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HackWinnerDBv0.1
Tech Stack Indextool

Model Context Protocol

55 winning projects38 hackathons20262026
Dynatrace - 3rd Place

Heimdall: Autonomous Incident Response for Dynatrace

Autonomous SRE that watches your Dynatrace tenant 24/7, diagnoses production incidents from real spans and Davis CoPilot, and opens a pull request before your p

Google Cloud Rapid Agent Hackathon · 2026

Artificial IntelligenceEducation
DockerFastAPIGeminiGitHub Actions+11
Source pending review
SE
Third

Sentinel

Predict, Prevent, Intervene

TillyHacks · 2026

EducationProductivity
OpenAI CodexDockerFastAPIGemini+18
Source pending review
Best Use of Gemini

alphaResearch

Analysts track 10k-word transcripts for 8-15 stocks. AI tools offer fragments; alpha research provides the unified, peer-level analysis needed to decode drivers

GDSC HackDay - Build With AI Hackathon · 2026

Artificial IntelligenceEducation
FastAPIGeminiHugging FaceModel Context Protocol+7
Source pending review
Most Technically Impressive

BlockWatch

In one command, and your repository becomes explorable terrain folders are districts, files are buildings, and git changes show up visually on minecraft in real

RevolutionUC 2026 · 2026

Other
JavaModel Context ProtocolTypeScript
Source pending review
Best Use of Splunk MCP Server

ChangeShield AI: Splunk Agentic ChangeOps Commander

Splunk-grounded AI agents that catch risky deployments before they become incidents, scoring deploy risk, finding root cause, and writing human-approved fixes b

Splunk Agentic Ops Hackathon · 2026

Artificial IntelligenceEducation
Model Context Protocol
Source pending review
Most Practical Solution

Cloud Janitor

Cloud Custodian runs rules. Cloud Janitor runs reasoning.

Kiro Buildfest 2026 Singapore · 2026

Cloud
Model Context ProtocolPythonStreamlituv
Source pending review
Best Use of Insforge (YC P26)

Corpus

Your codebase has an immune system! Corpus watches your AI-generated code, catches breakage before it lands, and self-heals your project.

JacHacks · 2026

Artificial IntelligenceEducation
Model Context ProtocolNext.jsTypeScript
Source pending review
Best UX

Farmer Force

Free satellite crop-health intelligence, delivered as an AI agent inside Slack. It catches disease and drought early — and explains it in plain English.

Slack Agent Builder Challenge · 2026

Artificial IntelligenceHealthcare
ClaudeFastAPIGoogle CloudModel Context Protocol+5
Source pending review
MLH: Best Use of Snowflake API

Grid Green

Training GPT-3 emitted 552 tons of CO₂. GridGreen estimates your model's footprint from code and suggests lighter models and cleaner hours to run.

DataHacks 2026 · 2026

Artificial IntelligenceEducation
ClaudeFastAPIGeminiHugging Face+5
Source pending review
Best Use of Solana

kali.

context and finance layer for nonprofits.

HackDavis 2026 · 2026

FinTechSocial Impact
AnthropicClaudeFigmaModel Context Protocol+11
Source pending review
Best Technological Implementation

Loop — Customer Whisperer

The teammate who's already read the thread.

Slack Agent Builder Challenge · 2026

Enterprise
JavaScriptModel Context ProtocolNode.js
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
Best Kiro Power-User

No Route To Host

Diagnose broken networks through a real CLI, where Kiro proves every scenario is solvable before you ever see it.

Kiro Buildfest 2026 Singapore · 2026

Other
DockerModel Context ProtocolReactTypeScript+1
Source pending review
Best use of InsForge

PreCallBot

Voice-first meeting prep agent that looks at your upcoming meetings, reads your relevant Notion notes, researches the company/person online, and gives you a tac

Ship to Prod - Agentic Engineering Hackathon · 2026

Artificial IntelligenceEducation
AnthropicDockerGraphQLModel Context Protocol+11
Source pending review
SE
Best Use of AI - Mac Mini with Apple M4 chip

Sentinel

Predict, Prevent, Intervene

Hacktech by Caltech 2026 · 2026

EducationProductivity
OpenAI CodexDockerFastAPIGemini+18
Source pending review
SE
Best Use of VoiceOS and HypeScribe

Sentinel

Predict, Prevent, Intervene

SCU Hack-a-Stack - Endurance Track · 2026

EducationProductivity
OpenAI CodexDockerFastAPIGemini+18
Source pending review
Best of Platform & Developer Experience

Splunk AI Refiner

A multi-agent AI tool that refines Splunk logs pre-ingestion. It identifies noise, auto-generates nullQueue filters, and quantifies your storage and license sav

Splunk Agentic Ops Hackathon · 2026

Artificial IntelligenceEducation
ClaudeModel Context ProtocolPython
Source pending review
Best Use of Splunk Developer Tools

Splunk UCC AI App Builder - App dev made for everyone

Describe a Splunk add-on in plain English; an AI agent inside Splunk using the Splunk Agent SDK, builds it with ucc-gen, validates with AppInspect, and self-cor

Splunk Agentic Ops Hackathon · 2026

Artificial IntelligenceEducation
Model Context ProtocolPythonReact
Source pending review
[MLH] Best Use of Solana

TradeX

An open marketplace for the agent economy.

cuHacking7 · 2026

EducationInfrastructure
Model Context ProtocolNext.jsNode.jsPostgreSQL+5
Source pending review
MLH: Best Use of Auth0 AI Agents

TravelMate

An AI-powered travel buddy that makes trip planning simple and stress-free. Never miss a trip because planning feels like a hassle.

Innovation Hacks 2.0 - 2026 · 2026

Artificial IntelligenceHealthcare
ElevenLabsFastAPIGoogle MapsLangChain+7
Source pending review
[MLH] Best Use of Solana - Ledger Nano S Plus

vima.

visual intelligence for multimodal annotation

Hacktech by Caltech 2026 · 2026

Artificial IntelligenceEducation
ClaudeFastAPIGeminiModel Context Protocol+3
Source pending review
Track: Agentverse - Search & Discovery of Agents

MultiEval

The first agent-eval platform built for multi-agent orchestration. Graph + Gantt trace viewer, A/B compare with Wilson CIs, and a meta-agent that evolves harnes

LA Hacks 2026 · 2026

Social Impact
AnthropicClaudeGeminiModel Context Protocol+5
Source pending review
NE
Best Overall - Cisco Track

NeuralOps

AI clusters break. Triage takes hours. NeuralOps deploys three specialized agents via MCP to diagnose, recommend, and resolve incidents autonomously.

SCU Hack-a-Stack - Endurance Track · 2026

Artificial IntelligenceEducation
FastAPIJavaScriptModel Context ProtocolPython+2
Source pending review
Honorable Mentions

Aegis Hindi Consent Companion

**India's AI-generated perioperative informed consent in Hindi — patient-specific, clinically grounded, and built for the real communication gap in Indian surgi

Agents Assemble - The Healthcare AI Endgame · 2026

Artificial IntelligenceHealthcare
DockerModel Context ProtocolPython
Source pending review