Retio-ai/pagemap

Overview

Retio-ai/pagemap compresses large HTML documents (up to ~100K tokens) into compact structured maps of 2-5K tokens. It preserves all actionable elements such as links, forms, and buttons, enabling AI agents to read and interact with web pages using 97% fewer tokens.

Best for

Best for
Developers building cost-sensitive AI agents that need to parse and act on web page content

Use cases

• Reduce token costs when feeding web page content to AI agents
• Extract structured, actionable summaries of HTML for automation
• Enable AI agents to navigate and interact with web pages via compact representations

How to use

Install

pip install retio-pagemap

Tools exposed

• get_page_map
• execute_action
• fill_form
• get_page_state
• scroll_page
• wait_for
• take_screenshot
• navigate_back
• open_tab
• switch_tab
• list_tabs
• close_tab
• batch_get_page_map

Tested with

Claude Desktop, Claude Code, Cursor, Windsurf, VS Code

Notes

Retio-ai/pagemap compresses large HTML documents (up to ~100K tokens) into compact structured maps of 2-5K tokens. It preserves all actionable elements such as links, forms, and buttons, enabling AI agents to read and interact with web pages using 97% fewer tokens.

32 stars on GitHub. Last updated 2026-05-21.

Use cases

• Reduce token costs when feeding web page content to AI agents
• Extract structured, actionable summaries of HTML for automation
• Enable AI agents to navigate and interact with web pages via compact representations

Pros

• Reduces HTML token count by 97% while retaining critical content
• Preserves every actionable element for agent interaction
• Open-source Python tool, easy to integrate into existing pipelines

Cons

• Small user base (32 stars) suggests limited community support
• Requires pre-fetched HTML; does not handle dynamic content or browser automation
• Documentation and examples may be sparse given early stage

Indexed from awesome-mcp-servers-punkpeye and enriched against its public facts.