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.

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

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.

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.

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

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

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.

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.

Cyber Seeds — human-authorised agentic safety for the digital home. OpenAI WebMCP Challenge 2026.

Browser-native, privacy-preserving data investigation for human+AI agent teams — built for the OpenAI WebMCP Challenge

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.

A food app that uses WebMCP

WebMCP challenge demo for evidence-bound provenance research with human approval.

A pixel-art canvas a person and an AI agent draw on together. Six WebMCP site tools. Built for OpenAI's WebMCP Challenge.