2nd Place
Alexis Chapellier
Every year, 50 million tons of electronics become waste — not because they can't be repaired, but because board-level expertise is locked in a few hands.
repair/tradesvisionagents
Alexis Chapellier
AI lab hackathons, 2025 to now
What got built, and what won.
Every submission from hackathons run by Anthropic, OpenAI, Google, Meta and the other big labs, with the winners marked and the code linked.
- projects
- 31,980
- hackathons
- 93
- award winners
- 585
- inferred from GitHub
- 433
Best Use of Claude Managed Agents+1
ARIA
ARIA captures the floor operator's knowledge and puts it to work.
repair/tradesagents
Idriss Benguezzou, Adam HNAIEN
Individual/Hobbyist (Best Team/Solo Build)
Warrant
A maintenance record is an unverified claim by the person being measured. Warrant makes it evidence — proof taken at the machine, as a gate, under the system you already run.
repair/tradesvision
Anthony Tedesco
"Keep Thinking" Prize+1
MaestrIA
My dad is a master carpenter in Chiloé, southern Chile.
repair/tradesvision
Benjamin Torralbo
Honorable Mentions
NagarDrishti
AI-powered road hazard detection for Pune — citizens report via video or voice using Gemini Live API, while PMC officers manage hazards through an AI chat dashboard on Google Cloud.
repair/tradesvisionvoice
Community Favorite
Pigeon
Pigeon maps city infrastructure issues in 3D using phone calls, helping rideshare, delivery, and city services avoid disruptions through AI-powered alerts and real-time coordination.
voicerepair/trades
Suhani Shokeen, Atin Kumar Singh, Sina Vaghefi +1
Finalist
no-signal
True Autonomous, Offline-First Multimodal Diagnostic Agent 1.
repair/tradesagents
Ajay Agrawal, Aloys Jehwin
ÓbrIA
ÓbrIA transforma uma foto do ambiente em um projeto de reforma completo.
repair/tradesvision
Fabio Ribeiro, Jose Artur Fortunato, Joao Soares
Pit Stop
Pit Stop is a mobile-first AI vehicle diagnostic assistant that helps drivers understand car problems before visiting a mechanic.
visionrepair/trades
Fateen Ajaz
RoadWatch
RoadWatch is an autonomous multi-agent pavement surveyor that grades road condition at scale using Mapillary street-level imagery — no custom CV model, no windshield survey crew, no $250k engineering contract.
visionrepair/trades
Bibek Parajuli
DreamBid
DreamBid turns a residential address and a homeowner’s idea into a visual, scoped, feasibility-aware home-improvement project with contractor bids that can actually be compared.
repair/tradesvision
Fergus Hurley
Trafo
A grid dispatcher and an AI agent plan a day of field work on the same live map through WebMCP. The agent locates, computes and routes; the person decides. A morning of lookups becomes minutes.
repair/tradesagents
Ohmni
Ohmni exposes hardware diagnostics as WebMCP tools, so an AI agent can measure a device, run approved tests, gather evidence, request physical changes, and verify the repair.
repair/tradesrobotics/hardwareagents
empeirik
empeirik turns circuit troubleshooting in one shared workspace. Where reasoning, measuring, testing, and refining happens together instead of chatting endlessly back-and-forth, with no end in sight.
repair/tradesrobotics/hardware
Simon Breidenbach
Offcut
A native WebMCP workbench where people and browser agents compare cutting plans, protect usable stock, and review an exact plan before approving its cut sheet.
repair/tradesagents
Serkan Süray
spec-commerce
Turn building and product specifications into bill-of-materials transactions online.
repair/tradesproductivity
Rod E
RE:PAIR
Take a photo of something broken and get clear, safe steps to fix it.
repair/tradesvision
Dev Dev
Line-Mate
Line-Mate is one more technician on the line: a digital twin of a repair shop in a browser tab, where an agent works the floor through WebMCP and the manager keeps authority.
