Webshift

Webshift

Noise-free web content for LLMs and AI pipelines.

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About Webshift

WebShift is a Rust library and Model Context Protocol (MCP) server that cleanses, restructures, and processes web pages into clean, right-sized text ideal for large language models (LLMs). Unlike raw HTML, which is cluttered with scripts, ads, and navigation elements, WebShift removes all noise, controls output size, and optionally rewrites or summarizes content using LLMs. It's ideal for anyone building AI agents, LLM pipelines, or developer tools that consume web content efficiently.

Resources

Product Website

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

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Documentation

Comprehensive guide and API reference for using WebShift effectively.

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GitHub Discussions

Community forum for discussing features, issues, and use cases of WebShift.

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Documentation

Comprehensive API reference and usage guides for WebShift.

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GitHub Issues

Community discussions and support for troubleshooting and feature requests.

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