Dev.to
5/13/2026

Built financial AI analyst using
Original: Bridging the Gap: How I Built a Financial AI Analyst Using the Model Context Protocol (MCP)
Short summary
MCP enables Claude to access real-time data by triggering tool calls—author builds a financial advisor that analyzes spending patterns and generates budget reports. Workflow: user query → Claude calls get_transactions and categorize_expense → analysis → personalized advice. Includes video walkthrough.
- •MCP bridges Claude's knowledge cutoff by enabling real-time data access through tool calls
- •Concrete example: financial advisor that analyzes spending and identifies budget overruns
- •Clear workflow demonstration: query → automatic tool triggers → analysis → natural language advice
Generated with AI, which can make mistakes.
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