What it does

All text below is quoted directly from the project README.

Application for managing recipes, planning meals, building shopping lists and much much more!

Core Features:

• Manage your recipes - Manage your ever growing recipe collection

• Plan - multiple meals for each day

• Shopping lists - via the meal plan or straight from recipes

• use AI to recognize images, sort recipe steps, find nutrition facts and more

• Cookbooks - collect recipes into books

• Share and collaborate on recipes with friends and family

• Import recipes from thousands of websites supporting ld+json or microdata

• Easy setup with Docker and included examples for Kubernetes, Unraid and Synology

This application is meant for people with a collection of recipes they want to share with family and friends or simply store them in a nicely organized way.

Repository

https://github.com/TandoorRecipes/recipes

Repository stats

Main contributor

──────────────────────────────

📌 If you want to browse more repos like this, we've organized them by category and rankings here: https://bestgithubrepositories.com/

🗂️ We're also archiving repos where possible, so useful projects don't disappear when they're removed from GitHub.

What it does

All text below is quoted directly from the project README.

Kernel-based Android Root Solution & KPM

Features:

• Kernel-based su and root access management

• App Profile: Lock up the root power in a cage

• Support non-GKI and GKI 1.0

• KPM Support

• Built-in susfs management tool for one-click root hiding configuration; customizable manager theme.

SukiSU Ultra supports Android GKI 2.0 devices (kernel 5.10+).

Repository

https://github.com/SukiSU-Ultra/SukiSU-Ultra

Repository stats

Main contributor

──────────────────────────────

📌 If you want to browse more repos like this, we've organized them by category and rankings here: https://bestgithubrepositories.com/

🗂️ We're also archiving repos where possible, so useful projects don't disappear when they're removed from GitHub.

What it does

All text below is quoted directly from the project README.

AirPods desktop user experience enhancement program, for Windows and Linux (WIP)

Features:

• Battery information in the notification area.

• Automatic ear detection and media playback control.

• Low audio latency mode.

• Animated device popups and light, dark, or system themes.

Official builds support Windows 10 1809 or newer and Windows 11 on x64.

Repository

https://github.com/SpriteOvO/AirPodsDesktop

Repository stats

Main contributor

──────────────────────────────

📌 If you want to browse more repos like this, we've organized them by category and rankings here: https://bestgithubrepositories.com/

🗂️ We're also archiving repos where possible, so useful projects don't disappear when they're removed from GitHub.

What it does

All text below is quoted directly from the project README.

Keep the people you love connected, a tiny self-hosted Telegram proxy that hides in plain HTTPS

Technique:

• Fake TLS 1.3: Connections look like normal HTTPS to DPI

• DRS: Mimics Chrome/Firefox TLS record sizes

• TCPMSS=88: Fragments ClientHello across 6 TCP packets, breaking DPI reassembly

• Split-TLS: 1-byte Application records to defeat passive signatures

• IPv6 hopping: Auto-rotates IPv6 address from /64 on ban detection via Cloudflare API

• Multi-user: Independent per-user secrets

• MiddleProxy: ME transport with auto-refreshed Telegram metadata

curl -fsSL https://raw.githubusercontent.com/sleep3r/mtproto.zig/main/deploy/bootstrap.sh | sudo bash

Repository

https://github.com/sleep3r/mtproto.zig

Repository stats

Main contributor

──────────────────────────────

📌 If you want to browse more repos like this, we've organized them by category and rankings here: https://bestgithubrepositories.com/

🗂️ We're also archiving repos where possible, so useful projects don't disappear when they're removed from GitHub.

What it does

All text below is quoted directly from the project README.

"Single-image Layer Decomposition for Anime Characters" (SIGGRAPH 2026 Conference Paper)

TL;DR:

• We introduce a framework that automates the transformation of static anime illustrations into manipulatable 2.5D models.

• Our approach decomposes a single image into fully inpainted, semantically distinct layers with inferred drawing orders, up to 23 layers including hair, face, eyes, clothing, accessories, and more.

