immutable functions.

Functional

• g (⭐49) - Functional programming framework for Go.

Generators

• protoc-gen-httpgo (⭐17) - Generate HTTP server and client from protobuf.

Job Scheduler

• pending (⭐3) - ID-based debounced task scheduler for deferred tasks with cancellation, graceful shutdown, and optional concurrency limits.

Logging

• caarlos0/log (⭐61) - Colorful CLI logger.

Machine Learning

• born (⭐44) - Deep learning framework inspired by Burn (Rust), with autograd, type-safe tensors, and zero-CGO GPU acceleration.

Uncategorized

• goffi (⭐22) - Pure Go FFI with libffi-style typed call interface and structured error handling for calling C libraries without CGO.

Networking

• cdns (⭐3) - Change DNS servers effortlessly via terminal.

Performance

• otelinji (⭐26) - OpenTelemetry auto-instrumentation tool for adding spans to functions.

Science and Data Analysis

• hdf5 (⭐21) - Pure Go implementation of the HDF5 file format for scientific data storage and exchange.

• insyra (⭐51) - Data analysis library with statistics, visualization, Parquet support, and Python integration.

• matlab (⭐10) - Pure Go library for reading and writing MATLAB .mat files (v5-v7.3) without CGO.

• MatProInterface.go (⭐2) - MatProInterface.go is an open source package for defining mathematical programs (e.g., convex optimization problems) in Go.

Stream Processing

• signals (⭐9) - Type-safe reactive state management inspired by Angular Signals with computed values, effects, and dependency tracking.

Testing Frameworks

• should (⭐36) - Testing library with zero dependencies, detailed struct diffs and human-readable error messages.

Regular Expressions

• coregex (⭐135) - Production regex engine with Rust regex-crate architecture: multi-engine DFA/NFA, SIMD prefilters, drop-in stdlib replacement.

Utility/Miscellaneous

• uniwidth (⭐3) - High-performance Unicode character width calculation with SWAR optimization, O(1) lookup tables, and ZWJ emoji support.

Utilities

• go-safecast (⭐83) - Safe number type conversion library that prevents integer overflow and underflow (addresses gosec G115 and CWE-190).

• godoclive (⭐15) - Generates interactive API documentation from Go HTTP handlers using static analysis of chi, gin, and net/http routers.

Routers / Libraries for creating HTTP middlewares

• fursy - HTTP router with type-safe generic handlers, automatic OpenAPI 3.1 generation from code, and RFC 9457 error responses.

Windows / Libraries for creating HTTP middlewares

• windowsupdate (⭐14) - A Golang binding for Windows Update Agent API using go-ole.

Go Tools / Libraries for creating HTTP middlewares

• govisual (⭐677) - Zero-config, pure-Go HTTP request visualizer & debugger for local Go web development.

• lensm (⭐3.6k) - Go assembly and source viewer.

DevOps Tools / Libraries for creating HTTP middlewares

• colima (⭐27k) - Container runtimes on macOS (and Linux) with minimal setup.

• kubefwd (⭐4.1k) - Bulk Kubernetes port forwarding with unique IPs per service for local development.

Other Software / Libraries for creating HTTP middlewares

• Backrest (⭐5.5k) - Web-based UI and orchestrator for restic backup.

Conferences / Libraries for creating HTTP middlewares

• GopherCon China - Shanghai, China.

44. Awesome Rust

Applications

• ad-si/Woxi (⭐510) [woxi] - An interpreter for the Wolfram Language powered by Rust.

• Michael-F-Bryan/mdbook-linkcheck (⭐167) [mdbook-linkcheck] - A backend for mdbook which will check your links for you.

• temps (⭐225) - A self-hosted PaaS that replaces Vercel, analytics, error tracking, and uptime monitoring with a single Rust binary

Applications / Database

• pgdogdev/pgdog (⭐4k) - A fast proxy for scaling PostgreSQL with connection pooling, load balancing, and sharding.

• ruvnet/ruvector (⭐2.4k) [ruvector-core] - A self-learning vector database and cognitive container that runs LLMs locally and scales horizontally.

