webshift MCP Server
annibale-x/webshift
Shift noisy web pages into clean, context-ready text for LLMs — Rust library & MCP server
claude mcp add agentrank -- npx -y agentrank-mcp-server Overview
annibale-x/webshift is a Rust MCP server licensed under MIT. Shift noisy web pages into clean, context-ready text for LLMs — Rust library & MCP server Topics: ai-agents, bing-search, bm25, brave-search, context-window, denoiser, exa, google-search, html-cleaner, html-to-text, llm, mcp, mcp-server, searxng, serpapi, tavily, text-extraction, web-scraping, web-search, rust.
Ranked #33 out of 116 indexed tools.
Actively maintained with commits in the last week.
Ecosystem
Score Breakdown
1 stars → early stage
Last commit today → actively maintained
No issues filed → no history to score
1 contributor → solo project
No dependents → no downstream usage
Weights: Freshness 25% · Issue Health 25% · Dependents 25% · Stars 15% · Contributors 10% · How we score →
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From the README
# WebShift --- ## What is WebShift 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. ### What you get Depending on the features you enable, WebShift can be three things: | Use case | Crate | Feature flags | What it does | |----------|-------|---------------|--------------| | **HTML denoiser** | `webshift` | `default-features = false` | `clean()` — pure Rust HTML-to-text pipeline. Strips noise elements, sterilizes Unicode/BiDi, collapses whitespace. Zero network, zero config. Drop into any Rust project that processes web content for LLMs. | | **Web content cRead full README on GitHub →
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