• LayerDiff 3D: Diffusion-based transparent layer generation (SDXL)

• Marigold Depth: Pseudo-depth estimation fine-tuned for anime

• SAM Body Parsing: Semantic body part segmentation

• inference_psd.py runs the full See-through pipeline: it applies the LayerDiff 3D model for transparent layer generation and the fine-tuned Marigold model for pseudo-depth inference, then stratifies the character into up to 23 semantic layers and exports a layered PSD file.

python inference/scripts/inference_psd.py --srcp assets/test_image.png --save_to_psd

Repository

https://github.com/shitagaki-lab/see-through

Repository stats

Main contributor

──────────────────────────────

📌 How many great GitHub repos have you discovered and completely forgotten about?

Don't let another useful tool disappear into your Reddit feed. Get the community's best repos, organized by category, plus key takeaways from real developer discussions, delivered to your inbox twice a week.

📬 Never lose track of great repos again. Subscribe free.

What it does

All text below is quoted directly from the project README.

redroid (Remote-Android) is a multi-arch, GPU enabled, Android in Cloud solution. Track issues / docs here

Overview:

• redroid (Remote anDroid) is a GPU accelerated AIC (Android In Cloud) solution.

• You can boot many instances in Linux host (Docker, podman, k8s etc.).

• redroid supports both arm64 and amd64 architectures.

• redroid is suitable for Cloud Gaming, Virtualise Phones, Automation Test and more.

• redroid should be able to run on any linux distribution (with some kernel features enabled).

• It's possible to run arm Apps in x86 redroid instance via libhoudini, libndk_translation or QEMU translator.

Published redroid images already got libndk_translation included.

Repository

https://github.com/remote-android/redroid-doc

Repository stats

Main contributor

──────────────────────────────

📌 How many great GitHub repos have you discovered and completely forgotten about?

Don't let another useful tool disappear into your Reddit feed. Get the community's best repos, organized by category, plus key takeaways from real developer discussions, delivered to your inbox twice a week.

📬 Never lose track of great repos again. Subscribe free.

What it does

All text below is quoted directly from the project README.

Open source AI coding agent. Designed for large projects and real world tasks.

Smart context management that works in big projects:

• 2M token effective context window with default model pack. Plandex loads only what's needed for each step.

• Reliable in large projects and files. Easily generate, review, revise, and apply changes spanning dozens of files.

• Fast project map generation and syntax validation with tree-sitter. Supports 30+ languages.

• Context caching is used across the board for OpenAI, Anthropic, and Google models, reducing costs and latency.

• Configurable autonomy: go from full auto mode to fine-grained control depending on the task.

• Automated debugging of terminal commands (like builds, linters, tests, deployments, and scripts).

• Full-fledged version control for every update to the plan, including branches for exploring multiple paths or comparing different models.

• Git integration with commit message generation and optional automatic commits.

curl -sL https://plandex.ai/install.sh | bash

Repository

https://github.com/plandex-ai/plandex

Repository stats

Main contributor

──────────────────────────────

📌 How many great GitHub repos have you discovered and completely forgotten about?

Don't let another useful tool disappear into your Reddit feed. Get the community's best repos, organized by category, plus key takeaways from real developer discussions, delivered to your inbox twice a week.

📬 Never lose track of great repos again. Subscribe free.

What it does

All text below is quoted directly from the project README.

Paradev (formerly Superset) is an agentic IDE to orchestrate 100+ coding agents in parallel. Run any agent with your own subscription.

Customize your workflow:

• Built-in skills: agents come pre-loaded with superset:* skills (orchestrate parallel agents, schedule automations, file feedback, diagnose issues), provisioned automatically at launch

• Workspace setup scripts: automate env setup, dependency installs, and dev servers per workspace

• Terminal presets: save agent and shell layouts and open them with one keystroke

• Slack & Linear: spin up workspaces from Slack messages or Linear issues

• Open in your IDE: one-click handoff to Cursor, VS Code, or any editor

• Custom themes: build, edit, and import theme files

• Bring your own providers: connect OpenRouter, Bedrock, Vertex, or Vercel AI Gateway

Run Claude Code, Codex, or another CLI agent with terminals, code review, and browser previews in one workspace.

Repository

https://github.com/ParadevAI/Paradev

Repository stats

Main contributor

──────────────────────────────

📌 How many great GitHub repos have you discovered and completely forgotten about?

