AI lab hackathons, 2025 to now
Every submission from hackathons run by Anthropic, OpenAI, Google, Meta and the other big labs, with the winners marked and the code linked.
A floor plan is coordinates, not buttons. Alza publishes its geometry as 31 typed tools, so your agent draws the plan, checks its own work, buys from another origin, and raises it to walkable 3D.
Elioz 404
Browser-based architecture studio where a human and an AI agent design a building together on the same live canvas.
Yousuf Khan
A local-first fantasy map builder where people and browser agents create together through WebMCP.
Martinus Hooijmans
Your notebook is already in the browser. Now your agent can be too.
Allison Coleman, Juan Mendoza
Turn your wishes into a bouquet you can see, shape, and confidently order.
Jane Chao, Luis Cesar Morales
Hospitals can't upload use AI on MRI or CT scans without risking patient privacy. This never leaves the doctor’s browser, providing instant 3D navigation. The patient's scan never leaves the room.
Sawyer Cutler
Aisle is a live wedding seating canvas where people and AI plan together. Using WebMCP, agents arrange guests, honor constraints, spot conflicts, and repair changes in real time.
eri alipaj
Plan the night sky with your agent. One instrument, two operators.
Sebastián Fernández García
Korean elders living alone lose access to creative spaces. Only the web remains; its UI fails them. WebMCP turns Agent access into human access—restoring creative life and expanding what’s possible.
Sangjoon Son
Mandate turns updatable fields into temporary mandates — a live WebMCP tool compiled from what one person chose, expiring on its own, and re-checked by the server on every call.
Harzer Heribert
A shared media memory for you and your AI. With WebMCP, TasteShelf saves what you watched, why it mattered, and lets your AI use that memory to understand your taste and act on it.
Timur Ibragimov
A pixel-art storybook for families to create, read, and share with an AI co-creator.
Thạch Hồ Lê Minh, Lisa Ho
3:52 AM Blind Spot finds accessibility barriers that automated scanners miss by testing whether real user tasks remain reachable through a live, accessibility-derived WebMCP tool surface.
Deepanathan Rajendiran, Arun Ghontale, mukesh reddy p
Interactive live coaching sessions on chessboard with ChatGPT
Brian Chen
Session assistant that helps you stay in flow with your music.
Steven Tsao
Bandmate is a WebMCP musical sequencer, where you jam away on your instrument, and the agent arranges it all in one tab while the loop keeps playing, with creative collaboration happening in realtime.
Mark Rees-Andersen
Please skip this project; I'm stepping down.
Anciera Athera Verttra
OpenSketch is a free, open source alternative to paid editors for scientific figures depicting biological reactions and lab workflows.
Paul Heisig
"Anatolian Neolithic, >0.5x coverage, excluding relatives" is a sentence in a paper and a hundred lines of R in practice. PaleoScope makes it a named object a person and an agent revise together.
Kadir Güvener
Self-healing in-browser runtime via WebMCP and Rust.
Mikhail Melik-Kazarian, ФБ-51мн Сiмон Мелiк-Казарян, Артур Артур
Investigation Canvas turns messy data into a shared, visual investigation where humans spot what matters and AI agents test it with auditable WebMCP tools
Rishav Sanjay, Saanvitha D, Saanchitha Devraj
A seller-controlled authority layer for agentic commerce
Koushik Sadhak Jeet, Prantik Noor, Waliullah Kawsar
Your agent learns the way !!
pritesh kumar, Rahul Gunwani
Two minds. One shared canvas. The only agentic worksheet builder that checks its own homework.
Neonstudio 28
Watch this: taken down
Bryce Muhlnickel
Sketch UI flows with your AI agent on the same live canvas through native WebMCP tools.
Sean McKenna
Built for Flow: Script with AI. Record with a teleprompter. Edit in the browser. All while one agent oversees it all.
Roshan Prabhu, Ridwaan Joomun
Turns a complex service into a personal interface built for the user's needs.
David Pratt
Medicine has specialties. People don’t.
Dr Roxana Irimia
A global, community-contributed library of verified, traceable capabilities that AI agents can discover, adapt and execute to make ANY project work faster, cheaper and more reliable.
