MCP Server for Finance Data Extraction

Use Bright Data’s enterprise-grade MCP Server to scrape only public financial data. Extract, analyze, and process public stock prices, company financials, market news, analyst ratings, historical trends, and economic indicators—quickly, reliably, and at scale.

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The Ultimate MCP Tool to Scrape Finance Data

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One MCP for the Web

Bright Data MCP for Finance lets you extract only public stock prices, market data, company financials, news, ratings, and sector insights—never private or login-required content.
Search
  • Extract up-to-date public stock prices, indices, financial news, and company profiles from leading finance sites
  • Target data by sector, market, or region for focused investment research and analysis
  • Collect structured URLs, company financials, analyst ratings, and news headlines for market intelligence
Crawl
  • Let agents crawl and aggregate complete sets of public stock data, earnings reports, and news feeds
  • Output finance data in agent-ready formats for integration into trading tools or analytics platforms
  • Effortlessly scale finance data collection to fit research projects or enterprise-level analytics
Access
  • Give agents reliable access to public finance content: quotes, market trends, financials, and news
  • Automatically handle geo-restrictions, CAPTCHAs, and dynamic content for smooth data aggregation
  • Render JavaScript-driven finance sites to capture the latest updates and public filings
Navigate
  • Automate agent actions to monitor market changes, earnings announcements, or sector news
  • Use remote browser sessions for seamless large-scale public finance data collection
  • Simulate real user interaction to bypass financial website anti-bot protections and ensure reliable data
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