We are excited to announce the official launch of MrBridge — the platform that bridges data sources to analytics tools, so you can collect, connect, and analyze data without reinventing the wheel every time.
What Is MrBridge?
MrBridge is a data services brand built around one core belief: the most valuable insights come from connecting the right data to the right tools. We build scrapers, MCP servers, datasets, and connectors that close the gap between raw, hard-to-reach data and the analytics workflows where it can actually create value.
Our claim says it plainly: “We bridge Data and Intelligence.”
Whether you are a wine analyst trying to track pricing across multiple marketplaces, a developer integrating live sports data into an AI assistant, or a growth team looking for structured datasets to fuel a market study — MrBridge has a solution designed for your use case.
What We Build
Scrapers
Our scrapers catalog covers some of the most data-rich but hard-to-access platforms on the web. We started with wine — Vivino, Wine-Searcher, Millesima — because fine wine data is notoriously fragmented and valuable. From there we expanded into other domains. Every scraper is production-ready, deployed on Apify, and designed to return clean, structured data you can use immediately.
MCP Servers
The MCP servers are our newest product line, and perhaps our most forward-looking one. MCP stands for Model Context Protocol — a standardized interface that lets AI assistants like Claude connect to external data sources at runtime. We have built MCP servers for ESPN sports data, League of Legends, Teamfight Tactics, Todoist task management, and the latest news feeds. If you run an AI-powered application and need live data, our MCP servers are the fastest path from question to answer.
AI Workflows
Our AI workflows go one step further: they take raw data, run it through structured analysis pipelines, and return actionable intelligence. Think end-to-end automation — from data collection, through transformation and enrichment, to final reporting. We build these for specific domains and use cases, combining our scrapers and MCP servers with LLM reasoning.
Content: News and Studies
Beyond products, MrBridge is a resource for anyone working with data. Our News section covers developments in web scraping, AI tooling, and data-driven approaches across the industries we serve. Our Studies section publishes in-depth, data-backed analyses — the kind of market research that used to require expensive consultants but is now possible with the right scraping infrastructure.
Built on Apify, Expanding Everywhere
All our scrapers are deployed and hosted on Apify, one of the most reliable platforms for production web scraping. We chose Apify for its robust runtime, scheduling capabilities, and global proxy infrastructure. As the platform grows, we are also expanding to RapidAPI and Smithery.ai — making our tools accessible wherever developers prefer to work.
What Comes Next
This launch is the beginning. We have a full roadmap of scrapers, MCP servers, and workflows in active development. If you have a data source you need bridged, or an analytics use case you cannot crack with existing tools — we want to hear from you.
Explore our full solutions catalog, browse the latest news, or check out our data studies to see what becomes possible when data and intelligence are properly connected.
Welcome to MrBridge.