Autonomous AI Marketing Agent Prompts & MCP Tooling Stack

## MCP Architecture for Growth Engineering The Model Context Protocol (MCP) allows AI models like Claude Desktop and custom enterprise orchestrators to securely execute code, query internal databases, and interact with external marketing APIs without hardcoded fragile integrations. ```typescript import { Server } from "@modelcontextprotocol/sdk/server/index.js"; import { StdioServerTransport } from "@modelcontextprotocol/sdk/server/stdio.js"; const server = new Server( { name: "farway-marketing-telemetry", version: "1.0.0" }, { capabilities: { tools: {} } } ); server.setRequestHandler(ListToolsRequestSchema, async () => ({ tools: [ { name: "query_serp_positions", description: "Query real-time organic rankings and LLM citation share", inputSchema: { type: "object", properties: { domain: { type: "string" }, keywords: { type: "array", items: { type: "string" } } }, required: ["domain", "keywords"] } } ] })); ```