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.

OmniSentinel: Watching Everything, Missing Nothing

OmniSentinel: Watching Everything, Missing Nothing

OmniSentinel is an autonomous multi-agent crisis intelligence platform that helps organizations, governments, and emergency teams detect, understand, and respond to critical events in real time. Modern crises such as natural disasters, cyberattacks, infrastructure failures, and public health emergencies generate vast amounts of fragmented information that can overwhelm human decision-makers. OmniSentinel transforms this complexity into coordinated intelligence through a Band of AI Agents working together as a unified command center. The platform combines specialized agents that continuously monitor data, identify threats, gather intelligence, forecast potential developments, simulate response scenarios, and recommend optimal actions. Instead of operating independently, these agents collaborate, validate findings, and refine recommendations to provide accurate and actionable insights. This collective reasoning approach enables faster situational awareness and more confident decision-making during high-pressure events. OmniSentinel provides a real-time view of evolving situations, helping users understand current risks, anticipate future impacts, and evaluate possible response strategies before taking action. For demonstration purposes, the platform can simulate scenarios such as cyberattacks, severe weather events, infrastructure outages, or large-scale emergencies, showcasing how multiple AI agents coordinate autonomously to analyze information and generate strategic response plans within seconds. By turning information overload into coordinated intelligence, OmniSentinel empowers decision-makers to respond faster, smarter, and more effectively when every second matters.

World Tech Intelligence

World Tech Intelligence

WTI AI (World Tech Intelligence) is an advanced artificial intelligence platform focused on helping businesses and organizations improve efficiency, security, and decision-making through intelligent digital solutions. The platform brings together multiple AI technologies, including virtual assistants, intelligent automation, computer vision, and AI-powered search, within a single integrated ecosystem. A key feature of the project is its Multi-Role AI Assistant, which allows users to create customized AI agents capable of supporting customer service, business operations, and workflow automation. These assistants are designed to adapt to different industries and organizational needs, helping reduce manual tasks and improve productivity. WTI AI also incorporates Vision AI technology that analyzes visual data in real time to enhance monitoring, safety, and operational management. This solution can be applied in environments such as transportation hubs, educational institutions, and public facilities, providing actionable insights and supporting faster responses to critical situations. Another important component is XSearch, an AI-powered search engine that delivers relevant and personalized results while emphasizing user experience and accessibility.

SocialCopilot

SocialCopilot

Visit to see HD video presentation: https://drive.google.com/drive/folders/1YLhC3iNT-NjW9Cz56hZZ-oawFoNTtLTR?usp=sharing Most marketing teams struggle to guess when they should post, copy what looks popular, or figure out why competitors rank higher on Google. SocialCopilot fixes this by wiring live web data directly into a simple, automated workspace. The platform is divided into two main tools: First, SocialClaw. This is your research center. You can paste any competitor's company link to scan their recent posts, posting times, and engagement. Our AI extracts their exact publishing timing strategy, frequency, and content pattern to build a Brand DNA report. You can then copy their best times to your own calendar with a single click. In the same tool, you can track keyword search rankings live and receive a simple SEO playbook. Second, the Autonomous Post Generator. Instead of starting from scratch, our generator builds complete social media campaigns. It creates engaging text captions, designs branded graphics, and synthesizes cinematic product videos using Kling AI Video v3. You can then schedule and publish these posts across many platforms, including Instagram, LinkedIn, Facebook, and TikTok. You can select specialized AI models for text, graphics, and video through the AI/ML API gateway. Everything connects back to a drag-and-drop calendar and team approval board.

