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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.
DiscoveryHub
DiscoveryHub

DiscoveryHub turns “where do I start with open source?” into action, matching your skills to active projects, finding available issues, and tracking contributions through tools a human would use.

Subharthi Bhunia Aditi Somya anshu a
2 0
One Pixel
One Pixel

A multiplayer creative game where humans and AI agents build a shared pixel world together. WebMCP gives agents the senses and tools to explore, collaborate, and move one pixel at a time.

Press Rogers
0 0
AI-slop-check
AI-slop-check

Catching AI slop requires zero AI. Twelve rules, runs in your browser, and your agent can swipe through the findings with you

Divyanshu Kumar
0 0
WEBMCPforge
WEBMCPforge

Turn any website or API into a secure, injection-proof WebMCP toolset for AI agents.

Fawaz Ahamed Sudarsan Ravichandaran Vishvadharman Saminathan
0 0
StreamBot | Agent Edition
StreamBot | Agent Edition

A streamer dashboard with a built-in AI teammate: it proposes themed setups, teaches the UI with guided tours, and edits vertical clips you approve everything

Kenji Pinnock
0 0
Overhead
Overhead

A web-native canvas powered by WebMCP that turns any agent into a cloud architect. Design alongside it live while it calculates real-time infrastructure costs.

John Jomel Pangilinan
0 0
Concierge
Concierge

Your AI travel concierge that plans, compares, and books your entire trip across the web through WebMCP, with you staying in control.

Godswill Umukoro
0 0
ListingPilot
ListingPilot

A WebMCP commerce agent that finds weak product listings, verifies the facts, prepares safer improvements, and leaves approval to the merchant.

Halima DAACHI
1 0
Escape Rooms: 403
Escape Rooms: 403

A co-op browser game that tests whether a browser agent can use WebMCP tools safely. You solve visual puzzles and your agent selects which tools to trust. Game gets over if it executes 3 wrong tools.

Rakesh E Manjunathan R Suchitra Ramesh
2 0
Auralis WebMCP
Auralis WebMCP

A WebMCP-powered human-agent listening experience that illustrates how hearing loss and competing sounds can make family conversations harder to follow—while keeping the person in control.

Ondrej Fiala
0 0
LoadGuard 3D
LoadGuard 3D

Agent-native 3D truck load planning where WebMCP agents can inspect, plan, validate, and stage proposals while humans retain control over operational execution.

Kaushik Yellanki
0 0
Fabric
Fabric

Fabric turns your devices into one living runtime where AI agents build, run, and hot-swap WebMCP tools using available files, cameras, compute, and human input as capabilities change in real time.

Divyansh Agrawal
0 0
Avenlo
Avenlo

Turn Insight into Action

Dimas Dani Zaini
0 0
Full Loop
Full Loop

Can an agent finish what it started? A WebMCP lifecycle audit that people and their agents fix together.

sanguineseal Huber
0 0
Swagger UI WebMCP
Swagger UI WebMCP

If you can Try it out, your agent can too — a Swagger UI plugin that turns any OpenAPI docs page into a live agent interface, using the environment and login you already have open.

Allison Coleman
0 0
ImageLens
ImageLens

ImageLens — Agent-Native Image Forensics An image forensics engine that gives AI agents structured evidence to investigate and explain through WebMCP.

Clément Jonghmans
1 0
Groundplan
Groundplan

Humans draw. Agents measure. A floor plan studio that hands its geometry engine to agents as WebMCP tools, so an agent can send a wheelchair down your hall and show you where it stops.

Deyan Georgiev
1 0
Talli
Talli

A conversational credit ledger that helps small businesses and their AI agents manage customer debt together, without taking financial control away from the human.

Estar Kunmi
1 0
FinalPick
FinalPick

FinalPick turns human choices between AI generated text and image option into reusable decision memory, while 6 WebMCP tools help agents prepare reviews without taking final authority away from people

JunHee Park
0 0
Justice Portal
Justice Portal

The law, in words you actually use.

Noah-Ian Noah
0 0
Outcome Network
Outcome Network

WebMCP turns business websites into capabilities agents can safely compose. Outcome Network coordinates providers, checks constraints, requires human approval, and uses reversible holds.

VRforty6 Ramana Rao
0 0
PRSIM
PRSIM

WebMCP lets an AI companion reveal the most relevant, merchant-authored view of a storefront

Yafa Yafa
0 0
Living Evidence
Living Evidence

Living Evidence uses WebMCP to turn scientific papers into agent-operable tools, enabling AI to audit provenance, rerun analyses, challenge claims, and propose human-approved updates.

microckey Sugimoto
0 0
Easy Query
Easy Query

A local data file viewer with a private SQL workspace where WebMCP agents can write complex queries, and analyze data alongside you.

Zhiben Chen siyanc CHEN
0 0

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