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Home/Cloud & DevOps/How I Built a 12-Tool MCP Server for AI Agents in 4 Hours (and What It Taught Me About 2026 Scraping)
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How I Built a 12-Tool MCP Server for AI Agents in 4 Hours (and What It Taught Me About 2026 Scraping)

The Model Context Protocol (MCP) standard is becoming the default way to expose tools to LLMs in 2026. Anthropic, OpenAI, and every major editor vendor — Cursor, Cline, Continue, Windsurf — now ship with MCP support. If you have any API or scraper, MCP-ifying it is a free distribution channel into e

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