Rust MCP server for denoised web search — fetch, clean, and rerank web content for AI agents.
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.
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Check the linked publisher documentation and your connected client's tool list. Names and availability can vary with the server version and account permissions.
| Tool | What it does |
|---|---|
| webshift_query | Full search pipeline: search + fetch + clean + rerank + (optional) summarize |
| webshift_fetch | Single page fetch and clean |
| webshift_onboarding | Returns a JSON guide for the agent (budgets, backends, tips) |
{
"mcpServers": {
"webshift": {
"command": "docker",
"args": ["run", "-i", "--rm", "searxng/searxng"],
"env": {
"WEBSHIFT_SEARXNG_URL": "your-value",
"WEBSHIFT_BRAVE_API_KEY": "your-value",
"WEBSHIFT_GOOGLE_API_KEY": "your-value",
"WEBSHIFT_BING_API_KEY": "your-value",
"WEBSHIFT_LLM_BASE_URL": "your-value"
}
}
}
}Add to claude_desktop_config.json, then restart Claude Desktop.
| Variable | Description | Required |
|---|---|---|
| WEBSHIFT_SEARXNG_URL | Endpoint or connection string the server talks to. | Yes |
| WEBSHIFT_BRAVE_API_KEY | Credential the server authenticates with. | Yes |
| WEBSHIFT_GOOGLE_API_KEY | Credential the server authenticates with. | Yes |
| WEBSHIFT_BING_API_KEY | Credential the server authenticates with. | Yes |
| WEBSHIFT_LLM_BASE_URL | Endpoint or connection string the server talks to. | Yes |
Retrieve public web pages as readable Markdown with the reference Fetch MCP server, including pagination for longer responses.
Use Firecrawl MCP to retrieve website content and extract information for research through Firecrawl’s API-backed web tools.
MCP server for 500+ pay-per-call web scraping, search, social, business, and financial data tools.
30+ web-access and AI APIs behind one key: search, scraping, browsers, voice, OCR and LLMs.
50+ lead gen tools. Apollo, Hunter, Nyne, Tomba, Sixtyfour, Fiber, Exa. Pay-per-use via x402.
Track how 7 AI engines cite your brand, daily, with live Google Search Console.