You add the URL https://financialdata.net/mcp?key=API_KEY to ChatGPT, Claude, Cursor, or any other AI, and the AI instantly has access to our vast database of financial data. The difference is that while a standard agent "analyzes" by summarizing web snippets, the MCP server gives it direct tool access to raw, structured metrics. This ensures the analysis is based on real numbers rather than guesses from some scraped content.