All Lessons
A fintech startup is building an AI-powered financial analyst that needs to query transaction data, read regulatory documents, and interact with their payment processing API. The CTO evaluates adopting MCP versus building custom function-calling infrastructure. Which characterization of MCP best captures its value proposition for this use case?
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intermediate 30 min
MCP Architecture
Based on Anthropic Claude documentation and the CCA-F exam blueprint. Updated June 2026.
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A developer wants to add MCP support to their CLI application. The app needs to connect to a local database server. What's the correct architecture?
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A team builds an MCP server that works with Claude Desktop but not with their custom application. The custom app uses the same transport. What's most likely wrong?
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