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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.
TIW WebMCP
TIW WebMCP

the Interdependent Way demonstrated through open source agent code creation. changes constant. refinement welcome.

Erin Spencer
0 1
PromptFlow.ai — AI Software Architect
PromptFlow.ai — AI Software Architect

Describe it. Watch it architect. Build it.

Hikmat Turayev Dilovar
1 0
Grenz: a policy layer for WebMCP
Grenz: a policy layer for WebMCP

An AI agent can now act on a site as you, in your browser. Grenz decides what it may do: the site's own rules, approvals a script can't fake, and every call on the record.

Amit Shrivastava
0 0
TuneQL
TuneQL

A PostgreSQL workbench where an AI agent can actually try out optimizations instead of just suggesting them.

Jaipal Jadeja
1 0
Neighbors Decide
Neighbors Decide

An AI agent plans a whole neighborhood budget through WebMCP tools. It has no tool to adopt the plan, so the decision stays with a named human by design.

Sandeep Jagadeesh
0 0
IncidentOS
IncidentOS

Observability platform built for AI agents, not chatbots. ChatGPT investigates production incidents through the page's own tools, and every fix waits for your approval.

Yunus M Arbin S
2 0
NirmanSetu
NirmanSetu

AI-powered government infrastructure monitoring with WebMCP, enabling agents to search projects, detect delays, assess risks, and access project data through natural language.

Yuv Raj Dhakal
0 0
Tablemap - a seating chart your agent can help with
Tablemap - a seating chart your agent can help with

A wedding seating planner where the host drags names by hand and the agent adds rules, re-seats guests, and repairs conflicts - through the exact same functions, live on the same screen.

Chetan Gupta
0 0
VibeCheck
VibeCheck

You already do this by hand, you add Reddit to the search and read threads until a picture forms. VibeCheck does the reading. You decide who to believe.

Sachin Khapre
0 0
Signoff - the agent proposes, you decide
Signoff - the agent proposes, you decide

A refund-approval queue where the agent proposes decisions with written reasons - and the tool that applies one doesn't exist until a human approves it.

Chetan Gupta
0 0
AOZU:
AOZU:

Image models can draw a character. AOZU lets an AI agent turn that drawing into a consistent, editable, reusable character pack — through WebMCP, in the same browser a human reviews.

Lun Xie P.H. Su
0 0
WebMCP Retrofit Studio
WebMCP Retrofit Studio

Turn an owner-authorized legacy website workflow into narrow, reviewable WebMCP tools, with finalization kept outside the site-tool surface.

Jon Tygart
0 0
CarePortal
CarePortal

A patient portal built for patients, caregivers and their agents. Agents handle appointments, meds, results and messages in signed-in session; users confirm what matters and sign what only users can.

tonipotato Tang
1 0
Shortlist - a store that turns your need into filters
Shortlist - a store that turns your need into filters

An electronics store whose own filter vocabulary is the agent's tool schema - it ranks, explains what it hid, and can never un-veto a product you rejected.

Chetan Gupta
0 0
Tweak
Tweak

Product designers and design-minded builders collaborating with an AI agent to improve a shared interface in real time.

Brian Hart
0 0
Quibix
Quibix

TypeScript decorators that turn plain functions into WebMCP tools — framework-agnostic, with a URL fallback for agents that can't execute code yet.

Luis Triana
1 0
Beat The Agent
Beat The Agent

A social-deduction game where a human and an external AI agent play independently in the same live match using WebMCP.

Aymen AZOUI
1 0
Paperwork - a form your agent fills while you watch
Paperwork - a form your agent fills while you watch

A gnarly insurance form the agent fills from plain language while you watch - pending until you accept, and the legal attestations have no tool that can touch them.

Chetan Gupta
0 0
AGMCP
AGMCP

The USDA hardiness zone map, rebuilt as a shared tool for gardeners and their agents.

Alberto Jauregui
0 0
Spokes - a collaborative map to help with coordination
Spokes - a collaborative map to help with coordination

Spokes turns "where should we go?" into one live map. Everyone adds their needs, some kept private, and places rule themselves out in real time. Your agent can assist you or fully negotiate for you.

Alain Schlesser
2 0
Jhola - a trip finder whose slow searches you can stop
Jhola - a trip finder whose slow searches you can stop

A trip finder with real, slow fare searches and a Cancel button that actually cancels - timers clear, nothing lands after, and the agent knows exactly what it never saw.

Chetan Gupta
0 0
StudyTree
StudyTree

Play a learning game with an AI that can talk but can't cheat. A human and a voice agent alternate turns growing a knowledge tree, and the agent moves only through WebMCP tool calls.

Anders Kitson
0 0
SiteWorks-WebMCP
SiteWorks-WebMCP

SiteWorks WebMCP makes a website builder's admin agent-native — ChatGPT builds your shop's catalogue from a photo of the menu, and only you can hit publish.

markgerrard Gerrard
0 0
Character animation for agents
Character animation for agents

A web page where an AI agent animates a rigged 3D character through WebMCP tools.

urbanlama Blaschinz
1 0

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