Top Builders

Explore the top contributors showcasing the highest number of app submissions within our community.

MongoDB: The Developer Data Platform

Get the latest and greatest with MongoDB 6.0! Build faster and smarter with a developer data platform built on the leading modern database. Whether you’re tackling transactional, search, analytics, or mobile use cases, MongoDB has you covered. Plus, enjoy a common query interface and a data model that developers love.

General
PlatformMongoDB
Repositoryhttps://github.com/mongodb/mongo
TypeNoSQL Database

Key features

Build Faster: Ship and iterate 3–5x faster using MongoDB’s document data model. Enjoy a unified query interface for any use case.

Scale Further: Whether it’s your first customer or 20 million users, meet your performance SLAs in any environment.

Safety first: Ensure high availability, protect data integrity, and meet security and compliance standards for mission-critical workloads.

Fully Managed in the Cloud: Start in seconds and scale to millions with MongoDB Atlas, our cloud services. Explore a multi-cloud developer data platform for various use cases, from transactional to analytical.

Mobile Real-Time Data at the Edge: Launch secure mobile apps with native, edge-to-cloud sync and automatic conflict resolution.

Self-Managed Option: Run MongoDB anywhere, from your laptop to your data center.

Community Edition: Our distributed document database is where it all began. Free forever with seamless migration to Atlas.

Enterprise Advanced: For robust features and support, consider the enterprise version.

Built by Developers, for Developers: MongoDB’s document data model maps to how developers think and code.

What You Can Do with MongoDB

It’s a flexible document data model that lets you ship and iterate faster. Enjoy a unified query interface for all use cases. Whether it’s your first customer or 20 million users worldwide, MongoDB ensures performance SLAs in any environment. Easily ensure high availability, protect data integrity, and meet security and compliance standards for your mission-critical workloads. Plus, MongoDB Atlas provides fully managed cloud services, and you can run it anywhere, from your laptop to your data center.

AI Tutorials

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MongoDB AI technology page Hackathon projects

Discover innovative solutions crafted with MongoDB AI technology page, developed by our community members during our engaging hackathons.

AI_lifeOS

AI_lifeOS

**AI LifeOS** is an AI-powered all-in-one student platform designed to simplify learning, career planning, and skill development. Many students struggle with using multiple websites and tools for studying, tracking progress, preparing for interviews, building resumes, and choosing the right career path. AI LifeOS solves this problem by bringing everything together in one intelligent platform. The platform uses artificial intelligence to create personalized learning roadmaps based on each student's goals, interests, and current skill level. It provides an AI study assistant that answers questions, explains concepts, recommends learning resources, and helps students stay on track. Students can also explore different career paths, compare opportunities, understand the skills required for each role, and receive a step-by-step plan to achieve their career goals. In addition, AI LifeOS supports project recommendations, resume building, interview preparation, skill assessment, and progress tracking. The platform continuously analyzes student performance and provides personalized suggestions to improve learning outcomes and job readiness. Our goal is to create a smart learning ecosystem where students can learn, practice, build real-world skills, and prepare for successful careers—all from a single platform. By combining education, AI assistance, and career development, AI LifeOS empowers students to make informed decisions, stay motivated, and achieve their full potential.

CivicFlow: AI Grievance Automation

CivicFlow: AI Grievance Automation

CivicFlow is an AI-powered citizen grievance automation platform designed to make complaint handling faster, smarter, and more transparent. Citizens can submit issues such as potholes, garbage collection delays, water leakage, and broken streetlights through a simple web interface. The system automatically validates each complaint, classifies it into the right category, assigns the correct department, generates a unique complaint ID, and tracks the full status timeline. The platform also includes a dedicated AI Assistant page where citizens can ask general civic questions or get complaint-specific help by entering a complaint ID. This makes the experience more interactive and useful, especially for users who want quick answers without navigating multiple pages. On the administration side, CivicFlow provides a separate admin dashboard for complaint management. Officials can view complaints, apply filters, update statuses, review duplicate reports, monitor SLA deadlines, and view analytics. The system includes auto-escalation logic so unresolved complaints are flagged automatically when they exceed the allowed time. It also includes an AI Escalation Agent that gives recommendation-based actions for at-risk complaints. CivicFlow improves the grievance process by reducing manual work, improving routing accuracy, ensuring better transparency, and helping citizens stay informed about the progress of their complaints. It is built as a practical, scalable civic-tech solution for smarter public grievance redressal.

