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An interactive CLI research assistant that scrapes, sanitizes, and synthesizes web content locally or via Gemini/OpenAI/Claude, with Discord/Telegram alerts & built-in automation.

2 starsPython

Focal Harvest – CLI research pipeline to search, scrape and notify

by xlr8_track·Jul 6, 2026·3 points·0 comments

AI Analysis

MidShip It

Yet another AI research assistant competing with Perplexity and custom scrapers.

Strengths
  • Offline statistical fallback works without API keys or local LLMs
  • Concurrent scraping with Cloudflare bypass and notification integration
Weaknesses
  • Crowded category with Perplexity, custom scrapers, and dozens of alternatives
  • No clear differentiation beyond bundling existing capabilities together
Category
Target Audience

Developers and researchers doing automated web research

Similar To

Perplexity · Jina AI · Firecrawl

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