• sabiql (⭐124) [sabiql] - A fast, driver-less TUI to browse, query, and edit PostgreSQL databases.

Applications / File manager

• moyangzhan/mango-finder (⭐208) - Search your files using nature language

Applications / Finance

• nautechsystems/nautilus_trader (⭐20k) - A high-performance, production-grade algorithmic trading platform written in Rust and Python.

Applications / Image processing

• visioncortex/vtracer (⭐5.5k) [vtracer] - A raster to vector graphics converter (jpg/png to svg).

Applications / Industrial automation

• dora-rs/dora (⭐3k) [dora-cli] - A fast and simple dataflow-oriented framework for building robotic and multi-AI applications, with Python, Rust, and C/C++ APIs

Applications / Productivity

• farion1231/cc-switch (⭐23k) - An all-in-one GUI assistant and profile manager for Claude Code, Codex, and Gemini CLI.

• max-sixty/worktrunk (⭐2.8k) [worktrunk] - CLI for git worktree management designed for running AI agents in parallel, with hooks, LLM commit messages, and merge workflows

Applications / Security tools

• EFForg/rayhunter (⭐4.7k) - IMSI catcher detection tool designed to run on mobile hotspot hardware, helping users identify potential cellular surveillance (Stingray/cell-site simulators)

• sherlock (⭐52) [sherlock] - Hunt down social media accounts by username across social networks

Applications / System tools

• git-ai-project/git-ai (⭐1.2k) - A git extension that tracks AI-generated code in your repositories, linking lines to the agent, model, and transcripts.

• gitbutlerapp/gitbutler (⭐20k) - A modern Git-based version control interface with both a GUI and CLI built from the ground up for AI-powered workflows.

• sharkdp/hexyl (⭐10k) [hexyl] - A command-line hex viewer with colored output for different byte categories

Applications / Text editors

• Inkwell (⭐64) - A portable, offline-first Markdown editor built with Tauri v2. Single executable, zero telemetry.

Applications / Utilities

• ruvnet/RuView (⭐28k) - A privacy-preserving human pose estimation system using WiFi Channel State Information (CSI) and machine learning.

Applications / Web

• agrinman/tunnelto (⭐6.1k) [tunnelto] - Lets you expose your locally running web server via a public URL.

• shouya/rss-funnel (⭐147) - A modular RSS processing pipeline system.

Development tools / Workflow Automation

• block/goose (⭐32k) - An open-source, local AI agent that automates engineering tasks.

• j178/prek (⭐6.7k) - A faster, dependency-free, and drop-in alternative to pre-commit, written in Rust.

Development tools / Build system

• rolldown/rolldown (⭐13k) - A JavaScript/TypeScript bundler written in Rust intended to serve as the future bundler in Vite.

Libraries / Artificial Intelligence

• raphaelmansuy/edgequake (⭐1.3k) - A high-performance Graph-RAG framework that transforms documents into intelligent knowledge graphs.

• liquidos-ai/AutoAgents (⭐422) [AutoAgents] - Multi Agent Framework for building AI agents with native edge support.

Libraries / Game development

• Game Engines
  • AscendingCreations/AscendingGraphics (⭐12) - A 2D Rendering Framework using WGPU and Winit. -
  • Bevy (⭐45k) - is a refreshingly simple data-driven game engine. -
  • Fyrox - Game engine 3D
  • ggez (⭐4.6k) - A lightweight game framework for making 2D games with minimum friction -
  • Kiss3d (⭐1.6k) - A Keep It Simple, Stupid 3d graphics engine
  • oxidator (⭐343) - A real time strategy game/engine supporting WebGPU
  • Piston -
  • Unrust (⭐382) - Webgl 2.0 / native game engine

Libraries / GUI

• longbridge/gpui-component (⭐11k) [gpui-component] - UI components for building fantastic desktop applications using GPUI.

Libraries / Network programming

• RPC
  • remoc-rs/remoc (⭐221) [remoc] - Remoc provides channels (broadcast, mpsc, oneshot, watch) similar to Tokio's and trait calling over any remote transport.
  • smallnest/rpcx-rs (⭐134) - A RPC library for developing microservices in easy and simple way.

