
Compact MCP server and CLI for advanced web research workflows.
Visit SourceWeave Web SearchSourceWeave Web Search is an open-source Model Context Protocol (MCP) server and command-line tool designed for advanced web research workflows. It enables AI agents or MCP clients to perform search, content extraction, and retrieval from the web using a suite of integrated components (SearXNG for discovery, Crawl4AI for clean extraction, Redis or Valkey for caching, and MarkItDown for document conversion). Ideal for developers, researchers, and teams building autonomous research or retrieval-augmented generation (RAG) pipelines.
Visit SourceWeave Web Search's official website for product details and getting started.
Comprehensive guides and references for setting up and using SourceWeave Web Search.
Explore articles and tutorials related to web search advancements and use cases for SourceWeave.