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Tech Stack Indexframework

FastAPI

669 winning projects306 hackathons20242026
[MLH] Best Use of AI powered by Reach Capital

Symbiote

Voice agent orchestration platform for heavy equipment inspection. Voice-to-diagnosis in seconds with no delay, no human error, and no waiting.

HackIllinois 2026 · 2026

Artificial IntelligenceEducation
FastAPIGeminiPythonReact+1
Source pending review
Medpace Sponsor Challenge

ToxIQ

Billions lost. Animals harmed. ToxIQ uses ML and Gemini AI to predict drug toxicity and simulate pharmacokinetics — before trials ever begin.

RevolutionUC 2026 · 2026

Artificial Intelligence
FastAPIGeminiNext.jsPydantic+2
Source pending review
Sponsor Challenge: Best Prenora Dynamics Hack

TuneAcademy

TuneAcademy connects music students with the perfect instructor through AI-powered weakness analysis, verified ratings, and a musician social feed. Learn smarte

Hack Brooklyn · 2026

Artificial IntelligenceEducation
DockerElevenLabsFastAPIPython+2
Source pending review
Claude AI Sponsor Prize

volana

The options AI your broker doesn't want you to have. Draw any scenario, see vol crush before it happens, ask why you're losing. Neural surface beats SABR 43% —

WildHacks · 2026

Artificial Intelligence
ElevenLabsFastAPIJavaScriptPython+2
Source pending review
People's Choice

Cure AI

Where AI Detects Before Symptoms Speak.

HackMars 3.0: NEON · 2026

Artificial IntelligenceEducation
DockerFastAPIHugging FaceJavaScript+4
Source pending review
People's Choice

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

UiPath AgentHack · 2026

Artificial IntelligenceEducation
ElevenLabsFastAPINext.jsOpenAI+7
Source pending review
Honorable mention

AgentSentinel-MCP

Autonomous multi-agent red-teaming for clinical AI — turns every MCP-native adversarial test run into EU AI Act (Art. 9/12/15) compliance evidence.

Github readme generation · 2026

Artificial IntelligenceEducation
DockerFastAPIGitHub ActionsNext.js+6
Source pending review
Track 3: After The Fact, Honorable Mention

Bloom

From sketch or speech to 3D in seconds.

CATALYST 2026: UI/UX Designathon · 2026

MediaCreative Tools
FastAPIFigma
Source pending review
Track: Best AI Inspection (Honorable Mentions)

CATalyst Inspect

CATalyst Inspect turns a quick walk‑around video into a structured inspection report in minutes, specializing in corrosion identification.

HackIllinois 2026 · 2026

Artificial IntelligenceEducation
ClaudeOpenAI CodexFastAPIOpenAI+5
Source pending review
Honorable Mentions!

Citation Trap

Right answer, invented sources. Citation Trap is a benchmark that scores LLM citation faithfulness vs. answer correctness across 500 questions, catching models

SWECCathon 2026 · 2026

Artificial IntelligenceEducation
AnthropicFastAPIGeminiJavaScript+2
Source pending review
Honorable Mention: Most Creative Use of Claude

Guardian

Guardian watches every page your grandparent visits, speaks up about scams, and walks them through tasks one step at a time - no typing required.

SoCal Claude Builder Club Hackathon · 2026

Social Impact
ClaudeFastAPINext.jsReact+1
Source pending review
Honorable mention

MediPulse

MediPuls helps users manage medicines, receive timely reminders, and improve medication adherence through a modern health management platform supporting SDG 3.

Github readme generation · 2026

HealthcareEducation
FastAPITypeScript
Source pending review
Honorable Mention: Most Impact

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

SoCal Claude Builder Club Hackathon · 2026

Artificial IntelligenceEducation
ElevenLabsFastAPINext.jsOpenAI+7
Source pending review
Honorable Mentions

PediRounds — AI Co-Resident for Pediatric Morning Rounds

The safety net between overnight and attending rounds. 4 AI agents catch deterioration, flag unsafe doses, generate I-PASS handoffs, and produce bilingual paren

Agents Assemble - The Healthcare AI Endgame · 2026

Artificial IntelligenceHealthcare
FastAPIGeminiModel Context ProtocolPython+1
Source pending review
Honorable Mentions

Prism

See the full spectrum of the truth.

SacHacks VII · 2026

Education
Chrome ExtensionClaudeFastAPIJavaScript+2
Source pending review
Honorable Mentions

SiriScore

Pre-broadcast Bitcoin transaction privacy scorer. Know what a chain analyst sees before you sign.

Bitcoin++ Open Source Edition · 2026

FinTechCybersecurity
FastAPIJavaScriptPythonSQLite
Source pending review
TR
Honorable Mentions

TransitLink Delivery

Local restaurants pay a huge platform fee to Doordash which makes it hard to survive for smaller businesses. We propose using the extremely well connected netwo

SacHacks VII · 2026

Artificial IntelligenceEducation
FastAPIPythonReactSQL+1
Source pending review
Honorable Mentions

TrustedRisk Care Engine

A2A federation that decomposes one clinical prompt into a multi-specialist consultation: 16 sub-agents, 257 workflows, narrated dispatch, calibrated abstention

Agents Assemble - The Healthcare AI Endgame · 2026

Artificial IntelligenceHealthcare
AnthropicDockerFastAPIGitHub Actions+6
Source pending review
Honorable mention

VitalLink

Blood donation, matched directly — no middleman, no delay.

Github readme generation · 2026

Education
FastAPIJavaScriptNext.jsNode.js+4
Source pending review
Top 100 Finalist Award

AquaPercent AI

Predicting water failures before communities suffer.

Moonshot Hackathon · 2026

Artificial IntelligenceEducation
ESP32FastAPIMongoDBNext.js+4
Source pending review
Top 100 Finalist Award

Clarum

Clarum turns complex repositories into clear visual blueprints, architecture reports, and guided onboarding paths for developers.

Creator Colosseum Startup Competition: Student Founders. Real Startups. · 2026

Artificial IntelligenceEducation
FastAPIGeminiPythonReact+5
Source pending review
Top 100 Finalist Award

Constitution Compiler

Transform Legal Language into Executable Law An AI framework for Computational Constitutional Engineering (CCE)

Moonshot Hackathon · 2026

Artificial IntelligenceEducation
FastAPIGeminiPydanticPython+1
Source pending review
Finalist

FirstResponder-Relay

When 911 lines flood during a wildfire, FirstResponder Relay triages overflow calls in 13+ languages, locates callers inside active fire zones, and translates d

UC Berkeley AI Hackathon 2026 · 2026

Artificial IntelligenceEducation
FastAPIMapboxNext.jsPython+4
Source pending review
Finalist Award

Foldex

Providing patient clarity for genomic testing

SP26 Cornell Claude Builders Club Hackathon · 2026

Artificial IntelligenceEducation
DockerFastAPIPythonReact+3
Source pending review