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The WebMCP Challenge

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  • Overview
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Connect with the participants – support your favorite projects by liking, sharing, and commenting on them.
What Can I Click?
What Can I Click?

What Can I Click gives teams a way to validate ClickHouse architecture choices before they build by visualizing how data, schemas, and query paths behave, so you can pick what’s correct.

Paul Callack
0 1
Floorplay
Floorplay

A floor plan you and your agent edit together, in 2D and 3D, doorways included.

Alijon Karimberdiev
0 0
Flock docs
Flock docs

Agent-native spreadsheet and document writing

Jonathan Kim
1 0
Counterask
Counterask

A storefront whose WebMCP tools hand the agent a question instead of a guess — and that reads a whole sentence: budget, refusals and all.

WENJIE LUO Zixuan Cui
0 0
RoboBuddy IDE
RoboBuddy IDE

RoboBuddy IDE lets AI agents safely control and inspect a modeled robotic simulation (MicroDuck et al.) through browser-native WebMCP—making robotics learning visible and interactive.

Emil Jivishov
0 1
Inference Chip Index
Inference Chip Index

A source-linked MLPerf leaderboard that lets people and AI agents compare inference hardware safely in the same visible workspace.

reprocraftlatam Balderas Herrera
0 0
Captain Claw
Captain Claw

A gaming platform where an AI agent can turn "what should we play?" into a real multiplayer session.

Varad Patkar
0 0
CriShirt
CriShirt

Wear your imagination. Your style. Your story. Crishirts.Your ideas. Our AI. Infinite styles.

Tanush Shah Bhargav Malluvajhula
0 0
Adaptive Web Experience
Adaptive Web Experience

Instead of weeding through massive plant catalogs, just describe what your landscape goals are and have agent set all the ideal properties for what you should consider. Then the user can just browse.

Grey Hamilton
0 0
Buddy — Your WebMCP Browser Agent
Buddy — Your WebMCP Browser Agent

A friendly browser agent that turns WebMCP-enabled websites into voice- and chat-controlled experiences.

Eltayeb Mohammed
0 0
Entorno Camaleón
Entorno Camaleón

Camaleón is a WebMCP-powered neuroinclusive learning experience that adapts educational interfaces to the way each student learns. The learning goal stays the same, the experience finally adapts.

Mauro Velasco
0 0
As I Am
As I Am

The web adapts. You don’t have to. With WebMCP, your agent and participating websites plan an evening around your access needs.

ThomasWerner Werner
0 0
DUET
DUET

An editable canvas where artists and AI illustrate and animate together. Through WebMCP, agents transform selected regions into editable layers; or motion ideas into shapes, keyframes, and cels.

Alina Zhu
0 0
Attic
Attic

Attic is AI web-app that brings a family closer: the place your house keeps its memories, so everyone, and the AI agents they bring, can read and add to them.

Yazan-O Sadoun
0 0
ClaimDesk | Agent-Native Lost Property Recovery
ClaimDesk | Agent-Native Lost Property Recovery

ClaimDesk turns airline lost-and-found into an agent-led investigation, using WebMCP to search, match, and verify lost property while keeping humans in control of recovery.

Keval Dhanani
0 0
InkWitness : a shared agent-human workspace
InkWitness : a shared agent-human workspace

A human-sealed WebMCP reading desk that lets agents investigate uncertain handwriting without silently overwriting human evidence basically a shared desk where humans and agents work together

Yuvraj Srivastava
0 0
OpenAssist Daily Workspace
OpenAssist Daily Workspace

One visible workspace where people and agents safely organize daily work together through WebMCP.

Manik Vahsith
0 0
MatrixOps
MatrixOps

An agent decision engine that helps users quickly find the best options for food, groceries, and services with simple natural language.

WaiYang Hee
1 0
canter.dev
canter.dev

Canter is a hosting control plane built for AI agents to operate and humans to govern.

9090 ahmed
0 0
Circuit Sim
Circuit Sim

One circuit, two native interfaces: people edit visually while agents inspect, author, highlight, and simulate the exact same design through WebMCP.

Reynear Douglas
0 0
Storyforge
Storyforge

Have you ever wanted to play a collaborative video game but your friends aren't available? Meet Storyforge — a fantasy rpg game where humans and AI agent (using WebMCP) collaborate on fantasy quests.

Aryan Bansal
0 0
Corsen Context
Corsen Context

One owner-controlled WebMCP contract for the existing web: four read-only tools, governed extensions, deployed live across eleven stacks.

Mordehai Attia Yoram Halberstam
0 0
Mathburst
Mathburst

Mathburst is a shared live math canvas. A student and an AI tutor edit the same objects through 48 native WebMCP tools; every edit is attributed, and one shared undo history reverses both.

Jerry Li
1 0
Fantasy Premier League (FPL) WebMCP
Fantasy Premier League (FPL) WebMCP

Build, compare, and refine hypothetical FPL transfer plans with an AI agent on the same live squad workspace, without changing your real team and full access to all FPL data

OJ Onyeagwu
0 0

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