Charlotte

Charlotte

Token-efficient web access for AI agents via structured page summaries.

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About Charlotte

Charlotte is an MCP server providing AI agents with structured, token-efficient access to web content by decomposing pages into typed, minimal representations (landmarks, headings, interactive elements, content summaries). This protocol allows agents to browse and interact with web pages using significantly less data than traditional methods, supporting detailed queries and interactive operations upon request. It's designed for AI agent developers, teams building workflow automation, and anyone integrating AI-driven browsing or web interaction into their tools or platforms.

Resources

Product Website

Visit Charlotte's official website for product details and getting started.

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Documentation

Comprehensive API reference and integration guides for Charlotte.

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Getting Started Guide

A step-by-step guide to help you set up and use Charlotte effectively.

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Community Discussions

Join the community forum for discussions, tips, and troubleshooting.

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Examples

Explore sample implementations and use cases of Charlotte in various applications.

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