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The WebMCP Challenge

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  • Overview
  • My projects
  • Participants (7048)
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Connect with the participants – support your favorite projects by liking, sharing, and commenting on them.
Bookhand
Bookhand

Without WebMCP, Bookhand is an EPUB reader. With WebMCP, agents turn books into living study environments: finding context and building cited explanations, lessons and even fixing broken formatting.

Jose Arroyo
2 1
TRACEAI — AI Handwriting Coach powered by WebMCP
TRACEAI — AI Handwriting Coach powered by WebMCP

An autonomous AI coach helping children master handwriting through real-time stroke analysis and adaptive WebMCP tools.

mustapha Chaibi
0 0
Credsutra
Credsutra

CredSutra brings credit-card intelligence to AI with WebMCP—review, compare, discover news, calculate rewards & lounge benefits, and get personalized card recommendations based on your spending.

Ravi Rai
0 0
Comake
Comake

Comake — one place for humans and agents to create and present together.

Jerry Ho
1 0
Proust's Reader
Proust's Reader

Untangle the sentence, preserve the prose.

Yutong Li
0 0
Scrapi
Scrapi

WebMCP tools that expose Scrapi's scraping pipeline to any agent, plus an in-app agent that uses them and gets smarter per domain with usage

Sonu Dutta
0 0
BeatScope Director
BeatScope Director

An in-browser WebMCP music workspace where AI agents can inspect timing, find visual moments, compare sections, and control playback using BeatScope’s deterministic local audio analysis.

logan logan
1 0
ExactDelta
ExactDelta

A pre-release effect gate that proves a WebMCP write changed exactly what the human authorized—and nothing else.

Takahiro Tsuchiya
0 0
Agent Zen Garden
Agent Zen Garden

Agent Zen Garden is a WebMCP playground where AI agents design websites through real browser tools. An agent chooses a layout, writes the CSS, and publishes a live design humans can review and refine.

Mister Pancakes
0 0
Resolvia
Resolvia

Resolvia turns complex disputes into evidence-backed resolutions, using AI agents and WebMCP to investigate claims, gather evidence, and execute transparent actions.

0 0
Decision Passport
Decision Passport

Keep the reason. Change the store.

k kandal
0 0
Tendero — WebMCP for a Colombian corner store
Tendero — WebMCP for a Colombian corner store

WebMCP commerce tools assume a US checkout. Tendero hands an AI agent the eleven tools a Colombian sale needs — DIAN, VAT-by-destination, freight, Wompi — and closes only after a human's click.

Jose Nobile
0 0
VERROCCHIO
VERROCCHIO

A WebMCP workshop that preserves missing proof, the next action, and human checkpoints for interrupted solo builders.

宏展 行松
0 0
AffiliateTresur
AffiliateTresur

AffiliateTresur reimagines e-commerce affiliate platforms by exposing its product catalog, filtering system, and discount engine directly to browser-based AI agents.

Ignacia Heyer
0 0
HumanKey
HumanKey

A WebMCP control plane where human approval dynamically unlocks consequential agent capabilities with verifiable evidence and receipts.

Code Gym
0 0
CorrelAct
CorrelAct

CorrelAct is human-governed operational AI that investigates across systems, proposes actions, and executes only what a human explicitly approves.

Kitui Kitui
0 0
ClaimReady
ClaimReady

Browser-native WebMCP agent for First Notice of Loss (FNOL): tells drivers what their car insurance covers while reporting a crash.

Efthimios Fousekis
0 0
Semaphore
Semaphore

A cooperative escape room where a human and an AI agent perceive two different rooms, and provably can't escape alone.

Ahmed Saad Ghassen Naouar
0 0
EmailBooster
EmailBooster

A mail client with no AI inside. It teaches your agent, via WebMCP, to reply to your mail in your own voice, saving you everyday time and effort

Valentín Morali
0 0
Runcard
Runcard

A GitHub for molecular-dynamics runs: every number traces to a file, and your agent gets seventeen calibrated scientific operations through WebMCP. The agent reasons, Runcard checks, a person approves

Kevin Zhou
0 0
Weave
Weave

Tell your browser agent a goal and it builds a living plan with you, card by card.

Dipankar Sarkar
1 0
Zenith Studio
Zenith Studio

Build game assets with an AI collaborator, not an image vending machine. Zenith Studio puts human controls and agent tools on one live canvas with one undo stack.

Vansh Gaur
2 0
PaperTrail
PaperTrail

A research review canvas where researchers and browser agents search, read, synthesize, and audit evidence together through WebMCP.

Sarath Shekkizhar
1 0
Looop
Looop

Looop brings teams together to plan, collaborate and resolve issues in one place, with WebMCP-enabled AI agents that can manage events for you.

Gd Gd
0 0

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