Chaitanya Deshkar, anujbhadbhade05-cyber Bhadbhade
Human-agent SEO audit and verification via WebMCP
Tomi Seregi
Book, prepare, and safely control shared 3D printers with AI agents through WebMCP.
Chilumba Machona
an interactive map of hoenn, where you can walk around, talk to people, and explore the landscape of emerald with an agent
Purav Manot
WebMCP lets AI agents interact with Shopify stores through a governed workflow - without giving them authority to change production. Capability is not authority.
Nikola Milić
Your agent negotiates. You stay in control.
Thanh Chau
Real correspondence for humans and agents, with a shared WebMCP postal counter.
Atlas Codes
A shared idea board where people and AI agents post, link, and upvote ideas together in real time - through 7 registered WebMCP tools, not scraping or screenshots.
Jaspreet Singh
A WebMCP safety layer that lets AI agents test commitments against real capacity, propose honest alternatives, and finalize only after explicit human approval.
Tarun Kumar Mahato
MineOps helps mining operators use AI agents to investigate production anomalies, find bottlenecks, and act on operational insights.
KhumoKCB Bontsibokae, Tapiwa Khata, Michelle Keitiretse +1
A floor plan an AI agent can actually read; audit for wheelchair and other access.
Rabbia Arshad
Human-led hiring, agent-powered execution, one shared pipeline.
Harshavardhan Bajoria
A browser-native, agent-curated retrieval memory. An agent browses and deposits what it finds; you decide what the memory keeps. No server, no API key, nothing leaves this device.
Akhil Gogineni
An experimental 3D studio for browser-native neural motion. Autoregressive diffusion runs through WebGPU, while WebMCP lets AI use the same live production controls as people.
Tyler Davis Mitchell
Sightline is an incident console a human and an AI agent debug together on one screen. Nine WebMCP tools, no chat panel, nothing mocked — and a production rollback only a human can approve.
Nozimjon Nabiev
CARTOS — Where Humans and Agents Shop Together.
A shared room canvas where people and agents plan, measure, and refine the same space through WebMCP.
Prashant Shah
A behavioral trust layer that checks what WebMCP tools actually do.
basim hussain, Moiz Siddiq
Bengaluru civic reporting where people and WebMCP agents share one visible, actionable map.
Amey Muke
Aria Grande gives AI browsers the context to make every website easier to explore, understand, and use—for everyone. It scales from clients to all websites.
Timo Karhu
DAG Studio lets researchers and AI build and analyze causal diagrams through WebMCP, with transparent assumptions and analysis-ready R or Python code.
jdiazdecaro Diaz-Decaro
I believe at least I think this could be SOTA for voice agent assistants doing calls for you for errands. At least it sounds like to me! Listen within 30 seconds of logging in. Also make calls!
Turn thousands of public comments into a brief you can trace back to the source. DocketLens uses WebMCP to let agents find and organize evidence alongside you, while you verify what belongs there
AKSHAT SETHI
Turning static CBSE Class 10 mathematics into 13 browser-native WebMCP tools so external AI agents can teach with zero backend costs or answer leaks.
SANDEEP JAISWAL
WebMCP based bill splitting tool
Anirudh.txt Agrawal, Samyak Singh, anaadhi mongia
A local-first word-association game where humans and multiple agents play cooperatively and competitively to decode the key first.
Ryan Greaves
A real-time strategy game that keeps more depth than one player can manage, because your agent playsalongside you through its own interface instead of your screen.
Ahmad Fauzan Putra
WebMCP builds WebMCP. Turn observable website workflows into bounded, reusable WebMCP tools. Then activate, test, and export them.
santiago canchila
Sloth equips autonomous agents with narrow baseline tools, surfacing temporary financial capabilities only through verified, human-approved grants.
Maduakor Emmanuel
Imagine if TouchDesigner meets Figma. A multi screen live event visual production and matrix switching right in your browser made for Humans and Agents. Made with WebGPU and WebRTC :)
Ashman Singh, Abhyuday Rai, Divyam Agrawal
Where humans and ai study together - A local-first pdf reader workspace where the agent marks up the page with you, for you. Every edit is attributable and undoable.
Gurbaaz Singh Nandra