ToKiDoO/crawl4ai-rag-mcp
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Crawl4AI+SearXNG MCP Server is a self-contained Docker solution that integrates web crawling, search, and RAG capabilities for AI agents and coding assistants.
Tools
Functions exposed to the LLM to take actions
scrape_urls
Scrape one or more URLs and store their content in the vector database.
smart_crawl_url
Intelligently crawl a full website based on the type of URL provided.
get_available_sources
Get a list of all available sources (domains) in the database.
perform_rag_query
Search for relevant content using semantic search with optional source filtering.
search
Comprehensive web search tool integrating SearXNG search with automated scraping and RAG processing.
Prompts
Interactive templates invoked by user choice
No prompts
Resources
Contextual data attached and managed by the client