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The WebMCP Challenge

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  • Participants (7057)
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Connect with the participants – support your favorite projects by liking, sharing, and commenting on them.
Civium Systems for Code Review
Civium Systems for Code Review

Thorough code review demands sustained attention across every changed line. Civium gives reviewers an AI-assisted first pass and brings possible issues forward for judgment.

Civium Systems
0 0
Ceiling
Ceiling

A WebMCP action gate that gives agents narrow tools, requires one-use user activation for changes, and produces a verifiable session receipt chain.

Alex Price
0 0
CrisisRoom AI
CrisisRoom AI

Human-in-the-loop incident response where AI agents investigate, propose actions, and humans stay in control.

Kouassi Hermann Kouakou
0 0
Entrelíneas
Entrelíneas

Una librería de segunda mano donde cada libro es un ejemplar único

Lic Jose Marte
0 1
Skulora Outfitter
Skulora Outfitter

Outfit any mission across every store: a shared board where you and your agent plan together.

Juan Sebastian Cadena
0 0
Countersign
Countersign

An evidence room where WebMCP agents inspect and draft—but the publish tool literally does not exist until a human countersigns the brief.

Mouhcine Talbi
0 0
Switchboard Zero
Switchboard Zero

Train and evaluate high-stakes agent delegation in a WebMCP control room where agents act inside policy, stop at human authority boundaries, and share every decision with the operator.

Manuel Hernández
0 0
Finite Witness
Finite Witness

Put a universal claim under pressure. Find the one graph that breaks it.

Chih-Kai Wang
0 0
MUTUA
MUTUA

MUTUA is a WebMCP-native decision workspace where humans and AI agents share the same application state, explore changes together, simulate consequences, and commit only after explicit human approval.

Firmin Djikoloum
0 0
AegisDesk
AegisDesk

AegisDesk is a human-in-the-loop AML investigation workspace that helps financial institutions detect, investigate, and resolve compliance alerts faster.

Andrew Otema
0 0
Resume Match
Resume Match

Tailor your resume to the job with an agent that proposes, and a human who decides.

Sri Ram Moorthy S
1 0
Legalize-KR WebMCP
Legalize-KR WebMCP

People set the legal question. Agents retrieve and compare exact, source-linked Korean statute provisions through four read-only WebMCP tools.

Junghwan Park
0 0
Nivra: shared architecture for humans and AI
Nivra: shared architecture for humans and AI

A shared visual architecture workspace where humans and AI agents uncover hidden coupling, propose safer alternatives, and validate architecture together through WebMCP.

Maksym Kuzmitskyi
0 0
Expediente Vivo — Evidence Review Desk
Expediente Vivo — Evidence Review Desk

The agent reads and proposes; the human sees the evidence and decides.

Victor MC
0 0
PaperPilot
PaperPilot

An AI assisted grant form that checks eligibility and pre-fills answers, keeping the applicant in full control to review and approve every detail before submitting.

Dhanushkumar Dhanushkumar R
0 0
Tulip Trips — a WebMCP Trip Planner
Tulip Trips — a WebMCP Trip Planner

Lulu Ads' commercial infrastructure for the agent economy, on WebMCP: real registerTool() tools where a disclosed, fail-open sponsored ad is live ad-network inventory, not a mockup.

Tal Mogendorff
1 0
Research-Devices WebMCP
Research-Devices WebMCP

Faster, traceable instrument comparison through four read-only WebMCP tools.

Yu Nabeshima
0 0
SNIPR WebMCP
SNIPR WebMCP

SNIPR uses WebMCP to let AI agents safely query renovation assignments, inspect spatial room context, and propose actions while keeping SNIPR the source of truth.

sakeverpalen Verpalen
0 0
Lobby — a concierge for humans and their agents
Lobby — a concierge for humans and their agents

Lobby gives any business an AI concierge on its website. With WebMCP, the embed also exposes the concierge as structured tools — whatever a guest can do, a visiting agent can do too.

Yuval Klein
0 0
Teachback
Teachback

Turn one handled case into a reusable WebMCP playbook—drafted by an agent, bounded and applied by people.

はやしぎっと Hayashi
1 0
The Website That Speaks AI
The Website That Speaks AI

Turning a real Italian business website into an agent-ready experience with WebMCP, so AI can understand its services, reason about customer needs, and safely prepare real-world actions.

RobyRoy Roberto
0 0
TheraFlow: Ethical Clinical & Behavioral WebMCP Agent
TheraFlow: Ethical Clinical & Behavioral WebMCP Agent

An ethical, browser-native clinical workspace empowering AI agents to dynamically generate interactive CBT exercises, grounding tools, and deterministic crisis guardrails via WebMCP.

Aunjuli Hicks
0 0
AuraCommerceWEBMCP
AuraCommerceWEBMCP

AuraCommerce is an agent-native commerce studio powered by WebMCP. AI directly customizes hardware, negotiates pricing, and routes orders via structured in-browser APIs with human approval.

AYAMBA RONALD
1 0
SceneIndex
SceneIndex

Search a place. Understand it. Test what happens when it changes.

Whyme Labs
0 0

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