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The WebMCP Challenge

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Connect with the participants – support your favorite projects by liking, sharing, and commenting on them.
VocalApply - voice-driven job application
VocalApply - voice-driven job application

Talk directly to web pages! Watch a voice-driven AI agent navigate, filter, and fill out forms in real-time. Built with WebMCP, Gemini Live, and OpenAI Realtime to automate job applications.

Hoshank Ailani Sanika Harshe
1 0
Consilium WebMCP
Consilium WebMCP

Your browser agent can understand your goals, show evidence, and help you plan your goals and aspirations with you, of course, always being in control.

Patrick Hallermann
0 0
 ROOM — a web page that argues back
ROOM — a web page that argues back

A floor planner where the page owns the geometry and the agent owns the intent — 28 WebMCP tools, 28 rules, and a page that refuses a layout it knows is wrong.

Mukesh Basira
0 0
Track Record WebMCP - Human-Gated AI for Public Procurement
Track Record WebMCP - Human-Gated AI for Public Procurement

The low bid isn't the price. WebMCP tools let an agent investigate a public contractor's documented cost growth, while recommending, awarding and publishing stay with a human.

Bridge B Kevin Jiang
0 0
CountryLab
CountryLab

A shared economic laboratory where humans and AI agents investigate, manipulate, explain, and test the same visible country through WebMCP.

Pranav Suhas Reddy Konduru
0 0
OrbitFlo.co
OrbitFlo.co

Your Mission Control for Productivity

0 0
SAW-Bridge — Self-Assembling WebMCP Bridge
SAW-Bridge — Self-Assembling WebMCP Bridge

Don't wait for the web to write tools for agents. Let agents write them, and make that safe to allow.

Savaş Hasçelik
0 0
Duet
Duet

Make music together with your AI agent. Start with a melody, then let your agent add instruments, respond to your changes, and shape the song alongside you in a shared live studio.

Anton Tuyakhov
2 0
Research Control Panel
Research Control Panel

A shared control plane where researchers and browser agents inspect evidence, run bounded experiments, and review durable results together.

Zhi W
0 0
Hearth. Design a home with your agent.
Hearth. Design a home with your agent.

A 3D interior-design studio humans and AI agents share. 40 WebMCP tools let your agent read rooms, place and resize furniture, import floor plans, shop a real Shopify catalog, and prep checkout.

Yadnesh Salvi
1 0
Gigoo
Gigoo

An agent-native freelance marketplace where WebMCP helps people discover, evaluate, shortlist, and draft—while humans keep final control.

kurnia muhamad
0 0
QuePlan × WebMCP — a real insurance comparator, agent-ready
QuePlan × WebMCP — a real insurance comparator, agent-ready

13 WebMCP tools turn Latin America's health-insurance comparator into a shared workspace for people and AI agents: real pricing engine, explained recommendations, the human keeps the click.

Matías Stäger Koller José Oropeza Axel Aaron Quezada Mario Hoare
8 0
NOVA LAB
NOVA LAB

A scientific laboratory that lets external AI agents discover and operate real experiments through WebMCP—from experimental design and human approval to execution, analysis, and replication.

Bhagatveer Singh Hunjan Lokesh Kashyap Ishaan Gill
0 0
WhenToProfit
WhenToProfit

Know when your small business makes money.

Kien Nguyen
0 0
Prompt My Game
Prompt My Game

Play a browser game, describe changes to your AI agent, remix and play.

Rinesh Thomas
0 0
Meridian Bank — a WebMCP banking demo
Meridian Bank — a WebMCP banking demo

Banking where the AI does the homework and you keep the pen: an agent compares, checks eligibility, and applies inside your session, on your page but only a human can hit submit

Aniket Kumar
0 0
ShipReel
ShipReel

Your AI agent edits video inside the browser tab. Say "cut this to 60 seconds" and it does — trimming dead air, syncing footage to what you actually said. Nothing ever uploads.

Ayush Jangid
1 0
PaperBridge
PaperBridge

Turn confusing government forms into a guided conversation — the agent fills fields, a human approves before submission.

Ranjan Gogoi
1 0
LogoPacker Canvas - Assisted Canvas with Local Workspace
LogoPacker Canvas - Assisted Canvas with Local Workspace

A local-first design canvas where agents handle the repetitive work, so designers can focus on what they love.

CJ Voon
0 0
Pocket Feed
Pocket Feed

A social feed reader built on the AT Protocol.

geeky Chakri
0 0
FigureFoundry
FigureFoundry

Publication-ready figures, graphs, and charts in less than a minute. Powered by Webmcp for safe and efficient collaboration with AI-agents.

AMA IAA
0 0
ProdPermit
ProdPermit

Agents investigate incidents through WebMCP where humans approve the exact recovery before execution

Ankan Misra
1 0
Buy Canadian from the Shopify Global Catalog
Buy Canadian from the Shopify Global Catalog

More than ever, Canadians want to buy great Canadian-made things from their fellow Canadians. Browse and Search Shopify's Global Catalog to find your next great Canadian purchase.

Sue Steckle
1 0
Scopebox
Scopebox

Turn human intent into the live capability boundary for web agents. Scopebox lets agents act only inside explicitly framed fields and request the smallest scope expansion when needed.

Yasuo984 Suzuki
0 0

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