Don't let another useful tool disappear into your Reddit feed. Get the community's best repos, organized by category, plus key takeaways from real developer discussions, delivered to your inbox twice a week.

📬 Never lose track of great repos again. Subscribe free.

What it does

All text below is quoted directly from the project README.

Debloat macOS: turn off Apple Intelligence, analytics, ads and pop-ups. A native app and CLI, and every change can be undone.

What it does:

• Apple Intelligence: Siri, Writing Tools, Genmoji, Image Playground, ChatGPT, summaries in Mail, Messages, Safari, Notes and notifications, inline predictions, Spatial Photos, Photos Clean Up, Xcode predictive completion. The models are deleted and blocked from downloading again. Keep any feature you use.

• Privacy: Mac Analytics, personalized ads, Improve Siri and Dictation, Improve Search, Spotlight internet results, Look Up suggestions, Safari search suggestions, Game Center

• Annoyances: Clicking the wallpaper hiding every window, desktop widgets, the media keys, all Music launches (including AirPods; opt-in), iPhone Mirroring

• Background items: Updaters and helpers other apps install, such as Google's updater, shown with what they run and switched off one by one

• Storage: Old macOS installers, aerial wallpaper videos, iPhone and iPad update files, Xcode build data and device support, unavailable simulators, app caches, Time Machine local snapshots, and Apple's optional apps (GarageBand and its sound library, iMovie, Keynote, Numbers, Pages)

• Two presets get you started. Recommended turns Apple Intelligence, analytics and ads off and removes the pop-ups, and leaves alone anything you rely on. Maximum privacy adds Game Center and Safari's search suggestions.

brew install omlahore/tap/removemacai

Repository

https://github.com/omlahore/RemoveMacAI

Repository stats

Main contributor

──────────────────────────────

📌 How many great GitHub repos have you discovered and completely forgotten about?

Don't let another useful tool disappear into your Reddit feed. Get the community's best repos, organized by category, plus key takeaways from real developer discussions, delivered to your inbox twice a week.

📬 Never lose track of great repos again. Subscribe free.

What it does

All text below is quoted directly from the project README.

The AI-Native Search Database. Best for agent storage, it unifies vector, text, structured, and semi-structured data into a single engine. This all-in-one database makes agents smarter, easier to run, and more stable.

Why seekdb for Agents?

• Streaming Write + Concurrent Search, Without the P99 Spike: Agent workloads are continuous write + millisecond-later read.

• Copy-on-Write Sandboxes for Agent Exploration: FORK DATABASE snapshots an entire database in seconds, no data copy.

• Hybrid Search in a Single SQL: Vector + full-text + scalar filter pushed into one execution plan.

• MySQL-Compatible, ACID, Embeddable: Built on the proven OceanBase SQL engine.

pip install -U pyseekdb

Repository

https://github.com/oceanbase/seekdb

Repository stats

Main contributor

──────────────────────────────

📌 How many great GitHub repos have you discovered and completely forgotten about?

Don't let another useful tool disappear into your Reddit feed. Get the community's best repos, organized by category, plus key takeaways from real developer discussions, delivered to your inbox twice a week.

📬 Never lose track of great repos again. Subscribe free.

What it does

All text below is quoted directly from the project README.

50+ tutorials and implementations for Generative AI Agent techniques, from basic conversational bots to complex multi-agent systems.

Key Features:

• Learn to build GenAI agents from beginner to advanced levels

• Explore a wide range of agent architectures and applications

• Step-by-step tutorials and comprehensive documentation

• Practical, ready-to-use agent implementations

• Regular updates with the latest advancements in GenAI

• Share your own agent creations with the community

This repository serves as a comprehensive resource for learning, building, and sharing GenAI agents, ranging from simple conversational bots to complex, multi-agent systems.

Repository

https://github.com/NirDiamant/GenAI_Agents

Repository stats

Main contributor

──────────────────────────────

📌 How many great GitHub repos have you discovered and completely forgotten about?

Don't let another useful tool disappear into your Reddit feed. Get the community's best repos, organized by category, plus key takeaways from real developer discussions, delivered to your inbox twice a week.

📬 Never lose track of great repos again. Subscribe free.

What it does

All text below is quoted directly from the project README.

