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The WebMCP Challenge

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  • Overview
  • My projects
  • Participants (7057)
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Connect with the participants – support your favorite projects by liking, sharing, and commenting on them.
Perpetual Video
Perpetual Video

A video editing sandbox built equally for humans and AI.

Adithya S K Pratyay Suvarnapathaki
0 0
PrzedWysylka | WebMCP Lab
PrzedWysylka | WebMCP Lab

A browser-local FA(3) workbench where an agent can prove a repair while approval remains a visible UI decision.

Grzegorz Nowosielski
0 0
GridBrief TR
GridBrief TR

An agent-ready bilingual workspace that turns public EPİAŞ Transparency Platform 2.0 data into explainable market, portfolio, and planning decisions through native WebMCP tools.

Hakan Ergün
0 0
Vouchsafe
Vouchsafe

Three agencies hold one household's record and may not pool it. Vouchsafe screens that household for six benefit programs anyway by putting yes-or-no questions to four origins and receiving no records

Ismum Al-Araf
0 0
ANAI The Operating Layer for WebMCP
ANAI The Operating Layer for WebMCP

ANAI is an AI agent that discovers and executes real WebMCP tools to automate infrastructure safely, stopping at consequential actions until a human approves.

Ankith M
1 0
Stock PIlot
Stock PIlot

StockPilot , Your AI co-pilot for smarter investing.

Neev Rathod Hitansh Thakkar Madhav Pawankumar Soni
0 0
Meshful
Meshful

Learn anything and make it stick. Your AI agent prepares the material and grades answers in your own words, while Meshful schedules each concept for the right time.

Brandon Kluzek
0 0
Formless
Formless

Formless - product that adapts to us, not the other way around. We're starting with healthcare, where that gap is most dangerous.

Giles P
0 0
Blast Radius
Blast Radius

See the full blast radius — and let your AI agent see it with you, live.

Kushal Handigund
0 0
DemoMotion × WebMCP — Collaborative Demo Studio
DemoMotion × WebMCP — Collaborative Demo Studio

A human and an AI agent build, refine, and export a narrated product demo together—the agent drives DemoMotion through structured WebMCP tools while you keep control of the same workspace.

Daishi Miyamoto
1 0
Vistect: Independent Visual Authorship
Vistect: Independent Visual Authorship

Vistect helps blind people understand and create visual documents with images, charts, and diagrams through structured, verifiable collaboration with their AI agent using WebMCP

Atiqur Safayat Arif Hosen
0 0
Spot
Spot

Your workout, spotted by an agent that can't drop the bar.

Muyiwa Olaniyan
0 0
HealthBook
HealthBook

Healthbook: Your private health companion - meds, labs, and care connected in one vault.

Sujal M H Pratham
0 0
Agentic Self-Service: Website Compliance and Discoverability
Agentic Self-Service: Website Compliance and Discoverability

A WebMCP page where a person and an in-browser agent share a website audit, then check that the fix landed.

Brett Davies
1 0
Mise
Mise

Learn cooking one dish and one technique at a time. Your assistant adapts the real recipe; you control saved preferences and completed practice.

bob van den heuvel
0 0
pact
pact

Gives agents only the exact authority needed for one approved transaction, with stale-state protection, verification, auditability, and receipts.

Sree77 Latha27
0 0
Data Airlock
Data Airlock

Clean sensitive datasets with AI agents—without uploading raw data. WebMCP enables local analysis, human-approved cleaning, capability-gap detection, and safe tool evolution.

Óscar Juan Parker
0 0
Estro
Estro

A photo editor for people who don't know what 'tint' or 'saturation' is. An agent does the edit, names the word, explains it in a sentence. Learn by watching, or just keep asking.

Aarya Subhash Patil Arpit Mishra
2 0
Pending: Human
Pending: Human

A deterministic crisis simulator where AI investigates through WebMCP, compares interventions, and proposes plans—while humans retain final authority.

Juy Eam
0 0
Agenomics Agent Spend Console
Agenomics Agent Spend Console

Agenomics uses WebMCP to let AI agents inspect bounded spending authority, evaluate untrusted requests, and stage proposals, while approval remains visible and exclusively human.

Alejandro Castellanos
0 0
Thinking Darkroom
Thinking Darkroom

A photographer-first photo workspace where a WebMCP AI agent can inspect, analyze, propose — and the photographer alone decides. Built using Laravel 13 + Inertia v2 + React 18.

Andy Wong
0 0
Guild
Guild

The multiplayer visual workspace where humans and local AI teammates plan, design, and build software together on one shared canvas.

Avichal Dwivedi AMRIT LAHARI Ayush Upadhyay
0 0
PromptDecor
PromptDecor

PromptDecor lets you design rooms with AI: describe your vision, see catalog furniture appear in 3D, move it yourself, and get instant advice on layout, light, and flow.

NAFIZ SHAHRIAR SAMI MD. IBSAN HOSSAIN ANSARI Jawadul Arham
3 0
Firebro
Firebro

A WebMCP incident console where agents investigate production failures and humans stay in control of remediation.

Varad Patkar
0 0

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