repair/tradesagents
Mario Aderman
Fix This
Repairs without the runaround.
repair/trades
Jacob Rudolph
HVAC Intake Eval Workbench
A WebMCP-enabled HVAC intake evaluation workbench with 9 browser tools for deterministic scoring, routing, and human-verifiable agent decisions.
agentsrepair/trades
firstmoverprojects Jamison
BidDesk
The agent-ready tender room for building trades. A contractor prices a bill of quantities with their own AI agent through 13 WebMCP tools — and keeps the one binding click.
repair/tradesagents
N Schadewald
Poolwart — a safe agent-to-human handoff for water care
The agent interprets. Poolwart calculates. You verify.
repair/tradesagents
maurice-weissenboeck Weissenböck
PunchPilot — field review, drawn on the sheet
ChatGPT reads the live drawing context, drafts findings at a coordinate, and prepares the visit briefing. The person on site keeps verification and issuance.
repair/tradesagents
Kirpajeet Singh Gill
Cabinet Maker Xtreme
Cabinet making made fast, parametric, and production-ready."**
repair/tradesdev tools
William Wilson
SolarFix Agent.
AI-powered solar maintenance and inventory management with WebMCP,helping technicians diagnose issues, find spare parts, and manage service operations faster.
repair/tradesagents
Samsonkulwa Kulwa
FieldProof App for Contractors
Check it, correct it, approve it, and hand it off.
repair/tradesproductivity
Ryan DesJardins
Field Assist
Field Assist lets Codex and a human expert turn a live phone camera into verified, object-tracked guidance—pointing users to the correct physical control.
visionrepair/trades
Donald Murillo
OpenRepair
From photo to repair
repair/tradesvision
Ask Josh
An agent-ready local maintenance concierge that uses WebMCP to find services, retrieve grounded details, and build practical property maintenance plans.
repair/tradesagents
ChrisDC82 Din Chong
Clunk
Tell Clunk what broke. A person and browser agent check the same visual appliance together, then Clunk shows the exact part and seller link when the evidence supports one.
repair/tradesvisionagents
Mark Costigliola
Cantiere Live
Cantiere Live: your quote editor and your AI agent, working the same page together — add materials, calculate margins, and finalize with one human click.
repair/tradesagents
Diego Radoni
OpenPlan
WebMCP Powered Home Renovation Platform
repair/tradesagents
Dominic Norton
Cogsmith
CogSmith helps gearheads turn old bikes into modern single-speeds. Making cool bikes for everyone!
repair/trades
John Bain
SNIPR WebMCP
SNIPR uses WebMCP to let AI agents safely query renovation assignments, inspect spatial room context, and propose actions while keeping SNIPR the source of truth.
repair/tradesagents
sakeverpalen Verpalen
ReuseRoute
An agent-native circular economy assistant that finds the best next life for unwanted items through repair, reuse, parts recovery, or recycling.
repair/tradesagents
Muhammad Affan
Pulse
The open repair memory for humans and agents.
repair/tradesagents
Alexander Ammann
Closeout: Proof of Handoff
The agent reconciles construction evidence; the human decides what is accepted before readiness changes.
repair/trades
Bully Ops
Here4Homes.uk Smart Job Brief
Here4Homes lets people find tradesmen quotes. Our WebMCP lets agents tell us what they need done in their own words. We find the right trade, ask only what matters and create a clear quote request
repair/tradesagents
Andy Proyer
Front Desk
A three-person plumbing shop with no receptionist. Its website exposes real tools, so an agent can check the area, read the schedule and request a booking. The owner confirms by text.
repair/tradesagents
David V. Kimball
Rehearse
A browser agent rehearses spatial repairs, but only a person can approve the exact patch.
repair/tradesagents
LubuSeb Andersson
MCP VisionQuote
MCP-based AI estimator that instantly calculates camera coverage, cable length, BOM, labor, and drafts commercial proposals for video surveillance & structured cabling projects.
