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HackWinnerDBv0.1
Tech Stack Indexframework

FastAPI

669 winning projects306 hackathons20242026
LI
Best Social Impact

Ligands

An AI-powered pipeline that lets you ask a simple question, "Does this drug bind this protein?" and automatically handles all the computational bottlenecks behi

HackIllinois 2026 · 2026

Artificial IntelligenceEducation
DockerFastAPIGraphQLJavaScript+11
Source pending review
Best Use of Auth0 - Wireless Headphones

LOCATR

Agentic-powered discovery to find your perfect venue.

DeerHacks V (2026) · 2026

Artificial IntelligenceEducation
DockerFastAPILangChainMapbox+5
Source pending review
[MLH] Best Use of Presage

Lumina

An AI-powered pentester that scans apps end-to-end, finds real vulnerabilities, and delivers a full security report, with no human required.

WiCHacks '26 · 2026

Artificial IntelligenceEducation
DockerFastAPINext.jsPython+5
Source pending review
Best Use Of Solana - SuperTeam Ireland

MedAgent

MEDAGENT + Where the NHS meets HSE

HackBelfast · 2026

Artificial IntelligenceEducation
FastAPINext.jsReactRust
Source pending review
Best Overall Project

MediFairNet

MediFairNet: Unbiased, trust-calibrated clinical AI built to erase demographic shortcutting. Enforcing equity & patient safety on 112k chest X-rays via adversar

ML Empowerment Build Challenge · 2026

Artificial IntelligenceEducation
FastAPIPythonPyTorchUvicorn
Source pending review
Best Use of ElevenLabs

MedSight

MedSight turns passive wearable data into real-time clinical insight helping patients communicate what matters and giving physicians a clearer picture between v

HackSMU VII · 2026

Artificial IntelligenceEducation
FastAPIFirebaseJavaScriptNext.js+6
Source pending review
Best Smart Cities Solution

MeowMeow - AuraSight

AuraSight is an AI companion for the blind. Worn on a lanyard, it uses a phone camera and Reka AI to scan head-level hazards in real-time, delivering hands-free

SummerBuild 2026 · 2026

Artificial Intelligence
FastAPIPythonReactVite
Source pending review
MLH: Best Use of Auth0

Meridian

Who hates elevator music? We do! But imagine you're in pain on hold with a clinic, in need of a Doctor. Meridian answers your call, encrypts/reads your submitte

Innovation Hacks 2.0 - 2026 · 2026

Artificial IntelligenceEducation
ElevenLabsFastAPINext.jsOpenAI+7
Source pending review
CSL: Best Use of Real-World Evidence

Meridian

Who hates elevator music? We do! But imagine you're in pain on hold with a clinic, in need of a Doctor. Meridian answers your call, encrypts/reads your submitte

WiCHacks '26 · 2026

Artificial IntelligenceEducation
ElevenLabsFastAPINext.jsOpenAI+7
Source pending review
MLH || Best Use of ElevenLabs || Wireless Earbuds

Mirror

Mirror is a computer vision–powered recovery coach that transforms at-home exercises with real-time feedback and guided rehabilitation.

Hack Indy 2026 · 2026

Artificial IntelligenceEducation
ElevenLabsFastAPIPythonReact+1
Source pending review
Best Use of NemoClaw

MonkeyClaw

MonkeyClaw: Probing, patching, and protecting the NVIDIA NemoClaw ecosystem.

NemoClaw NVIDIA x ASUS Hackathon @ UCSC · 2026

Artificial IntelligenceEducation
FastAPIModel Context ProtocolPythonSQLite+1
Source pending review
MO
Best API Integration

MoodleOS

A Learning Management system that helps you plan out your study life, and help you in the process.

Code Quest · 2026

EducationProductivity
FastAPIReact
Source pending review
Best Human-Centered Design

Mr.Ed — The Horse that Cares

A bear with sensors that detects when old loved ones are upset and takes action. Plays a grandson's voice, guides her breathing, then tells the family. No camer

KiroHacks Cal Poly · 2026

Artificial IntelligenceEducation
C++ClaudeESP32FastAPI+6
Source pending review
MLH || Best Use of ElevenLabs || Wireless Earbuds

Mugen AI

Create your AI powered app arsenal tailored to you and your data

HooHacks 2026 · 2026

Artificial IntelligenceEducation
ClaudeElevenLabsFastAPIPython+4
Source pending review
Best App for Developer Productivity - Runner Up

Nebula

Search your files in plain English with no hassle. No Filenames required.

GDSC HackDay - Build With AI Hackathon · 2026

Artificial IntelligenceEducation
FastAPIGeminiMongoDBPython+2
Source pending review
Best Use of Hermes -- Nous Research

neuro-trading.

fMRI-enhanced swarm simulations for prediction markets

YHack Spring 2026 · 2026

Artificial IntelligenceEducation
DockerFastAPIFlaskPython+3
Source pending review
Best Use of Auth0

NexDrop

NexDrop turns building and market data into a ranked pipeline of high ROI water reuse opportunities, helping Grundfos cut prospecting time and scale real water

HackSMU VII · 2026

Artificial IntelligenceEducation
FastAPIFigmaPythonReact+4
Source pending review
Best use of gemini api

Nexus

A safe place to practice, be yourself, and be understood.

Elevate Hack Days · 2026

Artificial IntelligenceEducation
AnthropicFastAPIGoogle AI StudioGoogle Cloud+6
Source pending review
Best Use of Wundergraph

Nexus

A safe place to practice, be yourself, and be understood.

Ship to Prod - Agentic Engineering Hackathon · 2026

Artificial IntelligenceEducation
AnthropicFastAPIGoogle AI StudioGoogle Cloud+6
Source pending review
Most Innovative Hack

Nexus

A safe place to practice, be yourself, and be understood.

The FinTech Hackathon · 2026

Artificial IntelligenceEducation
AnthropicFastAPIGoogle AI StudioGoogle Cloud+6
Source pending review
Most Creative Solution

Nexus Maestro: 1 Case, 5 AI Agents, Seamless Orchestration

Maestro Case turns a single fraud call into a live multi-agent investigation: AI scoring, parallel SIP calls to vendors and carriers, human-in-the-loop review,

UiPath AgentHack · 2026

Artificial IntelligenceEducation
FastAPIPythonReactRedis+1
Source pending review
Best Use of AMD Tech

OneShot

One-shotting human demonstrations to LeRobot SO101 tasks.

StarkHacks · 2026

Artificial IntelligenceEducation
DockerFastAPIGoogle CloudJavaScript+12
Source pending review
[MLH] Best Use of Gemini API

Open Stitch

Open Stitch is an AI video editing pipeline that turns raw clips into fully edited videos from natural language prompts using ASR, vision-language models, agent

CUhackit 2026 · 2026

Artificial IntelligenceMedia
FastAPIPostgreSQLPydanticRedis+4
Source pending review
OR
Best Technology

Orbit Scheduler

An tool for scheduling satellite passes for ground stations

Codebrew 2026 · 2026

Creative Tools
FastAPINext.jsPython
Source pending review