45. Awesome Python

Code Analysis

• Code Analysis
  • code-graph-rag (⭐2k) - Builds knowledge graphs from multi-language codebases using Tree-sitter and Memgraph, enabling natural language querying of code structure.
  • code2flow (⭐4.5k) - Turn your Python and JavaScript code into DOT flowcharts.
  • prospector (⭐2.1k) - A tool to analyze Python code.
  • vulture (⭐4.3k) - A tool for finding and analyzing dead Python code.

Data Analysis

• pandas - A library providing high-performance, easy-to-use data structures and data analysis tools.

GUI Development

• urwid - A library for creating terminal GUI applications with strong support for widgets, events, rich colors, etc.

Game Development

• Pygame - Pygame is a set of Python modules designed for writing games.

HTML Manipulation

• lxml - A very fast, easy-to-use and versatile library for handling HTML and XML.

• WeasyPrint - A visual rendering engine for HTML and CSS that can export to PDF.

Image Processing

• pymatting (⭐1.9k) - A library for alpha matting.

• scikit-image - A Python library for (scientific) image processing.

Internationalization

• Babel - An internationalization library for Python.

Machine Learning

• Instructor (⭐12k) - A library for extracting structured data from LLMs, powered by Pydantic.

Science

• astropy - A community Python library for Astronomy.

Specific Formats Processing

• PDF
  • pdf_oxide (⭐148) - A fast PDF library for text extraction, image extraction, and markdown conversion, powered by Rust.
  • pdfminer.six (⭐6.9k) - Pdfminer.six is a community maintained fork of the original PDFMiner.
  • pikepdf (⭐2.7k) - A powerful library for reading and editing PDF files, based on qpdf.
  • PyPDF2 (⭐9.8k) - A library capable of splitting, merging and transforming PDF pages.
  • ReportLab - Allowing Rapid creation of rich PDF documents.

46. Awesome Integration

Projects / API Management

• Gravitee.io API Management (⭐385) (⭐382) - A lightweight, open-source platform offering flexible API governance, robust security, and straightforward configuration.

• WSO2 API Manager (⭐969) (⭐968) - A fully open-source API platform offering robust governance, flexible deployment, and community-driven innovation.

Projects / API Documentation

• OpenAPI Explorer (⭐342) (⭐343) - Creates intuitive, interactive user interfaces from OpenAPI specs, simplifying API exploration and testing.

• Zudoku (⭐460) (⭐458) - A customizable framework built on OpenAPI, focused on delivering exceptional developer experiences through quality documentation.

Projects / API Gateway

• Gloo Edge (⭐151) (⭐150) - An Envoy Proxy–based gateway offering advanced traffic control, enhanced security, and observability for microservices ecosystems.

Projects / Business Rules Engine

• OpenL Tablets (⭐190) (⭐189) - Flexible open-source decision management system that simplifies defining and executing business rules and decision tables.

• ZEN Engine (⭐1.6k) (⭐1.6k) - A cross-platform, open-source Business Rules Engine written in Rust that executes JSON Decision Models through interconnected graphs of decision tables, functions, and expressions.

Projects / Data Integration

• Estuary Flow (⭐884) (⭐881) - Versatile, scalable platform that provides both real-time and batch data integration for ETL and ELT pipelines.

Projects / Data Mapping Solution

• AtlasMap (⭐210) (⭐209) - Interactive web-based tool that simplifies mapping across Java, XML, CSV, and JSON data sources with an intuitive interface.

Projects / Integration Frameworks

• Frank!Framework (⭐157) (⭐153) - Low-code Java messaging framework that simplifies system connectivity and data integration through configurable XML setups.

Projects / Message Broker

• Centrifugo (⭐10k) (⭐10k) - Scalable real-time messaging server that minimizes delay in delivering events to online users.

• LavinMQ (⭐867) (⭐863) - High-performance message queue server implementing AMQP 0-9-1 and MQTT protocols, built with Crystal for exceptional throughput and minimal resource usage.