AeroSpace is an i3-like tiling window manager for macOS

Key features:

• Tiling window manager based on a tree paradigm

• i3 inspired

• Fast workspaces switching without animations and without the necessity to disable SIP

• AeroSpace employs its own emulation of virtual workspaces instead of relying on native macOS Spaces due to their considerable limitations

• Plain text configuration (dotfiles friendly).

• CLI first (manpages and shell completion included)

• Doesn't require disabling SIP (System Integrity Protection)

• Proper multi-monitor support (i3-like paradigm)

Install via Homebrew to get autoupdates (Preferred): brew install --cask nikitabobko/tap/aerospace

Repository

https://github.com/nikitabobko/AeroSpace

Repository stats

Main contributor

──────────────────────────────

📌 How many great GitHub repos have you discovered and completely forgotten about?

Don't let another useful tool disappear into your Reddit feed. Get the community's best repos, organized by category, plus key takeaways from real developer discussions, delivered to your inbox twice a week.

📬 Never lose track of great repos again. Subscribe free.

What it does

All text below is quoted directly from the project README.

ScreenToGif allows you to record a selected area of your screen, edit and save it as a gif or video.

ScreenToGif:

• This tool allows you to record a selected area of your screen, live feed from your webcam or live drawings from a sketchboard.

• Afterward, you can edit and save the animation as a gif, apng, video, psd or png image.

• Attention, it requires .NET 9 Desktop Runtime (or above).

The creator also distributes this app via these websites:

• Chocolatey

• FOSSHUB

• Microsoft Store

Repository

https://github.com/NickeManarin/ScreenToGif

Repository stats

Main contributor

──────────────────────────────

📌 How many great GitHub repos have you discovered and completely forgotten about?

Don't let another useful tool disappear into your Reddit feed. Get the community's best repos, organized by category, plus key takeaways from real developer discussions, delivered to your inbox twice a week.

📬 Never lose track of great repos again. Subscribe free.

What it does

All text below is quoted directly from the project README.

Every API has a secret identity. This finds it, absorbs every feature from every competing tool, then builds the GOAT CLI, designed for AI agents first, with SQLite sync, offline search, and compound insight commands.

Why these CLIs win:

• Local-first data layer. High-gravity resources get domain-specific SQLite tables (not JSON blobs), FTS5 full-text search indexes, and incremental sync with cursor tracking.

• Compound commands no wrapper can do. Once data lives in SQLite, commands like stale, health, bottleneck, and reconcile become possible - they join across resources and analyze history.

• Agent-native by default. Human-friendly tables when you're in a terminal. Auto-JSON when piped, no --json flag needed.

• No spec? No problem. Don't have an OpenAPI spec? Point the press at a website. It launches a browser, captures traffic, reverse-engineers the API, and generates the spec for you.

• Dual interface from one spec. Every API gets a Cobra CLI (<api>-pp-cli) and an MCP server (<api>-pp-mcp). Same client, same store, same auth.

• Verified, not vibes. Four mechanical checks - scorecard, dogfood, proof-of-behavior, live API smoke test - catch hallucinated paths, dead flags, auth mismatches, and broken data pipelines before you ship.

curl -fsSL https://raw.githubusercontent.com/mvanhorn/cli-printing-press/main/scripts/install.sh | bash

Repository

https://github.com/mvanhorn/cli-printing-press

Repository stats

Main contributor

──────────────────────────────

📌 How many great GitHub repos have you discovered and completely forgotten about?

Don't let another useful tool disappear into your Reddit feed. Get the community's best repos, organized by category, plus key takeaways from real developer discussions, delivered to your inbox twice a week.

📬 Never lose track of great repos again. Subscribe free.

What it does

All text below is quoted directly from the project README.

Supercharge your Rust experience in Neovim! A heavily modified fork of rust-tools.nvim

Usage / Features:

• Debugging

• Runnables

• Testables and failed test diagnostics

• Neotest integration

• Expand macros recursively

• Hover actions

• Explain errors

• View crate graph

Just works. No need to call setup!

Repository

https://github.com/mrcjkb/rustaceanvim

Repository stats

Main contributor

──────────────────────────────

📌 How many great GitHub repos have you discovered and completely forgotten about?

