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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.
Swarm | Spaces Where Humans and Agents Work Together
Swarm | Spaces Where Humans and Agents Work Together

OS and Decision Graphs for model agnostic agentic AI work. Build complex systems using Swarm Spaces as building blocks, collaborate and fully manage with other Humans and Agents via WebMCP.

Ivan Ciraj
1 0
Wired Future: Collaborative 3D Agent Canvas
Wired Future: Collaborative 3D Agent Canvas

Wired Future is an agent-native 3D canvas where humans & AI design together in real-time. Powered by WebMCP, ChatGPT directly reshapes landscape geometries & aesthetics alongside human creators.

sumeetm10 Shrestha
0 0
ZZAIM — the agent reads the contract, not the screen
ZZAIM — the agent reads the contract, not the screen

A lesson-planning workbench for Korean teachers that registers 8 WebMCP tools. When export isn't ready, the tool returns the next step — the procedure lives in the return value, not the description.

Jeonghyeon Lim
0 0
Apartment Intelligence
Apartment Intelligence

The environmental analysis an architectural practice runs for a building, now for one apartment, run by the (prospective) resident or their agent.

Adib Zailan
1 2
LifeOps
LifeOps

Approve once. Automate everything else all in one place

Noba Aier
1 0
True Remote Jobs
True Remote Jobs

A WebMCP-powered remote job board where AI agents can search, compare, open, save, and manage jobs through structured site tools . while humans keep a familiar job-board experience.

anudeep reddy
0 0
Blindfold
Blindfold

Analyse a file your AI could never read — without showing it a single row. A million rows in the tab. 27 KB to the agent. Zero rows disclosed.

BenYang Yang
1 0
Say to Match
Say to Match

WebMCP tags any page as a Job or a Skill. An AI Broker discovers, matches, verifies the work, and settles escrow — giving anyone, not just the tech-fluent, a way into the agent economy.

kiez-d kiez-d
0 1
Earshot — your agent can hear now
Earshot — your agent can hear now

An audio editor your AI agent can hear. Via 43 WebMCP tools it detects silences, reads the transcript, and proposes surgical edits on the timeline — you approve.

Pradeep Kapoor
0 0
Dusky
Dusky

Turn web actions into augmented reality

Glendon Chin
1 0
Screen Blueprint Studio
Screen Blueprint Studio

A visual screen-spec editor that keeps wireframes, states, interactions, and API mappings aligned in one blueprint. Edit directly, or safely review and apply AI-proposed changes through WebMCP.

敦也 森田
0 0
YADL
YADL

Yet Another Data Labeler, but in this one, you don't have to click.

Adam Torres Encarnacion
4 2
Loadshed
Loadshed

A page's own cut list for agents.

Mason Snider
0 0
StrategyShifu
StrategyShifu

Instead of asking users to navigate pricing pages, compare capabilities, and manually piece together trade-offs, StrategyShifu exposes structured decision workflows through WebMCP.

Kannan G
0 0
Labmate
Labmate

An AI lab where your tutor watches the experiment, not the chat. The agent proposes evidence, the learner stays in control — bidirectional tutoring on WebMCP.

derMartin Li
0 0
webmcp-foundry
webmcp-foundry

WebMCP Foundry turns web-app actions into minimized, tested, authority-governed agent tools—and automatically withdraws them when their evidence becomes stale.

jori kokkonen
0 0
SEOstrich - GET FOUND.
SEOstrich - GET FOUND.

SEO scares most businesses. SEOstrich builds your SEO strategy from measured data, then puts every decision on the page as WebMCP tools so your own AI assistant can audit, argue and further shape it.

Yavor Popov
0 0
Doceo
Doceo

Teach a website new WebMCP tools by example. Humans demonstrate, agents propose, and the website verifies each workflow before a human approves publication.

Giray Kırım Efe Yunus Bardakci Can Veli Çetin
0 0
Gulawo Tendering Workspace with a Built-in WebMCP Agent
Gulawo Tendering Workspace with a Built-in WebMCP Agent

An AI agent lives inside Gulawo: it finds open tenders, scores fit, checks your document vault, flags disqualifying deviations, and drafts proposals you approve before anything is saved.

Nkugwa Mark William
0 0
Returns Desk
Returns Desk

A WebMCP-powered returns desk that lets AI agents search orders, evaluate return eligibility, compare resolutions, and prepare RMAs for human approval.

ChristinaChenmohan CHEN
0 0
CaseFile
CaseFile

A murder. Five suspects. An AI detective at your side. Casefile is a game that uses WebMCP to let AI investigate, uncover clues, and build theories while you make the final deduction.

Sam Alawode
0 0
Prune
Prune

WebMCP powered access-lineage infrastructure for SaaS. Trace and contain every credential created by a compromised session while preserving trusted access.

Kingsley Obi
0 0
Search-to-Sale
Search-to-Sale

Turn every product search into a confident purchase and completed sale.

Luis Guaman
0 0
Counterparty
Counterparty

Let AI agents negotiate with competing sellers—while humans control the final deal.

Deepanshu Pathak
0 0

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