Projects / Self-Service Integration

• n8n (⭐176k) (⭐176k) - Open-source workflow automation tool with 400+ connectors, giving you full control over your data and integrations.

Projects / Workflow Engine

• Flowable (⭐9.1k) (⭐9.1k) - Compact, efficient set of open-source engines for automating and scaling enterprise workflows.

Resources / API Specification

• AsyncAPI (⭐5.1k) (⭐5.1k) - An essential tool for developing Event-Driven Architectures (EDA) and enables engineers to build a better tooling ecosystem.

Resources / Data Formats

• YAML (⭐453) (⭐452) - A human-friendly and easy-to-read data serialization format that is widely used for configuration files and data exchange. It supports rich data types and is compatible with most programming languages.

Resources / Protocols

• OpenMessaging (⭐287) (⭐289) - A cloud native, vendor-neutral open specification for distributed messaging.

47. Awesome Dotnet Core

Community / Workflow

• awesome-copilot (⭐23k)

48. Awesome Mac

Reading and Writing Tools / Office

• Keynote - Build stunning presentations.

• Numbers - Create impressive spreadsheets.

• Pages - Documents that stand apart.

Reading and Writing Tools / Markdown Tools

• Pixley Reader (⭐14) - A dedicated reader for browsing Markdown specs, docs, and changelogs generated by AI tools.

• Scratch - Lightweight, offline-first markdown notes app with WYSIWYG editing and local AI agent support.

Reading and Writing Tools / Note-taking

• Zettel (⭐48) - Minimal, distraction-free note-taking app with Markdown and hashtag-based organization.

Reading and Writing Tools / Ebooks

• Simple Comic - EBook reader for PDF, CBZ, and CBR formats with Live Text search.

Developer Tools / Developer Utilities

• AXe (⭐1.4k) - CLI tool for controlling iOS Simulators through Accessibility APIs and HID automation.

• Swifka (⭐22) - Read-only Kafka monitor for safely inspecting topics, messages, and consumer state.

• Poirot (⭐77) - A macOS companion app for browsing Claude Code sessions, exploring diffs, and re-running commands.

• PortKiller (⭐4.4k) - Cross-platform port management tool to monitor ports, manage Kubernetes port forwards and Cloudflare Tunnels, and kill processes in one click.

• Nib Unlocker - .nib to .xib converter

Developer Tools / Regular Expression Editors

• RegexMate - A regular expression testing tool with a built-in quick reference guide.

Design and Product / Screen Recording

• Reframed - A powerful screen recorder with built-in video editor. Capture screen, areas, windows or iOS devices with webcam and microphone - then trim, zoom, style and export.

Design and Product / Other Tools

• AppIconBuilder - Export icons for multi-platform

Communication / Collaboration and Team Tools

• Textual - Internet Relay Chat (IRC) client.

• WeChat - Official WeChat app for Mac.

• WhatsApp Desktop - Available in the Mac App Store, Whatsapp for Desktop.

Audio and Video Tools / File Sharing

• Audio Profile Manager - Allows you to pin input/output devices for each particular combination of connected devices. May suppress HDMI displays from being chosen.

• VidCrop - A simple video cropping tool that supports multiple formats and precise trimming.

• Musicer - A lightweight local music player that supports multiple formats for enjoying music anytime.

Input Methods / Audio Record and Process

• LangSwitcher (⭐2) - Open-source keyboard layout text converter. Select text typed in wrong layout, press ⇧⇧ and it's instantly converted. Supports EN/RU/DE/FR/ES.

Voice-to-Text / Audio Record and Process

• OpenTypeless (⭐30) - Open-source AI voice input for desktop. Press a hotkey, speak, and get AI-polished text typed into any app. Supports 6+ STT providers (Whisper, Groq, Deepgram) and multiple LLMs (GPT, Claude, Gemini, Ollama).

Browsers / Audio Record and Process

• Tabbit - An AI-native browser that understands your context, chats with webpages, and automates tasks.