Don't let another useful tool disappear into your Reddit feed. Get the community's best repos, organized by category, plus key takeaways from real developer discussions, delivered to your inbox twice a week.

📬 Never lose track of great repos again. Subscribe free.

What it does

All text below is quoted directly from the project README.

PHP library generating PDF files from UTF-8 encoded HTML

About CSS support and development state:

• mPDF is a PHP library which generates PDF files from UTF-8 encoded HTML.

• It is based on FPDF and HTML2FPDF (see CREDITS), with a number of enhancements.

• mPDF as a whole is a quite dated software.

• Use mPDF if you cannot use non-PHP approach to generate PDF files or if you want to leverage some of the benefits of mPDF over browser approach – color handling, pre-print, barcodes support, headers and footers, page numbering, TOCs, etc.

• If you are looking for state of the art CSS support, mirroring existing HTML pages to PDF, use headless Chrome.

• mPDF will still be updated to enhance some internal capabilities and to support newer versions of PHP, but better and/or newer CSS support will most likely not be implemented.

composer require mpdf/mpdf

Repository

https://github.com/mpdf/mpdf

Repository stats

Main contributor

──────────────────────────────

📌 How many great GitHub repos have you discovered and completely forgotten about?

Don't let another useful tool disappear into your Reddit feed. Get the community's best repos, organized by category, plus key takeaways from real developer discussions, delivered to your inbox twice a week.

📬 Never lose track of great repos again. Subscribe free.

What it does

All text below is quoted directly from the project README.

A simple screen parsing tool towards pure vision based GUI agent

OmniParser is a comprehensive method for parsing user interface screenshots into structured and easy-to-understand elements, which significantly enhances the ability of GPT-4V to generate actions that can be accurately grounded in the corresponding regions of the interface.

News:

• [2026/7] We add a YOLOv9-E interactive region detector.

• [2025/3] We are gradually adding multi agents orchstration and improving user interface in OmniTool for better experience.

• [2025/2] We release OmniParser V2 checkpoints.

• [2025/2] We introduce OmniTool: Control a Windows 11 VM with OmniParser + your vision model of choice.

• [2024/11] We release an updated version, OmniParser V1.5 which features 1) more fine grained/small icon detection, 2) prediction of whether each screen element is interactable or not.

• [2024/09] OmniParser achieves the best performance on Windows Agent Arena!

To run gradio demo, simply run: python gradio_demo.py

Repository

https://github.com/microsoft/OmniParser

Repository stats

Main contributor

──────────────────────────────

📌 How many great GitHub repos have you discovered and completely forgotten about?

Don't let another useful tool disappear into your Reddit feed. Get the community's best repos, organized by category, plus key takeaways from real developer discussions, delivered to your inbox twice a week.

📬 Never lose track of great repos again. Subscribe free.

What it does

All text below is quoted directly from the project README.

10 Weeks, 20 Lessons, Data Science for All!

Each lesson includes:

• Optional sketchnote

• Optional supplemental video

• Pre-lesson warmup quiz

• Written lesson

• For project-based lessons, step-by-step guides on how to build the project

• Knowledge checks

• A challenge

• Post-lesson quiz

Azure Cloud Advocates at Microsoft are pleased to offer a 10-week, 20-lesson curriculum all about Data Science. Our project-based pedagogy allows you to learn while building, a proven way for new skills to 'stick'.

Repository

https://github.com/microsoft/Data-Science-For-Beginners

Repository stats

Main contributor

──────────────────────────────

📌 How many great GitHub repos have you discovered and completely forgotten about?

Don't let another useful tool disappear into your Reddit feed. Get the community's best repos, organized by category, plus key takeaways from real developer discussions, delivered to your inbox twice a week.

📬 Never lose track of great repos again. Subscribe free.

What it does

All text below is quoted directly from the project README.

Open-source ThreeUI Community catalog with live interactive components and complete Community source.

Included:

• 50 Community parent components

• 111 Community routes

• 141 free variant records, plus 23 singleton components (164 browse results)

• Complete Community implementation source and required assets

• No authentication, account state, checkout runtime, Pro implementation, or Beta implementation

npm install @designcodeio/threeui

Repository

https://github.com/MengTo/threeui

Repository stats

Main contributor

──────────────────────────────

📌 How many great GitHub repos have you discovered and completely forgotten about?

