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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.
memory-canvas
memory-canvas

A bilingual family memory canvas where people and AI reconstruct history from stories, photos, and documents—keeping sources, uncertainty, and contradictions visible

Ngọc Quý Trần
0 0
Decision Desk
Decision Desk

Ever get stuck overthinking a decision? DecisionDesk is a shared thinking space for you and your AI agent to organize your options, weigh the tradeoffs, and figure out what really matters to you.

Suraj Swamy
0 0
Qianshou
Qianshou

Qianshou turns everyday travel requests into clear journeys that people can review while AI agents plan routes, describe locations, and switch alternatives through WebMCP.

Cradle Chiu
0 0
3DStreet: Agent-Built Urban Planning Visuals via WebMCP
3DStreet: Agent-Built Urban Planning Visuals via WebMCP

Describe an urban street project and watch an AI agent build it in 3D: real locations, elevation, Google 3D Tiles maps via 20+ WebMCP tools in the 3DStreet urban design editor.

Kieran Farr
0 0
Headroom - Transfer Window
Headroom - Transfer Window

An AI agent runs your premier league football transfer window and the page refuses every deal that breaks the rules.

Junki Lee
0 0
CivicFlow: A WebMCP Public Benefit Portal
CivicFlow: A WebMCP Public Benefit Portal

CivicFlow helps people complete complex public-benefit applications with a voice companion, while WebMCP lets browser agents assist safely through structured tools.

Subhav Mathur
0 0
Substrate
Substrate

A radiology viewer built so an AI agent can do everything except read the scan.

Tyler Gibbs
1 0
INTENT//FOR SALE
INTENT//FOR SALE

A fictional WebMCP marketplace that exposes paid influence in agent recommendations, then lets the person remove it and compare the clean-room result.

Chad Bogart
0 0
Co-Presence
Co-Presence

We build agents we talk at, not ones we work next to. Co-Presence is a shared board where humans and outside agents edit at once, and the tools that matter are the ones that say no.

Juny K
0 0
Can I Get In?
Can I Get In?

Community-powered accessibility data that AI agents can search, compare, and help keep current—so people can know whether they can get in before they go.

Kyler Schroeder
0 0
Handback - Universal Agent Handoff
Handback - Universal Agent Handoff

One encrypted link that moves an AI session to a different agent. The one you're already talking to packages the work; the next one picks it up. No account, nothing to install.

Braeden Bihag
1 0
Poll
Poll

Poll is a shared survey studio where people and AI agents build, launch, and analyze studies together through WebMCP.

Chirag Vijay Prithraj Punia
2 0
eventOS over WebMCP
eventOS over WebMCP

eventOS puts 6 live WebMCP tools on document.modelContext — backed by 5 AI agents — so any AI assistant can run your event operation directly from the browser.

thebobby0x studio0x
1 0
GroundTrace WebMCP
GroundTrace WebMCP

Warranted operational memory for browser agents: WebMCP lets agents retrieve precedent, while GroundTrace decides whether it is safe to rely on.

adamblackoak Searle
0 0
CommandDeck
CommandDeck

AI builds the right retail workspace for each task, while staff review, edit, and approve every change through WebMCP.

K Nakamura
0 0
Mol* WebMCP: Agent-Native Structural Biology
Mol* WebMCP: Agent-Native Structural Biology

WebMCP turns Mol* into a shared scientific workspace where researchers and AI agents identify structures, analyze binding sites, measure interactions, and build verifiable molecular views together.

Rohan Patra Aditya Patra
1 0
CacheLens WebMCP
CacheLens WebMCP

CacheLens uses WebMCP to let ChatGPT inspect LLM traces, find prompt-cache waste, explain why it happens, and simulate fixes that cut API cost.

Amit Brahmbhatt
0 0
Faultline
Faultline

Faultline is an AI educational app that teaches system design using WebMCP to make agents act like your favorite coworker who can see your work, see the results, and give you help without taking over.

Aidan Costello
0 0
Galleon
Galleon

Galleon lets Codex pay publishers for original content, delivering valuable answers while funding writers to produce more knowledge.

pdonohoe02 Donohoe Espeer5 Speer
0 0
Never Ask Twice
Never Ask Twice

The support site already knows. WebMCP lets your browser agent use that authorized context instead of asking you to repeat it.

Qwynn Marcelle
0 0
CargoPilot
CargoPilot

Share a current Cargo page with your agent through WebMCP, with visible freshness and human-controlled editing boundaries.

Andrew Ihekoronye
0 0
Parcel
Parcel

Insight from Customer Feedback

Tri Labs
1 0
Handoff , an Agent Native Media Editor
Handoff , an Agent Native Media Editor

A photo editor where every action is a real WebMCP tool so that an AI agent can crop, resize, and edit your images directly without any clicks.

Sreenath Kalahasti
1 0
RoomCraft
RoomCraft

Website that helps humans and agents work together to design living spaces

Rohan Kakar Sukrit Saha Sahil
0 0

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