MCP.Market

PageMap MCP server

by Retio-ai·io.github.Retio-ai/pagemap·v0.7.3·36 stars

Structured web intelligence for AI agents. 5x fewer tokens than Playwright/Firecrawl, 84.7% accuracy

B80/100grade B
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Safety scan
B80/100

full report

Adoption
Growing

36 stars64 downloads/wk

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If you have run it, two minutes of your experience saves the next person an afternoon.

PageMap tools (9, 1 write)

write = sends, deletes, buys or posts

Read from the package source without running it. The installed server may list more.

  • batch_get_page_map

    Get Page Maps for multiple URLs in parallel.

  • execute_actionwrite action

    Execute an interaction on a page element by its ref number.

  • fill_form

    Fill multiple form fields in a single batch call.

  • get_page_map

    Get structured Page Map for a web page.

  • get_page_state

    Get lightweight current page state (URL, title) without full Page Map rebuild.

  • navigate_back

    Navigate back to the previous page in browser history.

  • scroll_page

    Scroll the page up or down.

  • take_screenshot

    Take a screenshot of the current page.

  • wait_for

    Wait for text to appear or disappear on the page.

Public scan report

scanner v0.1.10 · 2026-09-28 · same rubric, same numbers if you re-run it

no findings
  • Code scan40 source files scanned25/25
  • –Live reliabilityno gateway calls yet and no remote to proben/a
  • –Tool poisoningtools not inspected (local package is not executed); not countedn/a
  • Auth qualitylocal package, no credentials required12/15
  • Maintenancelast push 130 days ago8/15
  • Maintainer identityregistry namespace matches repository owner7/10
Overall 80/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

How PageMap compares

Against every graded Scraping and browsing MCP server, from our own scans and uptime checks. Updated after each scan run.

Safety score
80/100
higher than 55% of 868 Scraping and browsing servers
Tools
9
the typical Scraping and browsing server has 6
Tools that change things
11%
typical: 0%. Fewer write tools means less an agent can break
GitHub stars
36
more than 88% of 581 Scraping and browsing servers
Downloads a week
64
more than 48% of 304 Scraping and browsing servers with a package

What its tools let an agent do: 8 read · 1 run or deploy

Install PageMap in Claude Code, Cursor or VS Code

claude mcp add pagemap -- uvx retio-pagemap
Add to Cursor

What the publisher says

From the PageMap repository's README, as published. We do not edit it. Read it on GitHub

<!-- mcp-name: io.github.Retio-ai/pagemap -->

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."

<!-- ============================================================ --> <!-- HUMAN GUIDE --> <!-- ============================================================ -->

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:

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.

Install

pip install retio-pagemap

MCP Client Config

Add to Claude Code, Cursor, Windsurf, or Claude Desktop:

{
  "mcpServers": {
    "pagemap": {
      "command": "uvx",
      "args": ["retio-pagemap"]
    }
  }
}

Claude Desktop (macOS): Use the absolute path to uvx — run which uvx (e.g. /opt/homebrew/bin/uvx).

VS Code (Copilot): Use "servers" instead of "mcpServers" in .vscode/mcp.json.

Docker

docker run -p 8000:8000 retio1001/pagemap --transport http

Features

13 MCP Tools — Read + Interact

Not just reading — your agent can click buttons, fill forms, select options, manage tabs, and navigate across pages. 13 tools cover the full browsing workflow:

getpagemap · executeaction · fillform · scrollpage · waitfor · takescreenshot · getpagestate · navigateback · batchgetpagemap · opentab · switchtab · listtabs · close_tab

16 Page Types, Auto-Detected

PageMap automatically classifies pages and applies optimized extraction for each type:

productdetail · listing · searchresults · article · news · video · login · form · checkout · dashboard · help_faq · settings · error · documentation · landing · blocked

E-Commerce Deep Coverage

Built-in support for 30+ major e-commerce sites across 4 tiers:

Shortened. The full README is on GitHub.

Nothing above is checked by us. What we check is on the safety report.

PageMap: common questions

Is PageMap MCP server safe?
Mostly: it is graded B (80/100). Read the PageMap safety report
How do I install PageMap?
It runs on your machine. Copy the Claude Code, Cursor, VS Code or Claude Desktop config from the install section.
Does PageMap need an API key?
Not as far as the registry entry and our scan can tell: no credentials are declared or required.
Is PageMap maintained?
The last commit was 165 days ago (2026-05-21). The latest release is v0.7.3.
What can I use instead of PageMap?
Servers from other publishers that do the same job: Firecrawl MCP Server, invisible_playwright_mcp MCP server and MCP server. Compare all PageMap alternatives.
How does PageMap compare with other Scraping and browsing MCP servers?
safety score 80/100 (higher than 55% of 868 Scraping and browsing servers); tools 9 (the typical Scraping and browsing server has 6); tools that change things 11% (typical: 0%. Fewer write tools means less an agent can break). Full comparison.

Alternatives to PageMap

Same job from other publishers: the closest match first, then the best rated.

All PageMap alternatives →
  • Firecrawl MCP Server
    Firecrawl, the context API for AI agents: search, scrape, interact with the web, plus paper search.
    A
  • invisible_playwright_mcp
    AI browser agent: browses, clicks, types, and reads real web pages from plain-English instructions.
    A
  • MCP
    Scrape any website, extract structured data, and collect web content at scale with AI agents
    A
  • Agentic Browser
    Give any AI agent your real Chrome: text perception, visible cursor, ~4x fewer tokens.
    B
  • unbrowser by Unchained
    Chrome-free MCP web access for agents with low-token page maps and browser escalation hints.
    B