This is a Next.js marketing website, not an MCP server. The source code shows only a React frontend (app/page.tsx, app/layout.tsx) with hardcoded tool metadata in a JavaScript array. No actual tool implementations, schemas, parameter definitions, or MCP protocol handlers are visible. Tools are listed as static data objects with name, desc, and ask fields, not registered as MCP tools with JSON Schema. No input validation, error handling, or output structure defined. This appears to be a landing page describing a hypothetical MCP server, not the server itself.

• Build the actual MCP server implementation. This repo is a marketing site. Create a separate server module (e.g., src/server.ts) that registers tools with the MCP protocol, not just static metadata.
• Add JSON Schema input definitions for all 7 tools. Each must declare parameters (e.g., date_range, limit, currency) with types, descriptions, and constraints (enums, min/max, patterns).
• Expand tool descriptions to 50 - 200 characters. Replace feature lists with actionable guidance: 'Returns your monthly recurring revenue (MRR), annual recurring revenue (ARR), and growth rate. Call this to answer questions about revenue trends and forecasting.'
• Document output schemas. Specify what fields each tool returns (e.g., get_revenue_summary returns {mrr: number, arr: number, growth_rate: number, avg_transaction_value: number}). Include field types and descriptions.
• Add error handling and recovery guidance. Define what happens when Stripe API fails, when date ranges are invalid, or when no data exists. Return actionable error messages, not stack traces.