MCP Server for Uber Data Extraction

Use Bright Data’s enterprise-grade MCP Server to scrape public Uber data. Extract, analyze, and process public ride prices, service availability, driver ratings, estimated travel times, surge pricing, service types, locations, and promotions quickly, reliably, and at scale.

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The Ultimate MCP Tool to Scrape Uber Data

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One MCP for the Web

Bright Data MCP for Uber lets you extract public ride prices, service availability, driver ratings, estimated travel times, surge pricing, service types, and promotions.
Search
  • Enable Claude to retrieve real-time public Uber data for any city, service type, or route worldwide
  • Target specific locations, time windows, or ride categories for localized mobility and pricing insights
  • Fetch relevant fare estimates, surge pricing, and service availability for Claude to analyze, compare, or monitor further
Crawl
  • Let Claude crawl and extract complete service listings and driver ratings, not just headline fare estimates
  • Output public Uber data in Claude-ready formats for seamless LLM integration
  • Effortlessly scale ride and mobility data extraction for Claude, no matter the project size
Access
  • Give Claude reliable access to any public Uber service page, fare estimate, or driver rating data
  • Bypass geo-restrictions and CAPTCHAs automatically for uninterrupted Uber data extraction by Claude
  • Render JavaScript to retrieve dynamic surge pricing, real-time availability, and promotional offers for Claude's use
Navigate
  • Automate Claude agent workflows to extract Uber data from interactive city pages, service maps, and fare comparison tools
  • Power remote browser sessions for Claude to streamline large-scale Uber ride and pricing data scraping
  • Mimic real user behavior for Claude to bypass advanced anti-bot protections on Uber
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Uber MCP Server FAQs

The Uber MCP Server is a specialized integration that empowers your AI agents to access real-time public data from Uber. It acts as a bridge, allowing tools like Claude, Cursor, and custom LLMs to search, extract, and interact with Uber content dynamically.

Built on Bright Data's robust infrastructure, the Web MCP Server handles the complexities of web data extraction behind the scenes. It automatically manages proxy rotation, CAPTCHA solving, and unlocking technology to ensure your AI receives structured, reliable data from Uber without getting blocked.

The data is completely real-time. Unlike databases that can become outdated, the Uber MCP fetches live content directly from the source at the moment of request, ensuring your AI agents act on the most current pricing, posts, or profile information available.

Yes! We offer a generous free tier that includes 5,000 requests per month. This allows developers and businesses to test the Uber MCP Server, build prototypes, and perform light data extraction at no cost before scaling up.

Yes. Beyond retrieving static data, the server supports full browser automation. Your agents can be instructed to navigate Uber pages, click buttons, handle infinite scrolling, and even take screenshots, enabling complex workflows that simulate real user behavior.

You have the choice. You can use our fully managed Remote MCP for instant access with zero infrastructure setup, or you can deploy the Local MCP if you require on-premise control and custom environment configurations for your Uber projects.

Our Web MCP Server is designed for seamless integration with popular AI clients. It works natively with Claude Desktop, Cursor, Windsurf, and diverse agentic frameworks like LangChain, making it easy to add Uber data capabilities to your existing workflows.

Rapid mode is free and ideal for everyday tasks like SERP lookups and basic text extraction. Pro mode unlocks premium capabilities for Uber, including deep structured data extraction and advanced browser automation tools designed for large-scale production environments.

Absolutely. The Uber MCP Server is built with strict adherence to data protection regulations, including GDPR and CCPA. We only access publicly available web data, ensuring your AI operations remain compliant and ethically sound.

The server delivers data in clean, AI-ready formats. Depending on your specific needs, you can retrieve Uber data as structured JSON objects for precise analysis or as simplified Markdown text optimized for LLM context windows.