CareSync Ai

CareSync Ai

CareSync AI is an enterprise-grade healthcare intelligence platform designed to transform healthcare operations from reactive management to proactive, AI-driven decision-making. The platform combines autonomous AI agents, predictive analytics, healthcare supply chain intelligence, and real-time web data to continuously monitor hospital resources, detect emerging risks, and prevent operational crises before they occur. Using Bright Data's web infrastructure, CareSync AI analyzes live outbreak trends, supplier disruptions, medicine availability, logistics risks, and market intelligence to generate actionable recommendations for healthcare organizations. The system can predict oxygen shortages, medicine stock depletion, ICU overcrowding, and emergency resource stress while autonomously evaluating suppliers and procurement options. Through its multi-agent architecture, CareSync AI provides hospitals, governments, pharmaceutical networks, and emergency response organizations with a unified operational intelligence platform. By integrating healthcare operations, supply chain monitoring, AI procurement reasoning, and executive risk reporting, CareSync AI enables faster emergency response, reduced operational waste, improved resource allocation, and enhanced patient safety. The platform serves as an AI Operating System for Healthcare Infrastructure, helping organizations build more resilient, efficient, and future-ready healthcare ecosystems.

AEGIS Sentinel: Multi-Agent Emergency Terminal

AEGIS Sentinel: Multi-Agent Emergency Terminal

AEGIS Sentinel is a premium, real-time crisis coordination and spatial tracking dashboard built to solve communication blindness during regional disasters. During natural emergencies, survivors and dispatchers face network outages, rumor pollution, and static, cross-country evacuation paths that lead directly into hazard zones. AEGIS Sentinel addresses these challenges by deploying a collaborative, parallel multi-agent pipeline. The ASR Ingestion Agent processes dispatcher feeds using Speechmatics' Enhanced ASR. The Web Search Agent scrapes live reports matching the geolocalized city using Bright Data and Google News RSS feeds. The AI Reasoning Agent (Gemini 3.5) filters out rumors, evaluates threat details, extracts coordinates, and assigns verification scores. Finally, the Automation Agent registers threats in Cognee Graph Memory and triggers custom webhooks. Key Features: - One-Click Geocentric Localization: Automatically centers Leaflet dark maps via network/GPS/IP Geolocation, reverse-geocodes via OSM Nominatim, and queries custom Indian Cities and GeoDB API caching routes. - Proximity-Constrained Evacuation: If standard shelters are over 50km away, the system projects a virtual municipal shelter 1.5km away, drawing neon-green dashed paths. - Acoustic SOS Siren: Employs Web Audio API oscillators to emit European safety horns for search-and-rescue. - Walkie-Talkie Speech warnings: Synthesizes automated alerts with simulated radio beeps and trailing white-noise static squelches. - Live Background SMTP Dispatch: Fires comprehensive advisory emails listing active threats directly to operator inboxes asynchronously.

CyberSentinel: AI Threat Intelligence

CyberSentinel: AI Threat Intelligence

CyberSentinel is an intelligent cybersecurity platform designed to combat the growing threat of phishing attacks, malicious websites, and online fraud. The platform combines AI-driven threat analysis, real-time web intelligence, and automated security assessments to help users identify and respond to cyber threats before they cause damage. Users can submit suspicious URLs for analysis, where CyberSentinel performs deep inspection of website characteristics such as login forms, password fields, SSL certificates, domain reputation, typosquatting indicators, redirects, and suspicious content patterns. The collected evidence is processed through an AI-powered analysis engine that generates risk scores, phishing likelihood assessments, technical explanations, and recommended mitigation actions. The platform features an interactive cyber-security dashboard, threat monitoring capabilities, risk visualization, and detailed intelligence reports that transform complex security data into understandable insights. By leveraging modern AI models and automated threat intelligence techniques, CyberSentinel enables faster and more accurate threat detection compared to traditional manual investigation methods. CyberSentinel is designed for security teams, organizations, students, and everyday internet users who need an accessible yet powerful solution for identifying phishing campaigns and malicious web infrastructure. The system is scalable, cloud-deployable, and can be extended to support enterprise threat monitoring, credential leak detection, and automated incident response workflows. Our mission is to make advanced cyber defense accessible to everyone by combining artificial intelligence with practical cybersecurity intelligence.