📦 marycache/imozuru

imozuru: The AI Research Tool That Finds Original Sources

imozuru is the AI research tool that digs until you reach the original source. Instead of giving you a quick summary, it maps out the terminology and key figures of a new field, then traces citations and links to download the actual documents. This approach prevents premature conclusions by showing you the raw evidence rather than a polished recap. It even works for niche topics like music mixing where no academic papers exist, pulling from blogs and video transcripts. The tool verifies that its final report contains only direct quotes from those files.

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📦 dhapat3927/mcp-edd-analytics-vantage

What Is CommerceVault?

CommerceVault is the middleware layer that makes sure your digital storefront data never gets lost or garbled. It sits right between your app and your store, acting like a smart gatekeeper that checks every single transaction. The coolest part is how it takes messy, random data from your sales system and turns it into clean, reliable info you can actually trust. No more guessing if a sale went through or if the numbers are wrong. It just handles the boring, risky stuff so you can focus on building cool things. If you sell online, this is the safety net you have been waiting for.

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📦 yunlong10/bvb

BVB: Rebuilding Video in 3D

Rebuild any video as a fully animated three-dimensional scene. That is the core test in BVB, a new benchmark for checking if artificial agents truly understand the world. Instead of just describing what they see, these systems write code to recreate real indoor spaces from scratch inside Blender. They have to build the geometry and motion from basic shapes without using pre-made models. This forces the computer to grasp the physical layout and movement, not just recognize objects. It turns passive viewing into active creation. If you want to know if a machine gets how things move and fit together, BVB shows exactly how well it can rebuild that reality.

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📦 whitecircle/rise

RISE: Finding Image Model Loopholes

RISE finds that you can break image filters by evolving the instructions used to write prompts, not the prompts themselves. Most testing tools guess individual phrases and fail when a model blocks almost everything because there is no signal to learn from. This project steps back to search for broader strategies that teach a language model how to construct tricky requests. It uses an evolutionary loop to test these strategies across many different scenarios, meaning it does not need human-written attacks to start. The system runs entirely through APIs, so you do not need heavy local hardware to begin.

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📦 pro-vi/cc-stretch

cc-stretch: Read less, click more

Read a little more by clicking on things. cc-stretch takes those long, rambling replies from your AI assistant and shrinks them down into tiny, skimmable summaries. By default, you only see the core idea, which cuts the word count by over eighty percent in some cases. But here is the clever part. When you click a phrase, it literally grows right where it stands, popping open to reveal the extra details and context you might actually need. You never lose your place, and you do not have to scroll through walls of text just to find one answer. It is like a living document that adapts to your attention span.

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📦 danielroe/my-bad

My Bad: Error pages that fix themselves

My Bad turns a crashed server into a living error page that updates the second you fix your code. Instead of refreshing to see if the bug is gone, the browser listens to a live data stream from your server, swapping in fresh error details, warnings, and logs in real time. It renders these reports as beautiful HTML, terminal text, or raw JSON, complete with syntax-highlighted snippets that point exactly to the failing line. It even opens your code editor directly at the error location. No more guessing if your hot reload actually worked. You just get a clear, up-to-date answer to what broke, exactly when it matters.

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📦 eas4ai/suprnova

Suprnova: Laravel vibes, Rust speed

Suprnova is the Rust framework that brings the familiar Laravel workflow to high-performance web apps. If you love the structured feel of PHP but want the raw speed of Rust, this project fills that gap beautifully. It handles everything from database connections to user sessions with a clear, organized layout that mirrors classic web patterns. The coolest part is the built-in live component library, which lets you build interactive, real-time user interfaces without wrestling with complex state management. You get a complete toolkit for building modern apps, right out of the box. It is a compelling option for anyone wanting to move beyond PHP without sacrificing developer comfort.

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📦 joshuaswarren/omarchy-mlx

omarchy-mlx: Apple Silicon Linux AI

omarchy-mlx is the Linux driver that finally lets Apple silicon run machine learning without macOS. It takes the M-L-X framework, which normally only works on Apple's proprietary metal graphics interface, and swaps it out to run on standard Vulkan drivers instead. This means you can run local chat models and speech recognition entirely on your Mac hardware while staying on Linux, with no cloud accounts and no proprietary lock-in. It is essentially a bridge that keeps the tensors on the GPU, giving you a private, local AI stack on hardware you already own.

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📦 heqiangdiao-wq/ai-cross-border-ecommerce-agent-toolkit

The AI Toolkit for Cross-Border Ecommerce

Take a veteran’s best practices and turn them into a repeatable recipe for selling online. This project solves a specific problem in international ecommerce. It turns the messy, gut-feel work of experienced sellers into seven clear AI workflows. Instead of guessing, you get exact prompts and templates for everything from market research to ad optimization. It even includes scripts to crunch real data so the AI isn’t just guessing. The coolest part? It’s a closed loop. It doesn’t just generate a product listing and leave you hanging. It analyzes your sales and customer reviews, then tells you exactly what to fix to improve your results.

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📦 localai-org/localvqe

LocalVQE: The Tiny AI That Cleans Your Calls

LocalVQE acts as a tiny, intelligent filter that strips the annoying echo from your speakerphone calls without needing a graphics card. It works by listening to both your microphone and the exact sound playing out of your speakers, allowing it to mathematically subtract that feedback loop in real time. The surprising part is how incredibly light this is. A specialized version runs on a single Raspberry Pi core, processing audio twenty-one times faster than real time. This means you get studio-quality, echo-free voice on any basic laptop or even a low-power device. No cloud servers, no heavy hardware, just a small file that makes your audio instantly clearer.

