Happy slice of mcp pizzaMCP.pizza

Retio-pagemap

MCP.Pizza Chef: Retio-ai

Retio-pagemap lets your AI assistant see and interact with web pages like a human would, but in a compressed, easy-to-understand form. It works with popular apps like Claude Desktop and VS Code, letting your AI click buttons, fill forms, and navigate pages. It supports many e-commerce sites, automatically handles cookie popups and login barriers, and keeps your AI’s web view efficient and actionable. Setup requires some developer steps, including Python 3.11+ and optionally Docker.

Other
Web/Research

Use This MCP server To

Browse and interact with any web page through my AI assistant Extract detailed product info from top e-commerce sites Automatically dismiss cookie popups and overlays Navigate multi-page web sessions without losing context Fill out and submit web forms via AI commands Take screenshots of web pages on demand Detect and handle login or bot-blocking barriers

README

PageMap

PageMap converts raw HTML (100K+ tokens) into structured, AI-readable page maps (2-5K tokens) — a 97% token reduction. It works as an MCP server, Python SDK, and CLI, supporting 16 page types and 30+ e-commerce sites. Agents can read, click, type, and navigate any web page.

"Give your agent eyes and hands on the web."

CI PyPI Python License: AGPL-3.0 Docker Awesome MCP Servers

Why PageMap?

Playwright MCP dumps 50-540KB accessibility snapshots per page, overflowing context windows after 2-3 navigations. Firecrawl and Jina convert HTML to markdown — read-only, no interaction.

PageMap gives your agent a compressed, actionable view of any web page:

PageMap Playwright MCP Firecrawl Jina Reader
Tokens / page 2-5K 6-50K 10-50K 10-50K
Interaction click / type / select / hover Raw tree parsing Read-only Read-only
Multi-page sessions Unlimited Breaks at 2-3 pages N/A N/A
Task success (94 tasks) 84.7% 61.5% 64.5% 57.8%
Avg tokens / task 2,710 13,737 13,888 11,424
Cost / 94 tasks $1.06 $4.09 $3.98 $2.26

Benchmarked across 11 e-commerce sites, 94 static tasks, 7 conditions. 8,100+ tests passing.

Quick Start

Chromium is auto-installed on first use — no manual playwright install needed.

Retio-pagemap FAQ

Can I use this to interact with and navigate web pages through my AI assistant?
Yes — Retio-pagemap lets your AI read, click, type, and navigate any web page with a compressed, actionable view.
Can I use this to extract product details from major e-commerce sites?
Yes — it supports 30+ popular e-commerce platforms like Amazon, eBay, and Zara, extracting prices, options, and ratings.
Which apps support Retio-pagemap?
It works with Claude Desktop, Cursor, VS Code, and Windsurf.
Do I need an API key or account to use Retio-pagemap?
No API key or account is required; it runs locally or via Docker.
How hard is it to set up Retio-pagemap?
Setup is developer-level, requiring Python 3.11+ and some command-line steps.
Does Retio-pagemap handle cookie popups and login barriers automatically?
Yes — it detects and auto-dismisses cookie consent and identifies login or bot-blocking barriers.