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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.
Forge Ai
Forge Ai

A workspace built for two users: humans and AI agents. Humans set intent; agents use WebMCP to plan, create, modify, and organize real workspace data under human control.

Mohd Owais
0 0
Dhwani - a support desk whose forms are the tools
Dhwani - a support desk whose forms are the tools

A support desk built on WebMCP's declarative API - three of eight tools are plain HTML forms with no JavaScript, and one HTML attribute decides who submits.

Chetan Gupta
0 0
Compute
Compute

A research web app where the agents pull information from the code rather then using it like a human

CameronJFowler Fowler
0 0
Paqly
Paqly

Plan, preview, and pack with AI. Just tell ChatGPT what you're bringing, and through WebMCP it automatically generates a physically optimized 3D packing plan broken down by layers and order to pack.

Jerin Methikunchanan
0 0
ToolMint
ToolMint

ToolMint lets non-technical site owners make their website agent-ready, by showing it how to do a job one time.

Jagdeesh K
0 0
Government Knowledge for Your AI
Government Knowledge for Your AI

Your AI uses WebMCP to access government knowledge, while you can inspect the sources, provenance and limits behind every result.

1 0
SQL Caterpillar
SQL Caterpillar

A SQL notebook with a live schema canvas, now agent-native: browser agents draft queries as editable cells via 22 WebMCP tools. Opt-in, read-only, fully audited.

Lars Gregori
0 0
Almari - a pinboard that flags which words are data
Almari - a pinboard that flags which words are data

A pinboard where every stranger-written caption is fenced and flagged untrusted before the agent reads it - proven against a live seeded prompt injection.

Chetan Gupta
0 0
Bridge Studio
Bridge Studio

A visible browser workspace that turns web workflows into typed, human-approved tools.

Founder Curator Research Private Limited
0 0
FitzYo
FitzYo

FitzYo - Deeply personalized shopping. Zero-knowledge retail Fully Automated shopping experience through the power of WebMCP, personalized with zero data stored.

sunprema Nambuvel
0 0
Tradeoff Cafe Simulator
Tradeoff Cafe Simulator

Build a better café through simulation: set the goals, let WebMCP agents test operating choices, then decide which trade-offs are worth making.

PhoebePang99 Pang
0 0
Music Synth Creator
Music Synth Creator

Iteratively create music synths with AI. The agent constructs a synth in the app - you listen and give it feedback to iterate on. Since all state is in the browser, WebMCP is the perfect solution.

Julian Ferry
1 1
PixelForge
PixelForge

An agent-native pixel art studio where humans and AI agents operate the same editor through WebMCP — 19 tools, one shared canvas, every action visible and undoable.

Muhammad Meidy Noor Al-Barry
1 0
Chinese Chess WebMCP: How to Win Grandpa’s Respect
Chinese Chess WebMCP: How to Win Grandpa’s Respect

Turn a chess game photo into an exact board, 20-move analysis, and your best shot at finally earning Grandpa’s respect. all in browser.

Ji Zhang
0 0
OpenAgora
OpenAgora

"Humans and agents co-writing the future of the web, one proposal at a time."

Shivangi Bhargava
0 0
Team Rocket Command Center
Team Rocket Command Center

6 agent drivable builds, one Team Rocket.

philmirez Ramirez roboray01 Mimi
0 0
PantryPilot — Your Kitchen, Co-Piloted
PantryPilot — Your Kitchen, Co-Piloted

An agent-native kitchen app: 8 WebMCP tools registered on document.modelContext let your AI agent plan meals around expiry dates and kill food waste — with the human in the loop.

Qi Liu
0 0
Companion
Companion

Turn human observations into confirmed, traceable memory that AI agents can query through WebMCP—preserving evidence, distinguishing hypotheses, and leaving missing information unknown.

Andrey Blanco
0 0
Zatom
Zatom

AI-native chemical modeling applications (WebMCP native)

Austin Zhou Phelan Fulin
1 0
DataBridge Agent
DataBridge Agent

AI-powered business data agent using WebMCP to inspect datasets, find issues, compare records, detect anomalies, create action plans, and safely export cleaned data with human approval.

Tray Young
0 0
Pixael
Pixael

A pixel-art sprite studio where humans and AI share one canvas.

Hussein Mayladan
4 0
Naviquest
Naviquest

Naviquest is SDK for creating research friendly websites. It can be customized for better results, and it creates a smart research layer within the browser for agents for efficient web research.

Guy Bary
0 0
WellSet
WellSet

Local judgment. Global repair. A scientist blocks two positions on a 96-well lab plate. Using WebMCP, WellSet moves 24 experiments, preserves locked controls, and reduces two violations to zero.

Ajinkya Kinhikar
1 0
Stranger In The Middle
Stranger In The Middle

WebMCP-powered AI that coordinates group cinema seat booking. Friends vote on seat blocks, the AI handles the coordination, and you book together as a group that way no stranger sits between you.

Imane El Ayadi L3viath4n-365 Fadil Amad K M Davemafy Imafidon
2 0

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