Web Research Python Packages

web-scout-ai

Web research that reads the sources—search, scrape HTML, JS sites and documents, then return cited answers with a complete audit trail.

pyunbrowser

Agent-native browser and MCP server for lightweight, Chrome-free web discovery, with explicit escalation to Unchained for browser-only flows.

cluefinch

Deep Research infrastructure for AI agents.

footnote-mcp

Web research MCP server with claim verification — 45 tools for Claude Desktop and Cursor

web-research-assistant

MCP server for SearXNG with 13 production-ready tools for web search, package info, GitHub integration, error translation, API docs, and more

unbrowse

Agent-native browser and MCP server for lightweight, Chrome-free web discovery, with explicit escalation to Unchained for browser-only flows.