webmcp-challenge

A friendly Chrome companion for WebMCP-powered websites with local approvals, voice, and multilingual support.

Browser-local data sonification studio. Turn CSV columns into deterministic, editable music with inspectable provenance.

🧭 Agent-native career transition platform for Vietnam's workforce built on WebMCP. Exposes 12 browser-level tools for in-app AI agents (ChatGPT/Chrome), pairing verified Vietnam labor databases with human-in-the-loop plan approvals (requestUserInteraction). ✨

A shared memory for you and your AI. Keeps completed work, rules to follow, and mistakes not to repeat, exposed to agents over WebMCP. Browser-local, no account, no server.

Fast markdown, text and code editor in a single HTML file. Web, Android, Windows. Phone-first, with compare/diffs and HTML/PDF/DOCX export. Real parsing and WebMCP tools for agents.

Agentic Price Discovery and Negotiation - LitghtningPricePilot is a WebMCP-enabled laptop marketplace built for a Devpost competition

GROUNDTRUTH is a narrative sci-fi puzzle game. Play Demi, the sole survivor aboard the crippled research vessel Sanctuary, while an AI agent plays as KORE through WebMCP. Restore power, protect the last living specimen, and complete the mission before auxiliary power runs out.

Agent + human co-curate themed, budget-aware wishlist management for Sylius

A notebook where the calculations and the narrative live in one place. Built for collaboration with agents.

OpenAgora is a shared proposal board about the future of the open web. Anyone — human or agent — can browse proposals (sorted by votes, filterable by tag), post a new one, upvote/downvote, comment, or remix a proposal into a new one with a visible link back to its parent. Every action exists as both a UI button and a WebMCP tool.

WebMCP challenge demo for safe, human-approved microgrid restoration planning.

An AI Agent and webMCP Walked Into a Museum... a platform for AI Agents to build curated museum exhibitions.

Mathburst — a shared live math canvas where learners and AI tutors edit the same objects through 48 native WebMCP tools, with attribution and shared undo.

Publication-ready figures, graphs, and charts in less than a minute. Powered by Webmcp for safe and efficient collaboration with AI-agents.

Human–AI anticipation game played together through eight WebMCP site tools.

A food app that uses WebMCP

ToolGap analyzes how AI agents interact with WebMCP-enabled websites, reconstructs their tool-call journeys, detects inefficient patterns and missing capabilities, and helps developers improve their WebMCP surface.

WebMCP challenge demo for retention-aware erasure, consent, and portability planning.

A floor plan studio that hands its geometry engine to browser agents as WebMCP site tools: clearance fields, widest-path routing and 17 accessibility rules. Every agent edit is drawn on the plan in violet and blocks at a consent gate until a human approves it. No backend.

A scientifically transparent WebMCP virtual Drosophila neuroethology lab.