📦 lotchuazzz-crypto/papergraph-mcp

PaperGraph MCP: Stop Guessing Math Papers

PaperGraph MCP turns dense math papers into clear reading maps for AI agents. Instead of guessing which results matter or where proofs hide, it extracts key theorems and traces the exact evidence supporting them. You can see precisely where every claim comes from in the original text, then plan a logical reading order without getting lost in citations. It also helps you review external dependencies so you know what else to read before diving deep. This is huge because it replaces vague summaries with grounded, verifiable insights. If you work with academic math, this tool gives you a structured way to actually understand the work. No more guessing.

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📦 555cute/astra-quant-agent

AstraQuant: AI Trading with Human Oversight

AstraQuant is the autonomous trading terminal that lets AI models debate while hard-coded Python code holds the veto power. It connects directly to the OKX exchange, where a committee of artificial intelligence agents analyzes market data and proposes trades. But here is the part that makes it safe: before any order actually executes, it must pass through a physical risk pipeline that can reject bad ideas instantly. This ensures that while the AI handles the strategy and thinking, the actual money management is locked down by strict, readable code you can inspect.

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📦 fsiaonma/elpis

Elpis: The AI-Ready Full-Stack Framework

Elpis is an enterprise-grade full-stack framework that quietly integrates advanced AI agents, memory, and retrieval tools directly into your standard NestJS backend. Instead of building these complex features from scratch, you define your data structure once, and the framework automatically generates the entire admin dashboard interface for you. This means you get a professional-looking management UI, complete with search bars, data tables, and edit forms, just by describing your database fields in a configuration file. It’s a clever way to skip the repetitive work of writing frontend code for internal tools.

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📦 tautvydasderzinskas/thingport

Thingport: Your Personal 3D Library

Thingport lets you pull 3D models directly from major printing sites into one private library that runs on your own hardware. It solves the problem of your favorite files getting lost in random folders or scattered across different websites. You can grab a model with a browser extension, see a clear 3D preview right in your browser, and keep your notes and print settings in one place. It is a self-contained tool that gives you full control over your digital collection. If you print, this is the simple way to keep your files organized and accessible.

📰 https://news.ycombinator.com/item?id=49684004

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📦 callbacked/kinesis

Control Your Mac With Your Brain? Well, Your Wrist

Kinesis is the menu-bar app that turns your Meta Neural Band into a native mouse for your Mac. It lets you swipe between desktops, open Mission Control, and adjust volume by pinching and twisting your wrist in the air. The coolest part is how it handles movement. It uses your forearm position to move the cursor and your pinches to click. But your arm naturally sways while you hold it still. Kinesis figures out exactly how much your arm trembles and ignores that specific amount of shake. So the pointer stays perfectly locked in place, even if you are just hanging out.

📰 https://news.ycombinator.com/item?id=49695408

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📦 openclaw/openclaw-enterprise

OpenClaw Enterprise: Kubernetes for AI Agents

OpenClaw Enterprise lets you deploy and manage AI agents exactly like you manage containers, turning messy, one-off scripts into a governed, scalable system. It acts as a control plane, handling everything from spinning up secure sandboxes to managing credentials and monitoring performance, so agents don't just run; they operate reliably. Whether you are using Docker or Kubernetes, this platform abstracts the complex infrastructure, letting you focus on what your agents do, not how they are hosted. It is built for teams that need strict access controls, detailed auditing, and the ability to scale workloads without rebuilding the foundation.

📰 https://news.ycombinator.com/item?id=49901210

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📦 andretripol/openghost

OpenGhost: The Desktop AI That Actually Builds

OpenGhost is the desktop AI agent that actually shows you the work while it happens. Instead of just spitting out text, it draws live charts, flowcharts, and diagrams right next to its explanations so you can visually verify the logic before you trust it. It even includes a built-in browser that lets the AI click, type, and navigate the web on its own, all while keeping your data strictly on your local machine. It is a fully open-source desktop app that feels like a collaborative partner rather than a black box.

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📦 thu-nics/tah

Think-at-Hard: The LLM That Skips Easy Work

Think-at-Hard makes language models smarter by spending extra effort only on the hardest parts of a problem. Instead of re-evaluating every single word it generates, this new method uses a tiny internal checker to spot difficult tokens and refine just those. It skips the boring, easy ninety-four percent of the work entirely. By focusing its brainpower where it matters most, the model actually gets better at math and logic than standard models, even while doing less computation. It is a clever trick that proves you do not need to slow down to think deeply.

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📦 xhtoken/spark-x2.5

Spark-X2.5: Local AI Power

Run powerful AI agents directly on your own hardware without relying on cloud servers. Spark-X2.5 delivers serious coding and reasoning skills in a compact model that fits on personal devices. The standout feature is a unique attention design that lets the model process one million tokens of context efficiently. This means you can feed it entire codebases or long documents without slowing down or losing track. It solves the problem of needing massive, expensive data centers for everyday intelligent tasks. By making high-level AI accessible and local, it gives developers full control over their data and workflows. The result is a practical tool for anyone building smart applications locally.

📰 https://news.ycombinator.com/item?id=49907193

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📦 fastcrw/crw

crw: The Tiny Rust Web Scraper

A single Rust binary that runs in just six megabytes of memory is outpacing massive cloud services like Tavily and Firecrawl by more than twice in speed. This project is a lightweight web engine that turns any website into clean markdown or structured data for artificial intelligence agents. It solves the problem of slow, heavy scraping tools by providing a fast, local alternative that speaks a simple language your coding assistants already understand. You can run it on your own machine without a server, or use their cloud version.

