io.github.TickTockBent/charlotte

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Token-efficient browser MCP server — structured web pages for AI agents, not raw accessibility dumps

About io.github.TickTockBent/charlotte

Your AI agent burns ~60,000 characters of accessibility tree just to look at the Hacker News front page. Charlotte does it in 337. Charlotte is an MCP server that gives AI agents structured, token-efficient access to the web. Instead of dumping the full accessibility tree on every call, Charlotte returns only what the agent needs: a compact page summary on arrival, targeted queries for specific elements, and full detail only when explicitly requested. On content-heavy pages that orientation is up to ~180x smaller than a full accessibility-tree…

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Frequently asked questions

Is io.github.TickTockBent/charlotte still maintained?

Yes — actively maintained. The last push was on 2026-06-10, with 11 contributors.

What are the best io.github.TickTockBent/charlotte alternatives?

Closest by category and size in our data: KSail, weibaohui/kom, io.github.SAP/fiori-mcp-server — full list with live signals above.

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Tracked since 2026-06-10 · data as of 2026-06-10 · 48 open issues · 5 releases