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OpenAI

The WebMCP Challenge

Meet the winning teams exploring what’s possible when people and agents use the web together.

Ka dhig mareegta mid la shaqaysa wakiillada

WebMCP ↗⁠(ku furmaa daaqad cusub) waa halbeeg furan oo tijaabo ah, kaas oo u oggolaanaya mareegaha inay soo bandhigaan qalab habaysan oo wakiilladu si toos ah u adeegsan karaan. Halkii aad wakiillada uga tegi lahayd inay qiyaasaan sida loo adeegsado isdhexgalkaaga, waxaad si sax ah u qeexaysaa sida ay abkaaga u adeegsan karaan, si ay hawlaha ugu dhammaystiraan si dhakhso badan, sax ah, oo lagu kalsoonaan karo.

Tartanka WebMCP wuxuu kugu martiqaadayaa inaad dhisto wax aynaan hore u arag: ab si dhab ah u wanaagsanaada marka dadka iyo wakiilladoodu wada adeegsadaan.

Waxaa taageeraya

Winning teams

MASIL lettering beside calligraphy tools.

MASIL⁠(ku furmaa daaqad cusub)

A creative space that helps Korean elders practice calligraphy and play Janggi with an agent through voice and direct interaction.

Alza interface showing a furnished three-dimensional floor plan.

Alza⁠(ku furmaa daaqad cusub)

A floor-plan editor where people and agents draw, check, and furnish a shared 2D plan, then explore it in 3D.

ArchMorph architectural floor plan and three-dimensional building model.

ArchMorph⁠(ku furmaa daaqad cusub)

A browser-based architecture studio where people and agents design and inspect a home together through floor plans, 3D views, and walk-throughs.

Aisle project title with a gold floral emblem.

Aisle⁠(ku furmaa daaqad cusub)

A shared wedding seating canvas where people and agents arrange guests, check seating constraints, and resolve conflicts.

Roque Nights title over a star-filled night sky.

Roque Nights⁠(ku furmaa daaqad cusub)

A night-sky planner where people and agents choose observing windows and targets, then review a shared plan on an interactive timeline.

Mandate permission interface with temporary authorization details.

Mandate⁠(ku furmaa daaqad cusub)

A delegation layer that lets people give agents temporary access to selected records and fields, review staged changes, and revoke access.

Observatory fantasy map canvas showing a ruined stone tower in a forest clearing.

Observatory⁠(ku furmaa daaqad cusub)

A shared fantasy map editor where people and agents build terrain, rooms, and objects on an editable canvas.

Bouquet Studio title beside a wrapped bouquet of pale flowers.

Bouquet Studio⁠(ku furmaa daaqad cusub)

A shared bouquet editor that turns a person’s occasion, mood, and budget into flower arrangements they can see and refine with an agent.

Faraday research viewer displaying brain scan slices.

Faraday⁠(ku furmaa daaqad cusub)

A browser-based CT and MRI viewer that lets agents navigate volumes and work with measurements while scans stay local. For research and education only, not diagnosis.

JupyterLite notebook interface with the words The agent edits. You see every change.

JupyterLite WebMCP⁠(ku furmaa daaqad cusub)

A JupyterLite extension that lets agents work with live notebook cells, selections, and the browser’s shared Python kernel, with inline review of proposed edits.

Maxaad ku dhisi doontaa WebMCP?

Si aad fikrado uga hesho, sahami qaar ka mid ah ababka loogu talagalay wakiillada ee kooxdayadu samaysay, ama ka eeg fikrado dheeraad ah bandhigga WebMCP ↗⁠(ku furmaa daaqad cusub).

La kulan garsoorayaasha

Sawirka wejiga Sarah Drasner, Injineer Sare, Chrome, Google.

Sarah Drasner

Injineer Sare, Chrome, Google

Sawirka wejiga Andrew Galloni, Madaxweyne Ku-xigeenka Cilmi-baadhista iyo Hal-abuurka, Cloudflare.

Andrew Galloni

Madaxweyne-ku-xigeenka Cilmi-baadhista iyo Hal-abuurka, Cloudflare

Sawirka wejiga Jude Gao, Xubin ka tirsan Shaqaalaha Farsamada, Vercel · Kooxda Aasaasiga ah ee Next.js.

Jude Gao

Xubin ka tirsan Shaqaalaha Farsamada, Vercel · Kooxda Aasaasiga ah ee Next.js

Sawirka wejiga Ilya Grigorik, Injineer Sare, Shopify.

Ilya Grigorik

Injineer Sare, Shopify

Sawirka wejiga Alex Nahas, Abuuraha MCP-B.

Alex Nahas

Abuuraha MCP-B

Sawirka wejiga Sean Roberts, Madaxweyne Ku-xigeenka AI-da La Adeegsado, Netlify.

Sean Roberts

Madaxweyne Ku-xigeenka AI-da La Adeegsado, Netlify

Sawirka wejiga Justin Rushing, Madaxa Wakiilka Biraawsarka, OpenAI.

Justin Rushing

Madaxa Wakiilka Biraawsarka, OpenAI

Build with WebMCP

Explore what’s possible when people and agents can use the web together.