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This is a submission for the Notion MCP Challenge Bonjour la communauté DEV ! 👋 💡 Le Concept: Sécuriser les transactions avec l'IA Machine Learning pour identifier les transactions suspectes. L'objectif ? Rendre l'analyse de fraude accessible et actionnable directement depuis un environnement de g
Oops, I vibecoded again Let me tell you how I ended up here. I was working on a big project — the kind where you stay focused on the parts that matter to you (the architecture, the structure, the logic) and you let the AI handle the rest. At some point I needed an admin panel. I had a rough idea in
What nobody tells you about building with AI (from someone shipping fast): Over the past weeks, I kept seeing the same pattern: Apps exposing secrets without the “builder” writing real code Everything works. That’s the gap. We’ve optimized everything for speed: AI writes the code But one question is
If you've spent any time in the React ecosystem over the past two years, you've seen shadcn/ui everywhere. And for good reason — it solved something fundamental that every other component library got wrong. I'm a Blazor developer. And for the longest time, watching shadcn/ui take over the React worl
At a glance: 1,100+ GitHub stars, 13 tools, v2.6.1, multi-account support, OAuth 2.0 with PKCE. Rating: 4/5. The nspady/google-calendar-mcp server is the leading community implementation for Google Calendar MCP integration. There is no official Google Calendar MCP server — Google briefly shipped and
Days ago, I posted about introducing the MONCSDOCS, anyway through this post I will give you full introduction! MONCSDOCS, an open source project with mission to make a full comprehensive computer science documentation. Visit:- https://mcdocs.moebiusorder.com So this open source project is need more
At a glance: Google official, open-source, ~27 stars (brand new), two operational modes, GPU access. Released March 17, 2026. Rating: 3.5/5. Google released the Colab MCP server on March 17, 2026. It lets any MCP-compatible AI agent treat a Colab notebook as a remote, GPU-enabled execution environme
Last month I scraped 10,000 Reddit posts across 50 subreddits to answer one question: What is the most reliable way to scrape in 2026? Not hypothetically. I actually ran 200+ scraping sessions, tested 4 different approaches, and tracked what broke and what survived. Here are my results. The classic
Every few months I find myself needing a short link. Maybe it's for a newsletter, a tweet, or a slide deck. So I go to one of the popular URL shorteners and... immediately regret it. Bitly wants $35/month if you want to see where your clicks come from. TinyURL barely tells you anything. The free one
At a glance: 40+ servers across 8 subcategories. 5 official government agency servers. Rating: 4/5. Five government agencies have released official MCP servers — more institutional adoption than any other vertical category. The U.S. has the deepest coverage, from official Census Bureau and GPO serve
I've been building with free APIs for a few months now, and some of them genuinely shocked me with how much data they give away for free. My top 3 surprises: 1. ClinicalTrials.gov - 500,000+ clinical trials, completely free, no API key. You can search by condition, drug, sponsor, phase. The data qua
If you run a competitive gaming team on Discord, you already know the pain. Someone posts "who's free tonight?" and you get three thumbs-up emojis, two "maybe," and radio silence from the rest. Then match time comes and you're scrambling for a sub because your off-tank is at dinner and nobody rememb
Why digital body language is outperforming static biometric matches For developers building authentication pipelines or investigative tools, the "front door" model of security is rapidly hitting its architectural limits. We have spent a decade perfecting point-in-time verification: refining Euclidea
Introduction A common habit among developers is working on multiple personal projects, confirming they work and moving on to the next. However, as the technology landscape evolves, so does the expectation. Local development is no longer enough. The question developers now need to ask is "How can I g
This tutorial was written by Nancy Agarwal. If you have worked with MongoDB, you have probably heard someone say, "MongoDB is schema-less — just store whatever JSON you want." This is one of the biggest misconceptions. MongoDB is not schema-less — it is schema-flexible. That flexibility is powerful,
Remote Desktop Protocol (RDP) is widely used for remote access in IT environments. But here’s the reality: 👉 Hackers don’t need advanced exploits to break in. 🧠 What is RDP? RDP (Remote Desktop Protocol) allows users to remotely access and control a system over the network. By default, it uses: Po
MongoDB has become one of the most popular NoSQL databases, especially for developers building scalable and flexible applications. Schema-less design – Store data as JSON-like documents without rigid structure Flexibility – Easily adapt your data model as your app evolves Scalability – Built for hor
I still remember the first time I wrote Java code. public static void main(String[] args) felt like a ritual I had to memorize before I could even begin. I didn’t understand it, but I typed it anyway, hoping one day it would make sense. At the beginning, Java felt… heavy. Simple ideas required a lot
Most researchers pay for Scopus ($10,000+/year) or Web of Science ($50,000+/year) to search academic literature. But OpenAlex — a free, open-source index of 250M+ scholarly works — gives you the same data through a simple REST API. No API key. No rate limits (for polite users). No paywall. I replace
Hey Dev community! 👋 I'm Tina, and this is my very first post here — so bear with me! I've been working on something I'm really excited about: a short tech magazine called The Tech World, focused on the latest in tech news, browser security, and modern frameworks. Vol. 01 is finally out, and I'd lo