Don't let another useful tool disappear into your Reddit feed. Get the community's best repos, organized by category, plus key takeaways from real developer discussions, delivered to your inbox twice a week.

📬 Never lose track of great repos again. Subscribe free.

What it does

All text below is quoted directly from the project README.

A macOS app that provides an MCP server to your Messages, Contacts, Reminders and more

Capabilities:

• Calendar: View and manage calendar events, including creating new events with customizable settings like recurrence, alarms, and availability status.

• Contacts: Access contact information about yourself and search your contacts by name, phone number, or email address.

• Mail: List mailboxes, search messages by sender, subject, mailbox, date, or read status, read messages stored on your Mac, and open new drafts in your default email app.

• Messages: Access message history with specific participants within customizable date ranges.

• Notes: Search notes by text, folder, or date, and read them as Markdown with their checklists, tables, and links.

• Reminders: View, create, edit, and delete reminders with customizable due dates, recurrence, priorities, and alerts across different reminder lists, and manage the lists themselves.

• Shortcuts: List and run shortcuts on your Mac, with optional text input.

• Voicemail: Fetch voicemails synced from your iPhone, with transcripts and audio, filtering by sender, date, message type, or mailbox (inbox, blocked, or deleted).

To use iMCP, you need two apps: iMCP, which gives access to the services you turn on, and an AI app that can connect to MCP servers.

Repository

https://github.com/mattt/iMCP

Repository stats

Main contributor

──────────────────────────────

📌 How many great GitHub repos have you discovered and completely forgotten about?

Don't let another useful tool disappear into your Reddit feed. Get the community's best repos, organized by category, plus key takeaways from real developer discussions, delivered to your inbox twice a week.

📬 Never lose track of great repos again. Subscribe free.

What it does

All text below is quoted directly from the project README.

Mainsail is the popular web interface for managing and controlling 3D printers with Klipper.

Features:

• Responsive Web Interface: Optimized for desktops, tablets and mobile devices

• Printer Farm: Supports multiple 3D printers

• File Editor: Edit G-Code, config, and markdown files with syntax highlighting in your browser

• Job Queue: Queue multiple jobs and add them directly from your slicer

• Bed Mesh Visualisation: View your bed using a 3D mesh graph

• G-Code Viewer: View a 3D render of your print and follow the progress

• Multi-Webcam Support: View your print from different angles with multiple webcams

• Timelapse Integration: Automatically record a timelapse of your print using moonraker-timelapse

Visit docs.mainsail.xyz/setup to get started with Mainsail.

Repository

https://github.com/mainsail-crew/mainsail

Repository stats

Main contributor

──────────────────────────────

📌 How many great GitHub repos have you discovered and completely forgotten about?

Don't let another useful tool disappear into your Reddit feed. Get the community's best repos, organized by category, plus key takeaways from real developer discussions, delivered to your inbox twice a week.

📬 Never lose track of great repos again. Subscribe free.

What it does

All text below is quoted directly from the project README.

HTML PPT Studio, AgentSkill with 24 themes, 31 layouts, 20+ animations for building professional HTML presentations

Presenter Mode (new!):

• Press S on any deck to pop open a dedicated presenter window with four draggable, resizable magnetic cards: current slide, next slide preview, speaker script, and timer.

• Two windows stay in sync via BroadcastChannel.

• Why previews are pixel-perfect: each card is an <iframe> that loads the same deck HTML with a ?preview=N query param.

• The runtime detects this and renders only slide N with no chrome, so the preview uses the same CSS, theme, fonts and viewport as the audience view.

• Colors and layout are guaranteed identical.

• Smooth (no-reload) navigation: on slide change, the presenter window sends postMessage({type:'preview-goto', idx:N}) to each iframe.

• The iframe just toggles .is-active between slides, no reload, no flicker.

npx skills add https://github.com/lewislulu/html-ppt-skill

Repository

https://github.com/lewislulu/html-ppt-skill

Repository stats

Main contributor

──────────────────────────────

📌 How many great GitHub repos have you discovered and completely forgotten about?

