io.github.Retio-ai/pagemapweb-automation

PageMap

Verified · 7 days ago

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

Install

claude mcp add pagemap -- uvx retio-pagemap

Our take

Python MCP server (plus SDK and CLI) that drives Chromium via Playwright and compresses pages into 2–5K-token structured page maps, with 13 tools covering clicks, form-filling, tabs, scrolling, and screenshots; 16 auto-detected page types, cookie-consent auto-dismiss across 7 CMPs, bot-detection reporting, and extraction rules for 30+ e-commerce sites. The headline numbers — 84.7% task success and 5x fewer tokens than Playwright MCP — come from the vendor's own 94-task benchmark, so treat them as self-reported. It is AGPL-3.0 (copyleft, despite the registry's NOASSERTION), adoption is thin (~75 PyPI downloads/week, zero watchers), and commits stopped in late May 2026. Interesting for token-conscious shopping and e-commerce agents; verify the claims on your own workloads.

reviewed by hand · 2026-07-05

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Verification record

last verified
7 days ago
github stars
35
last commit
3 mo ago
archived
no
license
NOASSERTION
in registry since
2026-02-26

github.com/Retio-ai/Retio-pagemap

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