{"categories":[{"label":"Python Modules","url":"https://skillfed.io/packages/category/software-development-libraries-python-modules/13"},{"label":"Indexing/Search","url":"https://skillfed.io/packages/category/internet-www-http-indexing-search"}],"enrichment":{"capability":"Web Forager is a search-and-fetch toolkit for AI agents that retrieves web content via DuckDuckGo, news search, and Jina Reader, then converts results into LLM-friendly formats.","skillfed_tags":["mcp-server","ai-agents","web-scraping"],"use_cases":["Integrate web search into Claude Desktop or Cursor via MCP to give LLMs real-time web access.","Build autonomous research agents that fetch and summarize news articles and web pages.","Fact-check claims by searching DuckDuckGo and converting results into structured data for LLM analysis.","Monitor competitive products and technologies by automating news search and page fetching.","Use standalone Agent Skills in Python scripts for specialized research workflows without MCP overhead."],"what_it_does":"Web Forager is a search-and-fetch toolkit designed for AI agents and LLM workflows. It wraps DuckDuckGo web search, DuckDuckGo news search, and Jina Reader into a unified interface that can run as an MCP server (for integration with Claude, Cursor, and other MCP clients) or as standalone command-line tools and Python Agent Skills. The package converts web pages and search results into markdown or JSON formats optimized for LLM consumption, handling the common friction points of web scraping \u2014 cookie banners, dynamic content, and inconsistent HTML structure \u2014 by falling back through multiple fetching strategies.\n\nThe toolkit ships with six runtime dependencies: mcp and fastmcp for MCP server functionality, requests and urllib3 for HTTP transport, beautifulsoup4 for HTML parsing, and ddgs for DuckDuckGo integration. It supports Python 3.10 through 3.13 and is actively maintained. The package is positioned as a research and fact-checking aid for AI agents, with specialized Agent Skills for competitive analysis and technology evaluation.","worth_installing":"Yes, if you need web search and page fetching for AI agents. The package is actively maintained, has low install friction, carries a permissive MIT license, and integrates cleanly with MCP clients like Claude Desktop. No known vulnerabilities. The main gotcha is Python version support (3.10\u20133.13 only) and potential rate-limiting or API stability issues with DuckDuckGo and Jina Reader, which the fact sheet does not detail."},"id":"web-forager","links":{"html":"https://skillfed.io/packages/web-forager","md":"https://skillfed.io/packages/web-forager.md","pypi":"https://pypi.org/project/web-forager/"},"maintenance":{"status":"active"},"meta":{"latest_release":"2026-03-05","license_spdx":null,"license_treatment":"permissive","name":"web-forager","python_support":"supports_current","summary":"A search-and-fetch toolkit for AI agents \u2014 MCP server and standalone Agent Skills powered by DuckDuckGo and Jina Reader"},"popularity":{"monthly_downloads":328912,"position":7551,"tier":"top_15000"},"security":{"n_vulnerabilities":0},"version":"3.0.1"}