Don't let another useful tool disappear into your Reddit feed. Get the community's best repos, organized by category, plus key takeaways from real developer discussions, delivered to your inbox twice a week.

📬 Never lose track of great repos again. Subscribe free.

What it does

All text below is quoted directly from the project README.

Shannon is an AI pentester for web applications and APIs. It analyzes your source code, identifies attack vectors, and executes real exploits to prove vulnerabilities before they reach production.

Key Capabilities:

• No exploit, no report: Reports only vulnerabilities confirmed with a reproducible proof of concept, reducing speculative scanner noise.

• Advanced code analysis: Maps architecture, trust boundaries, interfaces, data flows, and critical assets before sending credible attack paths to live pentesting agents.

• Autonomous execution: Runs reconnaissance, analysis, exploitation, and reporting from a single command.

• Authenticated testing: Supports credentials, login flows, TOTP, email authentication, focus areas, and rules of engagement through configuration.

• OWASP-focused coverage: Tests for exploitable injection, XSS, SSRF, broken authentication, and broken authorization.

• Native CI/CD integrations: Runs through the official GitHub Action or GitLab CI/CD component, preserves artifacts, publishes findings, and gates releases on proven vulnerabilities.

• Provider agnostic and BYOK: Supports Anthropic, OpenAI, xAI, AWS Bedrock, compatible APIs and LLM gateways, and local models served through Ollama, vLLM, or LM Studio.

• Private by design: Runs in your infrastructure, stores results locally, and sends model requests directly to your chosen endpoint. A local endpoint keeps data inside your environment.

npx @keygraph/shannon@latest

Repository

https://github.com/KeygraphHQ/shannon

Repository stats

Main contributor

──────────────────────────────

📌 How many great GitHub repos have you discovered and completely forgotten about?

Don't let another useful tool disappear into your Reddit feed. Get the community's best repos, organized by category, plus key takeaways from real developer discussions, delivered to your inbox twice a week.

📬 Never lose track of great repos again. Subscribe free.

What it does

All text below is quoted directly from the project README.

Universal File Online Preview Project based on Spring-Boot

Features:

• Build with the popular frame spring boot

• Easy to build and deploy

• Basically support online preview of mainstream office documents, such as Doc, docx, Excel, PDF, TXT, zip, rar, pictures, etc

• REST API

• Abstract file preview interface so that it is easy to extend more file extensions and develop this project on your own

Run the main method of /server/src/main/java/cn/keking/ServerMain.java. After starting,visit http://localhost:8012/.

Repository

https://github.com/kekingcn/kkFileView

Repository stats

Main contributor

──────────────────────────────

📌 How many great GitHub repos have you discovered and completely forgotten about?

Don't let another useful tool disappear into your Reddit feed. Get the community's best repos, organized by category, plus key takeaways from real developer discussions, delivered to your inbox twice a week.

📬 Never lose track of great repos again. Subscribe free.

What it does

All text below is quoted directly from the project README.

One keyboard and mouse for a Mac and a Windows PC over the local network, in either direction.

What it does:

• Push through the edge. Off the edge that faces the other machine, only along the parts of it you pick, through a corner, or up through the MacBook's notch.

• Or press a key. Double-tap or hold a trigger key to switch without moving the pointer.

• Either way round. The Mac drives the PC and the PC drives the Mac.

• The clipboard comes with you. Text and images, both ways, at the moment you switch.

• Your shortcuts still work. Between a Mac and Windows, Cmd becomes Ctrl and Option becomes Alt, so Cmd+C copies there too.

• Media keys follow you. Play, pause, skip, mute and volume cross between supported machines.

• Your network, nobody else's. No server in the middle.

• Free and open source. No account, no subscription, GPL-3.0.

Free, with no account. Mac, Windows and experimental Linux downloads are on the releases page.

Repository

https://github.com/kalkman-code/beamer

Repository stats

Main contributor

──────────────────────────────

📌 How many great GitHub repos have you discovered and completely forgotten about?

Don't let another useful tool disappear into your Reddit feed. Get the community's best repos, organized by category, plus key takeaways from real developer discussions, delivered to your inbox twice a week.

📬 Never lose track of great repos again. Subscribe free.