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📦 mafifrizi/ares

Ares: The Automated Red Team Platform

Ares calculates the shortest path to total network compromise before a single packet is sent. This platform automates authorized red team engagements by mapping multi-stage attack paths across active directory environments, proving exploitability rather than just listing vulnerabilities. It enforces strict scope boundaries to prevent accidental out-of-scope access while storing harvested credentials in an encrypted vault. Security teams use it to validate defensive posture continuously without the cost of manual testing. The result is a clear, deterministic view of how an attacker would move through the network. This shifts security validation from guesswork to precise, auditable proof of risk.

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📦 posthog/jeeves

Jeeves: The Model That Thinks Before It Decides

Jeeves is a nine billion parameter decision model that actually pauses to think through a problem before giving you an answer. Built by PostHog, it solves a common issue where standard classifiers guess quickly but often get it wrong. By training a specific base model to reason through its logic, Jeeves achieves higher accuracy than its competitors even on new data it has never seen. It handles yes or no questions, multiple choice, and ratings all in one request while remaining fast enough for real time use. If you are tired of low accuracy in automated decision pipelines, this is a clear upgrade that proves thinking before answering pays off.

📰 https://news.ycombinator.com/item?id=49891290

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📦 arcangel0/cyberarch-shell

CyberArch Shell

CyberArch Shell turns your computer desktop into the playable interface of the video game Cyberpunk 2077. It is a custom setup for Arch Linux and the Hyprland window manager that completely replaces your standard taskbar and icons. Instead of boring menus, you get a glowing heads-up display where your battery drains like character stamina and your internet speed updates like a real-time radar. The project maps every system function to game mechanics, so checking your disk space looks like reading a cyberware status bar. If you are a developer or tech enthusiast, this repository is a fascinating look at how much control users can have over their digital environment.

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📦 duckdb/duckdb-go

DuckDB Go Driver

DuckDB Go is the official database driver that brings DuckDB's analytics power directly into your Go applications. Instead of running a separate server, this library embeds the entire database engine right inside your program, allowing you to run high-performance SQL queries on your data without the usual network overhead. It connects seamlessly with Go's standard database tools, so if you know how to write a basic query, you already know how to use this. The best part is that the database team now maintains it directly, ensuring you get the latest features and fixes without waiting on a third party.

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📦 humanbound/humanbound

Humanbound: Test your AI agents like an attacker

Break your AI agent before a real attacker does. Humanbound is an open-source testing tool that simulates hostile users by running live, multi-turn conversations against your actual software endpoint. It probes for weaknesses in how your agent uses tools and handles requests, scoring every interaction against your specific security policy. The standout feature is the automatic guardrail generation: when the tool finds a vulnerability, it immediately converts that failure into a deployable firewall rule. This means the same run that finds the hole also patches it, closing the loop between testing and defense. It is a practical way to secure your applications without relying solely on manual review.

📰 https://news.ycombinator.com/item?id=49907551

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📦 drcathicks/informed-patient

Informed Patient

Take control of your next doctor visit. Informed Patient is a tool that turns a casual chat with an A.I. into a structured investigation of your symptoms. It stops the machine from guessing and makes it search for real scientific evidence instead. You walk away with a clear list of questions to ask your doctor, backed by actual research. It helps you speak up and understand your own health. Stop guessing and start asking better questions. Your health, your voice.

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📦 fulldiagnose/antigravity-fixer

Antigravity Fixer

Antigravity Fixer is the command line tool that finally clears the confusing not eligible errors blocking access to Google's new coding assistant. When your account suddenly gets rejected, this program quietly steps in to hunt down and delete the old login tokens and cache files that are causing the trouble. It then guides you through a fresh sign in so you can get back to writing code without fighting your browser. It is a simple open source fix for a frustrating dead end, and it works on Windows, Mac, and Linux. If you are locked out, this is the quickest way to get your access back.

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📦 mizchi/explainer

Explainer: The AI That Proves It Understands

Explain complex technical concepts to a single human reader by verifying every single claim with actual code execution and visual checks. This project solves the problem where AI writes documentation faster than people can understand it, by forcing the AI to prove its points with runnable examples and diagrams that are machine-verified for accuracy. Instead of just guessing at how a system works, it builds real artifacts like state graphs and logic models, then tests them against your specific knowledge level. It is essentially a quality control system for AI-generated education.

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📦 entropyconquers/simfleet

Simfleet: The Control Plane for Parallel React Native

Simfleet is the control plane that finally keeps your parallel React Native work organized on macOS. It solves the chaos of running multiple branches at once by slimming down iOS simulators and Android emulators to save gigabytes of memory. The real magic is the shared build cache, which lets ten different coding agents test JavaScript changes simultaneously without forcing a single native rebuild. You get a live dashboard to see every device and a simple system that leases out ports so your tools never collide. It turns a messy setup of competing servers into one clean, managed fleet.

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📦 zmactep/patinae

Patinae: The GPU-Powered Molecular Viewer

Patinae brings the familiar command-line workflow of molecular visualization to a modern, graphics processing unit-first engine that runs on your desktop, in Python scripts, and directly inside a web browser. The project was built to give researchers a fast, independent tool for analyzing protein structures without the slow startup times or legacy code constraints of older viewers. It parses complex structural files and renders them with high fidelity using a flexible plugin system for AI and custom scripts. If you work with structural biology data, Patinae offers a streamlined way to explore molecular geometry with the speed of a native application and the portability of a web component.

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