Kontrakt

Kontrakt

Kontrakt is an AI-powered legal assistant built for freelancers who don't have a lawyer on retainer but still need to protect themselves before signing anything. It works two ways. The Interrogator flow starts with a plain-language description of your gig — what you're doing, for whom, and any terms you already know. Kontrakt classifies the type of work and asks a series of targeted follow-up questions, one at a time, to close common coverage gaps around payment, scope, IP ownership, cancellation, and liability. As you answer, a live coverage score updates in real time. Once every question is answered, Kontrakt generates a full contract draft on the spot, streamed into a formatted document view with numbered sections and a signature block. From there, an Exposure Report breaks down exactly what's covered, what's still missing, why each gap is risky, and what to add to fix it. The Audit flow flips the direction: paste or upload a contract someone else sent you, and Kontrakt scans it for red flags — missing kill fees, unlimited revision clauses, overly broad indemnification, unfavorable payment terms, vague IP assignment, and more. Each flagged clause is shown with the exact quoted text, a plain-English explanation of the risk, a severity rating, and the option to request a suggested rewrite. Every session is saved to a Vault so you can revisit past contracts and their exposure scores, and a Dashboard gives a running snapshot of your overall coverage across all active engagements. Kontrakt is built on TanStack Start with a real-time backend (WebSocket-driven job processing for contract generation and analysis), styled with a custom Material Design 3 token system, and deployed on Vercel. It's aimed at solo freelancers and small agencies who need contract protection without the cost or delay of hiring a lawyer for every engagement.

AITinerary

AITinerary

AITinerary – Your AI Travel Co-Pilot AITinerary is an AI-powered travel planning platform designed to simplify every stage of a trip—from discovering destinations to creating personalized itineraries and exploring hidden gems. Instead of spending hours researching across multiple websites, users simply describe their travel preferences, budget, trip duration, and interests, and AITinerary generates a complete travel plan tailored to them. One of the core ideas behind AITinerary is bridging the gap between travel inspiration and actual trip planning. Today, many people discover amazing destinations, restaurants, and experiences through Instagram Reels and YouTube videos, but planning a trip around that content is still a manual process. AITinerary aims to let users provide a Reel or YouTube link and transform that inspiration into a practical itinerary with recommended attractions, restaurants, accommodations, transportation, and nearby experiences. The platform also acts as an intelligent travel companion throughout the journey. It recommends hidden gems beyond popular tourist attractions not to miss, adapts plans based on user preferences, provides contextual information about places, helps optimize travel budgets, and enables expense tracking and bill splitting for groups. For the MVP, the focus is on AI-generated itineraries, social media-inspired trip planning, personalized recommendations, and intelligent travel assistance. The architecture is designed to integrate with travel providers and booking platforms in the future, allowing users to seamlessly transition from planning to booking within a single experience all at one place. By combining generative AI, travel data, and personalization, AITinerary aims to become an all-in-one travel assistant that helps users spend less time planning and more time experiencing memorable journeys. "From inspiration to itinerary in seconds. See it. Plan it. Experience it."

ISEEKAIGO

ISEEKAIGO

Most AI companions today are built around static prompts layered on top of large language models. They can generate impressive responses, but they rarely evolve beyond the conversation in front of them. ISEEKAIGO is building the next generation of AI companionship by combining generative AI with persistent memory, human-inspired needs, autonomous behavior, and evolving cognition. Instead of simply responding, our AI learns from experience, self-learning, adapts over time, and develops its own behavioral context, making every interaction more personal and meaningful. Our vision extends beyond creating a better chatbot. We are building a foundation for Human-like AI that can interact with people over long periods while becoming increasingly capable through experience. By breaking this vision into scalable milestones, we aim to transform AI companionship into a platform for future autonomous AI applications such as building physical-AI core. We believe this project represents a meaningful step toward the future of Human-like AI, combining ambitious research with the ability to ship real products and bring advanced AI experiences to millions of users.

DSS BACKGROUND HANDSHAKES PROTOCOL

DSS BACKGROUND HANDSHAKES PROTOCOL

Background handshake authentication vectored to three parameters user contacts, device and location. Eliminating log in authentication errors thus saving a massive amount of energy consumption from error handling processes of the digital grid at the global scale. Not only that it saves energy but also provides users ease of access. No more OTP, no more CAPTCHA challenges, no more friction from logging in saves time for users and prevents them anxiety due to forgotten passwords. It will eliminate third party intervention that usually is the gateway for data breach. Bad actors takes advantage of this vulnerability and could be the avenue for phishing and other scamming schemes.