Translation Tools / Audio Record and Process

• MoePeek (⭐316) - Lightweight translation tool with instant selection translation, OCR screenshot translation, clipboard translation, and manual input translation.

• ScreenTranslate - Capture any area or select text to translate instantly, fully on-device.

Finance / Audio Record and Process

• SubList - Track subscriptions, renewals, and spending in one place with reminders, analytics, and iCloud sync.

Proxy and VPN Tools / Audio Record and Process

• VPN Bypass (⭐40) - Menu bar app to route specific domains and services around your VPN.

Utilities / Audio Record and Process

• cmd+x - Launch Activity Monitor with Ctrl+Opt+Delete, cut and move files in Finder with Cmd+X.

Utilities / Clipboard Tools

• iCopy - Clipboard management, quick reply, efficiency multiplier artifact

Utilities / Menu Bar Tools

• Atoll (⭐1.1k) - Turns the notch into a Dynamic Island-style hub for media controls, live activities, and quick utilities.

• Sharptooth - Effortlessly manage your Bluetooth devices right from the menu bar with custom hotkeys and smart automation.

• Hue in the Menu - Philips Hue light management in the menu bar with multi-room support.

• Mask This - Menu bar app that masks sensitive information in the clipboard.

• FunKey－Mechanical Keyboard App - FunKey is a Mac app that offers the ability to add artificial mechanical keyboard sounds to your MacBook.

Utilities / Cleanup and Uninstall

• Cleaner One - Disk cleaning and Mac optimization.

• ClearDisk (⭐39) - Visualize and clean developer caches to quickly reclaim disk space.

Utilities / File Organization Tools

• AppPorts (⭐720) - One-click tool to move apps from /Applications to external storage while keeping local launch entries via links.

Utilities / General Tools

• Deskmark - Add watermarks to the desktop, ideal for recording videos.

• Vidwall - Easily import MP4/MOV videos as system wallpapers and lock screen animations.

Utilities / Productivity

• Perplexity - Search and discovery with AI.

Utilities / Window Management

• Convoker (⭐3) - Type an app name, press Enter, all its windows come to you.

Utilities / Password Management

• Keyzer - Simple password manager that supports saving portable password files.

Utilities / Finder Tools

• SwiftyMenu - A Finder extension which presents a customizable menu to rapidly open selected folders or files with your favorite applications.

Utilities / System Related Tools

• Amphetamine - Keep your Mac awake.

Remote Login Software / System Related Tools

• Steam Link - The Steam Link app allows you to play your Steam games across all your computers.

• Windows App - Connect to a remote PC or virtual apps and desktops made available by your admin.

QuickLook Plugins / System Related Tools

• FluxMarkdown (⭐36) - Quick Look extension for instant Markdown previews in Finder with Mermaid, KaTeX, GFM, TOC, and charts.

• Torrent Preview (⭐7) - Quick Look extension for previewing .torrent contents in Finder, including files, trackers, and metadata.

49. Awesome Ai in Finance

LLMs

• FinRpt - Dataset, Evaluation System and LLM-based Multi-agent Framework for Equity Research Report Generation.

50. Awesome Neovim

LSP / Diagnostics

• Kurama622/clean-diagnostic (⭐4) - Display diagnostic count using virtual text, and show diagnostic details in a floating window.

Startup / Cursorline

• Kurama622/profile.nvim (⭐70) - A dashboard, similar to GitHub homepage.

• leo-alvarenga/homecoming.nvim (⭐3) - A dead-simple, customizable and cozy dashboard with sane defaults and zero config required.

Debugging / CSV Files

• evanmcpheron/rocketlog.nvim (⭐2) - Seamlessly add logging for JavaScript and TypeScript files, with log and metadata searching.

Code Runner / Quickfix

• hadishahpuri/nvimlaunch (⭐2) - Define, run, and manage project-specific commands.

• mikeboiko/nvim-flow (⭐2) - File-scoped command runner with YAML configuration, command preview, debug integration, and traceback quickfix.

Database / Automation

• joryeugene/dadbod-grip.nvim (⭐4) - Database editor with inline cell editing, staged mutations with live SQL preview, schema browser, DDL, AI SQL generation, FK navigation, and DuckDB/Parquet support.