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📦 orange-3dv-team/mocha

Swap Video Characters Instantly with MoCha

MoCha swaps the person in any video with a new character using just one image and a single frame mask. It works without needing complex body tracking or depth maps, which makes it far more reliable than older tools that break when characters move or overlap. The system learns from a large set of synthetic training videos to handle tricky lighting and motion smoothly. If you have ever wanted to change who is in a clip without re-acting the scene, this tool does it in a single pass. It is a powerful way to test out new characters or fix a bad take right from your desktop.

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📦 piggybackbayonet/miauto

MiAuto: Your Phone's Car Brain

MiAuto is the Android app that turns your phone into a full car infotainment system without a dongle. It runs on your phone and acts as the receiver side of the ICCOA CarLink protocol, letting you wirelessly project your phone's screen and audio onto your car's head unit. You get navigation, media, and controls right on your car's dashboard, no cable, no extra hardware, and no need to root your phone. It's basically your phone becoming the car's brain, handling the connection so your phone's apps appear on the car's screen.

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📦 sola1039/hast-sec

hast-sec

Make a digital avatar move naturally by predicting its next motion directly from its own recent history. Hast Sec is a research project that uses a small neural network to analyze the angular velocity of a character's bones. Instead of manually animating every frame, the model predicts how the skeleton will continue moving based on the previous four frames of data. It handles everything from subtle head turns to full body shifts, ensuring the motion feels fluid and continuous rather than robotic. This is interesting because it solves the problem of stiff, choppy animations by learning the natural physics of movement.

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📦 black-forest-labs/flux2

FLUX.2: Sub-Second Image Generation

Generate and edit images in under a second on a standard gaming computer. Black Forest Labs just released FLUX.2, a family of open-weight models that run locally on your own hardware. The surprise here is the klein variant, which creates high-quality visuals or edits existing photos almost instantly, fitting entirely within eight gigabytes of memory. This means you can build interactive creative tools without expensive cloud servers or waiting for results. If you are looking for a fast, local way to experiment with visual generation, this is the one to try.

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📦 scrapecreators/social-media-research-skills

Social Media Research Skills: Let Your AI Agent Find Viral Secrets

Hand your AI agent a single prompt and it hunts through public social data to find the exact comments where people are confused, frustrated, or ready to buy. Social Media Research Skills turns messy online chatter into clear business insights, revealing the specific words customers use to describe their problems. It also spots the competitor ads and viral posts actually driving results, so you know exactly what to copy and what to avoid. No more guessing what your audience wants; you get a clear, evidence-based picture of the market. Use this tool to stop guessing and start creating content that truly resonates with real people.

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📦 scenario-labs/blender-plugin

Scenario for Blender

Your AI agents can now build 3D scenes directly inside Blender. The Scenario for Blender plugin connects local coding agents to your open project through a Model Context Protocol server. This lets automated tools read your current scene state and generate meshes, materials, and video right into the viewport without manual file imports. It turns written descriptions into greybox layouts and applies generated assets instantly. It is essentially an API bridge between your creative workflow and automated code execution. If you want to script complex 3D production tasks using large language models, this is the direct path to making that happen.

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📦 fengzdadi/memory-bench-registry

memory-bench-registry

Track down exactly how every major A.I. memory test scores performance. The memory bench registry solves the problem of scattered, inconsistent testing data by collecting over two hundred benchmarks into one structured place. It works like a detective for research papers, tracing every single data point back to the original source to ensure you never guess a result. You get a clear list of every test that measures how well a machine remembers things over time. It filters out noise and only keeps verified, useful benchmarks. It stops you from wasting hours checking unreliable websites. This tool gives you a trustworthy map of the field.

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📦 atria-asi/atria-dawn

Atria Dawn: The AI Agent That Actually Finishes the Job

Atria Dawn is the AI agent that actually turns vague research questions into verifiable, finished results. Developed by the Shanghai Artificial Intelligence Laboratory, this massive model doesn't just chat; it works. It handles the entire workflow from analyzing a complex problem to writing the code, running the experiments, and even recovering when things go wrong. The real surprise here is its ability to act as a complete digital coworker. Instead of giving you a list of steps to do yourself, it executes the multi-step tasks for you, whether that means building a data visualization or drafting a technical report.

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📦 zehraakar424-lgtm/wallet-core-web

Xendra Wallet: Crypto in Your Browser

Xendra Wallet runs full crypto signing power directly in your browser using WebAssembly. This repository provides a lightweight interface for managing assets across multiple blockchains without requiring a heavy native app. You can import recovery phrases, swap tokens, and track balances right from your desktop or phone. The code is open for developers to inspect how trust-based cryptography works in a standard web environment. It is a fascinating look at bringing secure digital finance tools to the web platform. If you want to understand how modern wallets handle security without hardware, this project is worth a quick look.

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📦 antfu/furifont

Furifont: The Japanese Font That Reads Itself

Furifont is the Japanese font that displays pronunciation guides directly on the text itself. It solves the annoying problem of needing extra code or complex markup just to show how to read Japanese characters. By baking the pronunciation into the font file, the text stays completely plain and works instantly in any app that supports custom fonts. You just drop the font in, and the small reading text appears right above the main characters without any scripts. It is a clever way to make Japanese text accessible anywhere. If you work with Japanese web content, this tool saves you from heavy coding tasks.

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📦 tg-twilight/c001apk

C001APK: A Lightweight Coolapk Client

Browse a lighter, fully Chinese version of Coolapk without the official app. This unofficial client cuts out the bloat, letting you read feeds, check apps, and search topics with a simple, clean interface. It runs on Android and Windows, giving you control over themes and font sizes so the experience feels personal. The project actively fixes login issues and improves the browsing flow, making it a reliable choice for fans who want a faster, less cluttered way to follow their favorite tech content. If you are tired of heavy apps slowing you down, this is your lightweight alternative that respects your time and your device's battery.

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