Rust MCP server for denoised web search — fetch, clean, and rerank web content for AI agents.
WebShift is a Rust library and MCP server that shifts noisy web pages into clean, right-sized text for LLM consumption. Raw HTML is mostly junk: scripts, ads, navigation menus, cookie banners, tracking pixels. Feeding it directly to an LLM floods the context window with tens of thousands of useless tokens and leaves no room for reasoning. WebShift strips all that noise, sterilizes the text, and…
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WebShift is a Rust library and MCP server that shifts noisy web pages into clean, right-sized text for LLM consumption. Raw HTML is mostly junk: scripts, ads, navigation menus, cookie banners, tracking pixels. Feeding it directly to an LLM floods the context window with tens of thousands of useless tokens and leaves no room for reasoning. WebShift strips all that noise, sterilizes the text, and enforces strict size budgets so the model receives only the content that matters. Depending on the…