AI-analyzed news signals
Get content summary, sentimentRating, importanceScore, relevanceScore, and stockImpactReasoning.
Build trading agents, research assistants, and dashboards on top of structured stock news signals instead of raw headlines.
Builder example
GET https://stocknews.ai/api/news?symbol=LDOS&sentimentRating=verybullish&limit=10https://stocknews.ai/api/mcp?api_key=sn_live_your_api_keyWhat you get
The API is designed for builders who want useful analysis first, not a pile of URLs to clean up.
Get content summary, sentimentRating, importanceScore, relevanceScore, and stockImpactReasoning.
Return original URLs, source names, source count, published time, first seen time, and grouped source context.
Filter for catalysts such as earnings, M&A, share buybacks, mass contracts, lawsuits, FDA approvals, and market news.
Use startPrice with the signal timestamp so your bot or notebook can measure what happened after the news appeared.
How it works
StockNews.AI monitors financial news, press releases, corporate events, filings, and economic signals.
The full article content is summarized, deduped, scored, linked to tickers, and labeled with event and sentiment fields.
Your app or AI agent can rank signals, trigger deeper research, backtest events, or route alerts to a trading workflow.
Sample signal fields
JSON{
"symbol": "LDOS",
"sentimentRating": "verybullish",
"eventName": "Mass Contract",
"importanceScore": 90,
"sentimentScore": 85,
"relevanceScore": 95,
"summary": "Leidos was awarded a $2.7 billion contract...",
"startPrice": 128.33,
"sourcesJson": [
{ "source": "PRNewswire", "sourceUrl": "..." },
{ "source": "Reuters", "sourceUrl": "..." }
]
}FAQ
No. The response includes AI analysis fields such as sentimentRating, sentimentScore, importanceScore, relevanceScore, content summary, and reasoning.
Yes. Use the REST API for your app backend or connect the MCP server URL inside a compatible AI client.
Yes. Signals can include original article URLs and sourcesJson[].sourceUrl so users and agents can verify the source.
More builder pages
Give your AI agent clean financial news context so it can reason about what matters instead of spending tokens cleaning raw articles.
Connect your AI client to StockNews.AI with an MCP Server URI and give it read-only tools for stock news, company context, and market data.
Feed your trading bot cleaner news signals so it can focus on ranking opportunities, researching catalysts, and testing outcomes.
Get sentiment and reasoning on market-moving stock news, plus enough source context for users and AI agents to verify the signal.