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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.
Spotigo : Spot it , report it , fix it!
Spotigo : Spot it , report it , fix it!

Spotigo lets you describe a civic problem out loud — a pothole, a downed power line — and an agent turns that into a filed report, but it can never hit submit without your explicit yes.

Aman Kumar
0 0
Collaborative Whiteboard
Collaborative Whiteboard

Collaborative Whiteboard lets you and an AI work on the same canvas. Draw, point, edit the AI's work, and let it continue from your changes.

willy Willy Ebert
0 0
Carpo
Carpo

Carpo turns your videos into shareable clips. Let AI help you find the moments and make the cuts!

Nick DeJesus
0 0
OVERTURN
OVERTURN

Health insurers deny 1 in 5 claims and almost no one fights back. Overturn pairs you with an agent that builds the appeal through WebMCP tools — and waits for your OK to file.

Gary bhandarkar
1 0
Verb - Sight off. Voice on
Verb - Sight off. Voice on

Chat by intent, not by sight

Hung Truong Tony Nguyen Tony Nguyen
2 0
AIMural
AIMural

A self-hosted visual board where people and browser agents build ideas together through 24 WebMCP tools. No accounts, no cloud lock-in: every mural has a URL you can reopen and resume anytime.

Martín Mellado Guerrero
0 0
AgenticRoom
AgenticRoom

Your room. Your agent. One shared canvas.

Setyo Nugroho
0 0
TinyPilot WebMCP
TinyPilot WebMCP

An AI agent controls a remote physical computer through TinyPilot, without installing agent software on the controlled machine.

Conrad Brown
1 0
PrismLaunch - Launch Video Creator
PrismLaunch - Launch Video Creator

Your AI agent creates your product's promo video. You direct it on a shared timeline, review each stage, and decide what ships.

Khalid Sayfullah
0 0
AgentWire
AgentWire

Dependency watch for production agents. Daily diffs of 48 MCP servers and the OpenAI, Anthropic and Gemini APIs, exposed as WebMCP tools so your browser agent and you work the same page.

Zaeem Khan
0 0
LASSO — Draw What Your Agent Can Touch
LASSO — Draw What Your Agent Can Touch

An AI-assisted dispatch console where a human draws what an agent may understand and change. WebMCP turns that visual scope into a live, typed capability contract.

Sami Sytelä
0 0
Relay Room
Relay Room

A cooperative escape-room game where a human and an AI agent use WebMCP tools to investigate a mysterious facility, solve its puzzles, and unlock the exit.

firtman Firtman
0 0
kontier-ri
kontier-ri

Ask ChatGPT why churn spiked. It reads the page's WebMCP tools, finds the cause, and proposes edits. A different human approves them. Attributed to the agent, undoable in one keystroke.

The Emperor T Z
1 0
Night Sky Atlas
Night Sky Atlas

A shared, visible observing route for people and their AI agents.

Jesse Weigel
0 0
Aria
Aria

Aria is an AI platform that turns natural language into research, code, analysis, and real-world actions across complex workflows.

Xindi Wang
0 0
ShopLens
ShopLens

A web app that exposes 10 structured tools via the WebMCP standard. When an AI agent (ChatGPT) visits the site in its built-in browser, it discovers these tools and can autonomously use them.

james femi
0 0
Jumping Beans
Jumping Beans

The future of web interaction is two-sided, driving user intent upstream and letting merchants set the path. We let users see the offers they want, how they want, when they want it-powered by WebMCP.

Stephen Kall
0 0
GraphWeave
GraphWeave

GraphWeave: The agentic architecture canvas for W3C WebMCP. AI co-pilots autonomously design, stress-test with chaos engineering, and self-heal cloud topologies in real time.

Sujeendran Menon
0 0
Shared Room MCP
Shared Room MCP

AI prepares shared-room workflows through WebMCP; humans approve every commitment.

jiarong sun
0 0
StudyFlow
StudyFlow

StudyFlow - An adaptive study planner that helps students build realistic schedules, explore better study plans, and adapt when their workload changes.

Sopheakvethya Syna Ros MengHeang
0 0
Agent SEO Studio
Agent SEO Studio

Point your AI agent at any site: it audits AI-search readiness, ranks you against competitors, and writes the fixes - 13 WebMCP tools it calls by name while you watch and steer.

Anmol Nagpal
0 0
Frontmend
Frontmend

Audit the site. Give your coding agent evidence it can act on.

CK-XYZ Knight
1 0
Your AI Can Now Choose Your Health Tests: medtests webmcp
Your AI Can Now Choose Your Health Tests: medtests webmcp

Your AI can now discover the right health screening, ask the right questions, and guide you through it — using WebMCP.

Dr. Dominik Dotzauer
0 0
AIC — risk, permissions and discovery for WebMCP apps
AIC — risk, permissions and discovery for WebMCP apps

We scanned every public WebMCP app. 75 tools, 49 of them mutating, zero able to tell an agent which ones are dangerous. Here is the missing layer.

VPAI-Grok Patel
0 0

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