repair/tradesproductivity
Михаил Singatullin
Amanda Zanata LCGBR
## OneOps — Planejamento e recuperação operacional para pequenos prestadores O **OneOps** é uma solução de planejamento e recuperação operacional criada para pequenas empresas de serviços que ainda organizam seus atendim
repair/tradesproductivity
Amanda Zanata
ServeAI
ServeAI is an AI agent that helps users hire local service professionals without the usual search, calls, negotiation, and back-and-forth.
repair/tradesagents
Mario Lara, Lucas Lima
RainShift
An autonomous scheduling agent for landscapers and other weather-affected contractors
repair/tradesproductivity
Joshua Pennington
yaler
Autonomous kitchen repair agent that finds, books, and verifies a technician — refusing to spend past your budget.
repair/tradesagents
thisyear nofear
Agentic EV Charger Maintenance
Break a real EV charger. Watch AI agents fix it - every action signed, every recovery documented and verified. All green again in minutes, without the expensive field visit.
repair/tradesrobotics/hardware
Web3 Energy Ltd.
Everbind
Everbind keeps project commitments from disappearing when construction schedules are rewritten.
repair/tradesproductivity
Foreman+
A tech photographs a nameplate and talks — an ADK agent fleet turns it into a verified, priced job record on the spot. Nothing becomes truth without passing a fail-closed write-gate.
repair/tradesvisionagents
Mikhail Oskola
Hunarmand worker
AI-powered marketplace where skilled workers find the right jobs, and AI agents guide customers and workers from request to completion.
repair/tradesagents
Kaif Ansari
FixMyCity
Citizens report potholes, garbage, broken lights, leaks, and unsafe roads, but complaints are often unclear, duplicated, wrongly categorized, and hard to track.
repair/tradesproductivity
Nilu Mukherjee
No More Buckets
No More Buckets turns a tenant’s message, photo, or voice note into a safely coordinated repair. Triaging urgency, dispatching vendors, tracking work, and verifying resolution automatically.
repair/tradesagents
Koh Li Sheng
PermitPilot
PermitPilot automates property compliance by detecting expired permits, assessing risks, and drafting work orders thus reducing manual work while keeping humans in control.
repair/tradeslegal
Adebayo Ekundayo
Foreman
AI app for Hispanic contractors who need back office support to keep organized and scheduled.
repair/tradesproductivity
Duc Truong
WireSchematic
Turn electrical schematic images into structured, editable digital models with AI and human review.
visionrepair/trades
Olha Horobchenko
Oceanus Lab: Digital Twin for Water Plant
Oceanus helps water plants detect fouling early, simulate outcomes, and act before problems become costly.
repair/tradesscience
Abdullah Ibn Mahdi Abtahi
Autex: Hybrid Agentic Fleet OS for Enterprise
A zero-downtime, hybrid agentic OS for enterprise fleets—delivering deterministic offline edge diagnostics backed by Gemini 2.5 Cloud Reasoning and Firestore Memory Bank.
repair/tradesagents
eslam abdelmogood
RCA Fleet
Multi-agent AI that investigates industrial incidents, validates evidence, and generates safe, human-approved corrective actions.
agentsrepair/trades
Yamini Priya
BuildFlow Agent
Agentic AI for construction issue resolution, turning site evidence into scope analysis, impact assessment, RFIs, human-approved actions, follow-up, and verified closure.
repair/tradesagents
Alisha Sajjad
SpecGuard
Submittal audit: uncited claims are blocked from the ledger
repair/tradeslegal
Mason Snider
Kiosk Fleet Control Plane — Playbook-First Recovery
Kiosk managers describe faults in plain language. Site Agents search exact-compatible verified playbooks first, and hand unresolved cases to developers as structured Evidence Packs.
repair/tradesagents
HUGH KIM