51. Awesome Bash

Just for fun

• Bash Screensavers (⭐894) - A collection of screensavers written entirely in bash.

52. Awesome Bitcoin

Utilities

• BTC Airgap Bridge (⭐3) - 100% client-side tool for broadcasting signed Bitcoin transactions from air-gapped wallets.

• SuperScalar MCP (⭐0) - MCP server for SuperScalar Bitcoin Lightning channel factories — onboard N users in one shared UTXO, no soft fork required.

Additional Resources

• Knowing Bitcoin - Comprehensive Bitcoin education with 214+ in-depth guides on Lightning Network, wallets, security, privacy, and nodes.

53. Awesome Mongodb

Tools / Development

• sql-to-mongo-db-query-converter (⭐318) - Query converter from SQL to MongoDB

Applications / Web

• LastSaaS (⭐43) - Open-source SaaS platform foundation with multi-tenant auth, Stripe billing, and MCP server, built with Go and MongoDB

54. Awesome Cakephp

Authentication and Authorization

• CakeVerification plugin (⭐0) - Two-factor verification supporting email OTP, email magic link, SMS OTP, and TOTP (Google Authenticator).

55. Free for Dev

APIs, Data, and ML

• Compare JSON - An online tool for comparing differences between two JSON data structures, helping you quickly locate the differences in JSON data.

• HS Ping - A multi-country HS (Harmonized System) and HTS (Harmonized Tariff System) code lookup API, with a free plan offering 100 lookups/day.

Tools for Teams and Collaboration

• cDox — Private document editor hosted in Canada. Write, format, collaborate, and publish documents with clean public links. Data is never used for AI training. Free plan includes 50 MB storage, up to 3 public links, and export to PDF, Word, and Markdown.

Monitoring

• FlareWarden - Uptime, content, dependency, and SSL monitoring with multi-region verification and status pages. Free plan includes 15 monitors, 5-minute checks, and 90 days of history.

Email

• Waitlio — Waitlist management software for product launches. Create branded waitlist pages, collect and verify email subscribers, manage signups with tags and analytics. Free plan includes 100 subscribers/month, 1 waitlist, and API access.

Generative AI

• Lumenfall.ai - AI media gateway providing unified access to leading image generation models via an OpenAI-compatible API. The platform itself is free to use with zero markup and no subscription fee. Inference costs for most models are billed at provider price, but FLUX.1 [schnell] FP8 is offered free forever with unlimited usage for registered users. Built-in failover and provider resilience included.

Storage and Media Processing

• FileShot.io — Zero-knowledge encrypted file sharing. AES-256-GCM browser-side encryption ensures files are encrypted in-browser before upload. No account required for sender or recipient. Self-hostable (MIT open-source). Free tier includes unlimited uploads with no file size restrictions.

IDE and Code Editing

• OnlineGDB - A free online ide thats supports 40+ languages and is pre installed with tons of libraries; and also has a debugging option, flags, tutorials, and a QNA page!

Miscellaneous

• SYNCDATE - Two-way Google Calendar sync. Free tier: 2 accounts, unlimited events.

56. Static Analysis

Multiple languages / Other

• Skylos (⭐323) — Dead code detection, security scanning, secrets detection, and code quality analysis for Python, TypeScript, and Go. Framework-aware analysis with 98% recall. Includes CI/CD GitHub Action, VS Code extension, and MCP server for AI agent integration.

57. Awesome Datascience

Tools

• Frostbyte MCP (⭐0) - MCP server providing 13 data tools for AI agents: real-time crypto prices, IP geolocation, DNS lookups, web scraping to markdown, code execution, and screenshots. One API key for 40+ services.

Datasets / Book Deals (Affiliated)

• GBIF - Global Biodiversity Information Facility: 2.4B+ species occurrence records. Free, open API for ecological modeling and ML research.

• FAOSTAT - UN FAO statistics on food production, trade, land use, and emissions for 245+ countries. Free API and bulk download.

• Next: Mar 02 - Mar 08, 2026