Finance Sentiment CLI – Reddit/X/Polymarket sentiment from the terminal
Real-time multi-source sentiment CLI; rare to see Polymarket integrated with social scraping.

AI stock news analyzer when Bloomberg Terminal and Finviz already cover this.
Retail traders and investors
Finviz · Benzinga Pro · StockTwits
The pipeline ingests news, links articles to stock tickers, and publishes sentiment signals to a live feed and Discord alerts.
It currently:
- Scans news sources across the web for 10,000+ tickers
- Uses AI to analyze sentiment and importance of each story
- Sends alerts for market-moving news
- Generates summaries and bullish/bearish scores
- Tracks most mentioned stocks in the news and on Reddit
Curious what people think and happy to answer questions.
Real-time multi-source sentiment CLI; rare to see Polymarket integrated with social scraping.
Deduped news API with urgency tags saves building your own pipeline.
Yet another AI newsletter when Morning Brew and The Hustle already own this.
Provides a straightforward, typed Python client with both sync and async methods for Reddit and X (Twitter) sentiment: trending, per-stock details, comparisons, search and an AI-generated "explain" endpoint. Nicely practical — the async variants and compare/search primitives show the author thought about real integration patterns — but the idea itself is incremental in a crowded sentiment-API space and the page leaves out rate limits, pricing and data provenance details that matter for trading use.
The site turns HN into an idea-finding feed — tabs for Most Positive/Most Negative and an 'Opportunities' view plus per-story 'View Analysis' make it immediately usable. It's a tidy UX for skimming pain points, but the landing page gives no detail about the extraction accuracy, deduplication, or ranking method, so the real value depends on the unseen NLP and heuristics.
'Type gm' for a crypto briefing, but it's a Claude system prompt, not a real product.