Webshift

Webshift is a Rust-based MCP (Model Context Protocol) server that enables AI assistants and agents to fetch, denoise, and rerank web content for LLMs. It exposes tools for web search, HTML cleaning, and context-focused text extraction, removing ads, trackers, and boilerplate from web pages to deliver concise, model-ready text. Webshift integrates with a wide range of search backends including SearXNG, Brave, Tavily, Exa, SerpAPI, Google, Bing, and custom HTTP sources. It's designed for developers, LLM agent builders, and researchers who need robust, clean, and budget-constrained web search capabilities integrated into AI pipelines.