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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.
ArchFlow
ArchFlow

ArchFlow - architecture diagrams humans and agents build together, on the same live canvas.

Udit Jain
0 0
airlock relay
airlock relay

Airlock lets one Claude Code session use Anthropic, OpenAI, etc side by side. Airlock Relay is the control room on top of it, where a browser agent rescue a stuck session together through WebMCP.

Harsh Kamdar
0 0
Asia Trend Radar — Read-Only WebMCP Tools
Asia Trend Radar — Read-Only WebMCP Tools

Six safe WebMCP tools that turn live Asian trend signals into evidence-backed answers.

Tsung-Yi Chen
0 0
IdentityMap Witness
IdentityMap Witness

Catch identity-mapping mistakes before they go live. A WebMCP agent proves every broken rule with the fewest test users, then rechecks every edit while a human keeps control.

Jinxi Li Caleb0796 wei
0 0
Miaunolog
Miaunolog

A shared cat-behavior workspace where people and browser agents use the same profile, decoder, and journal through WebMCP

Domnita Tudor
0 0
SpeakAhead - Context Aware Alternative Communication system
SpeakAhead - Context Aware Alternative Communication system

An on-device neural Augmentative and Alternative Communication system giving non-speaking users a fast, real-time voice through switch scanning, WebRTC, and WebMCP browser agents.

Daniel Navarrete
0 0
Schedule-Rank-WebMCP-Adapter
Schedule-Rank-WebMCP-Adapter

A reusable WebMCP adapter that normalizes contractor availability and ranks it by scheduling-evidence reliability.

Thomas J. Clarke
0 0
Taxis
Taxis

Design physical spaces with your AI agent on a shared canvas.

Kosaiyno Basil
0 0
Enactive Brand Portal
Enactive Brand Portal

Brand Portals explain brands to humans working in marketing, who then prompt their AI systems. In this project we expose the brand rules directly via WebMCP to agents as tools they can directly call.

Sven Spöde
0 0
PART / NER
PART / NER

Shop for PC parts with an AI assistant that shares your live build, understands your goals, explains compatibility and trade-offs, and keeps you in control of every choice.

Hiroki Matsue
0 0
The Line List
The Line List

An agent-native manufacturing copilot that turns a product idea into a manufacturer-ready plan, finds the right partners, and prepares outreach through WebMCP.

Nikolas Manuel
0 0
CodeATlas
CodeATlas

A live dependency graph you and your AI agent both see and both act on

zuhaib shaikh
0 0
YOZZ: Zero-knowledge webmail
YOZZ: Zero-knowledge webmail

🗿 Browser decrypt; server no key. WebMCP only way for 🤖. Server MCP cannot 🙅‍♀️.

Jason Yu
1 0
MapBrief
MapBrief

MapBrief turns geospatial data into web dashboards. It allows users to query the data in natural language using ChatGPT and WebMCP, enabling faster decisions without complex dashboards.

Christine Abarca
0 0
The Wild Marketplace
The Wild Marketplace

The Wild is a hyper-local, family-minded marketplace prototype where humans and their agents can both list, discover, bid, negotiate, and complete local transactions using WebMCP and UCP.

manknewl Ce
0 0
PantryPilot
PantryPilot

PantryPilot turns simple meal goals into an optimized grocery order. Plan meals, compare prices, respect allergies, and approve every purchase with a human-in-the-loop WebMCP agent.

Amimul Ahsan
0 0
Chisel
Chisel

Give an AI agent a real CAD kernel — solid modelling in the browser over WebMCP.

Helen Kwok
0 0
SuggestAPI
SuggestAPI

SuggestAPI helps people find what matters faster. We’ve added MCP and WebMCP to our Search and Discovery Layer, so AI assistants can use our search engine in their workflows, or while helping visitors

Chris Boothe
0 0
CareerCompassAI
CareerCompassAI

CareerCompass AI uses WebMCP to let AI agents safely connect degree progress, courses, skills, scholarships and internships—while keeping every important student decision under human control.

Kalai Ponnuswamy Harshit Ram Naren Nimmagadda Yashwant Chowdary
0 0
Out of Service
Out of Service

Two people, two agents, one page. The companion's agent cannot accept the reroute. Step-free NYC.

1 0
PartnerBird
PartnerBird

PartnerBird turns partnership pages and workflow into an agent-native experience, letting people and AI agents discover, evaluate, propose, negotiate, and manage collaborations together via WebMCP.

Darren Partrner
1 0
Orchestra
Orchestra

Deterministic, Client-Side Runtime Marketplace for Credit-Metered AI Agent Utilities

Anson Joseph
0 0
BidLens
BidLens

BidLens helps suppliers find, assess, compare, and prepare the right procurement opportunities through WebMCP-powered workflows with humans in control.

Lincoln Rwodzi
0 0
Champagne - Agentic Music Mastering
Champagne - Agentic Music Mastering

Champagne is a mastering studio for AI music artists that uses a single prompt to apply advanced tonal processing to audio, making songs radio-ready in less than a minute.

Logan Voss
1 1

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