The latest articles on DEV Community by Ata (@atacanymc). https://dev.to/atacanymc https://media2.dev.to/dynamic/image/width=90,height=90,fit=cover,gravity=auto,format=auto/https:%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Fuser%2Fprofile_image%2F3982923%2F84038efb-b7de-41b9-afe6-28c168c3f8a5.jpeg https://dev.to/atacanymc en Ata Thu, 18 Jun 2026 19:58:52 +0000 https://dev.to/atacanymc/building-a-python-based-forex-scraper-and-mcp-server-forex-pytory-gpa https://dev.to/atacanymc/building-a-python-based-forex-scraper-and-mcp-server-forex-pytory-gpa <p>Hi everyone!</p> <p>I’m Ata Can, a Full Stack Software Specialist, and I’m excited to share one of my latest open-source projects: <em>Forex-Pytory</em>.</p> <p>I developed this project to streamline the process of scraping economic event data from Forex Factory. Instead of relying on manual data collection, I wanted to build a robust, modular tool that handles multiple sources efficiently.</p> <p>Key features of Forex-Pytory:</p> <p>👉🏻 <strong>Modular Scrapers</strong>: It includes built-in scrapers for various financial data sources. </p> <p>👉🏻 <strong>CLI &amp; Library Usage</strong>: Designed to be used either as a command-line tool or as a Python library in larger projects. </p> <p>👉🏻 <strong>MCP Integration</strong>: One of the most interesting aspects is the implementation of an MCP (Model Context Protocol) Server, which allows AI models to interact directly with real-time economic data. </p> <p>You can check out the source code and documentation on GitHub: <a href="https://github.com/AtaCanYmc/forex-pytory" rel="noopener noreferrer">forex-pytory</a></p> <p>I’m currently focusing on improving the scraping reliability and exploring new integrations. If you’re interested in financial data engineering or MCP, I’d love to hear your thoughts or see your contributions!</p> <p>Let's connect and build something cool!</p> python opensource webscraping mcp