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Your home's memory, on Alexa+. An MCP server that remembers every appliance, reads the manuals, plans maintenance, and reorders the parts you forget.
Anna's skincare brand bills $42/month to 12,000 subscribers. When a renewal fails, three AI agents debate retry vs downgrade vs release -- and a real PayPal subscription is updated on their call.
An AI platform that evaluates candidates' sentiment and technical competency during interviews to make hiring faster, smarter, and more objective.
A conversational planning assistant that turns natural-language requests into coordinated appointments, tasks, schedules, and reminders.
See the prediction. Understand the signals.
入一场戏，等一个你。
A one-day plan for Tokyo or Kyoto built from your favorite artists, films and foods, with the Qloo taste signals that put each stop there.
A cooking assistant that plans several dishes for one cook and safely replans mid-cook without forgetting what you've already done, asking instead of guessing.
Governed GitLab agents take code from merge to verified release while preserving human authority at the production boundary.
A second check on an insulin dose before it's injected: it re-runs the carb-and-glucose math, catches the dangerous outliers, and explains the number instead of just printing one.
Three GitLab Duo agents fix failing pipelines, review every merge request and turn issues into MRs for a real MCP server. A human approves merges and production.
Korean school menus print allergens as bare numbers. LunchKey reads any Korean school's live lunch menu and shows each dish for your child, in your own language.
A cooking-rescue assistant that turns missing ingredients into coordinated recipe changes - with replacement amounts, revised steps, and tradeoffs you approve before continuing.
A fair lunch shortlist shaped by everyone’s taste.
An intelligent inference router that dynamically dispatches prompts between a local Apertus 8B model and a cloud Apertus 70B model, maximizing data sovereignty, privacy, and speed.
AI-powered email security that detects phishing, impersonation, malicious links, and social engineering, then explains the risks and recommends the safest action.
paste any suspicious message or link. Get an instant risk score, the exact red-flag phrases, and a safe next step—all in under 300 ms, zero network calls, fully explainable.
An AI-powered study assistant that transforms PDF study material into personalized quizzes with adjustable difficulty, question count, instant feedback, and scoring.
SkillGreen is a career‑readiness platform for the green economy, helping users assess ESG skills, close gaps, and track progress toward sustainable futures.
Is this bounty worth building, and is it still open? Nemotron on Nebius Token Factory reads the listing and must quote it; Tavily and GitHub check the source.
From papers to insights- accelerating the future research.
PRATIBIMB — See the Manipulation Before You Trust the Message
AI-powered public grievance portal that uses image processing and semantic analysis to automatically categorize, prioritize, and assign complaints to the appropriate department for faster resolution.
Our project is a Real-Time Incident Analytics and Alert Platform designed to monitor and analyze incidents such as accidents, road blockages, waterlogging, potholes, and other emergencies.
