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The WebMCP Challenge

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  • Overview
  • My projects
  • Participants (7048)
  • Resources
  • Rules
  • Project gallery
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Connect with the participants – support your favorite projects by liking, sharing, and commenting on them.
Jipsa
Jipsa

A real local cake marketplace where people shop visually and AI agents compare, configure, quote, and prepare the same order through WebMCP.

apple242 Jeong
0 0
Betatrace
Betatrace

Betatrace, a diabetes log you and your AI agent can use together, right within the browser.

David Cilliers
2 0
OpenInquiry
OpenInquiry

OpenInquiry lets people bring their own AI agents to trusted publisher content while publishers decide exactly what those agents can use.

Brian Pridgen
0 0
WebMCP Guardrail Labs
WebMCP Guardrail Labs

Prototype risky browser-agent actions with visible human approval and deterministic proof.

ProC Kim
1 0
RescueRelay
RescueRelay

Live nonprofit data in. An agent prepares the food-rescue handoff. People decide.

Shariq Malik
0 0
NexusOps
NexusOps

NexusOps lets specialized agents investigate production incidents through real WebMCP tools, resolve disagreements with evidence, and keep humans in control of remediation.

Mariam Bodokia
0 0
maav.ai - NeoLab | v0.5
maav.ai - NeoLab | v0.5

Mobility ideas are easy to imagine: and costly to get wrong. MAAV NeoLab lets AI agents build and break synthetic scenarios, giving humans deterministic evidence before expensive real-world pilots.

Abhishek Dhar
1 0
Fantasy Draft Dash
Fantasy Draft Dash

Turn fantasy draft order into a live, verified football spectacle! Complete with chaotic runners, instant replays, announcer moments, a dramatic Toilet Bowl, and a provably random finish.

NeveuxGroup Neveu
0 0
leadmcp — the conversion layer for agent-callable tools
leadmcp — the conversion layer for agent-callable tools

LeadMCP turns WebMCP calls into trustworthy shared-page workflows with human confirmation, cited results, consent-aware gates, and attribution.

Mark Savic
1 0
Pluno - WebMCP for anything
Pluno - WebMCP for anything

A collectively-built WebMCP registry for any website. Browser extension injects tools; Agents automatically build missing tools, which are reviewed and then made available to everyone.

Korbinian Abstreiter
0 0
RecallRadar
RecallRadar

Trace one failed component to every affected unit—and contain it before the next spreadsheet opens

Hector Ta
0 0
Trialbook
Trialbook

Run science experiments with your agent, and keep the lab notebook together.

minewefu F
0 0
WhoFollows
WhoFollows

WhoFollows computes verified Instagram snapshot changes; WebMCP lets the user’s AI explain them without accessing Instagram.

Maryia Zdantsevich
1 0
Adaptive WebMCP
Adaptive WebMCP

Using WebMCP to let AI agents adapt public sector websites in real time for people who experience cognitive overload, distraction, or difficulty navigating the web.

Sam Tate
0 0
AgroAgent
AgroAgent

Ai Agricultural marketplace &Decision Assistance

yahaya yabo abubakar
0 0
SmartCart
SmartCart

SmartCart Fashion AI - Multi - brand clothes, Shoes and dynamic outfit concierge.

somesh thotireddy
1 0
Miliastra Image Editor
Miliastra Image Editor

Build an image from primitive shapes, each with customizable properties

LiuL Eter
1 0
Woven
Woven

Seven site tools. One complete choice. Human-only confirmation.

Chai Pin Zheng Krish Gupta arav cabral
1 0
Noa
Noa

Noa gives AI agents direct, structured access to a patient's clinical memory, so a doctor's assistant can pull a full history, draft a SOAP note, or flag a red symptom without anyone touching a form.

Emmanuel Lafenwa
0 0
Aeroficiency
Aeroficiency

A web-based workspace for exploring preliminary wing designs, aerodynamic loads, structural response, and efficiency with AI agents.

Sohoon Kim
2 1
Dissent
Dissent

Dissent turns difficult decisions into structured debate. Five AI perspectives challenge the evidence, expose risks and produce an actionable verdict; while WebMCP lets agents participate with gate.

kiaan mittal
0 0
CalmKitchen Designer
CalmKitchen Designer

Validate your commercial kitchen design by pressure testing the dinner traffic or walking the setup in 3D. Find gaps before you build and let AI explore competitive alternatives.

Musannif Zahir
0 0
RuleRipple
RuleRipple

RuleRipple is a policy simulation sandbox to help humans and AI agents allocate limited resources like credits, test rules, understand who gets what and why, & approve allocations with an audit trail.

HARSH KUMAR Jahnawi Priya Pbharati03
0 0
API Canvas
API Canvas

API Canvas is a local-first WebMCP workspace where people and agents can discover public data, connect APIs,create reusable cards and visualizations,and reason across the resulting dashboard together.

Brad Clonan
1 0

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