Tag: MCP
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Building an AI Automation Pipeline with Claude Code, MCP, and RAG: Lessons from Production
How we rebuilt a broken RAG pipeline, wired Claude Code to MCP servers, and integrated Codex as a subagent — and what the production data taught us afterward.
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MCP Deep Dive: Building Custom Tools That Make Claude Actually Useful for Ops
A well-designed MCP tool schema is the difference between Claude taking the right action and Claude taking a plausible-looking wrong action — parameter names and descriptions are not cosmetic.
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Building an MCP Server That Connects Claude to Your Firewall Management System
An MCP server scoped to read-only operations lets Claude analyze your firewall state without any risk of unintended changes — and that is the right starting point.
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MCP (Model Context Protocol): The Missing Layer Between AI and Your Infrastructure
MCP solves the context problem — instead of copy-pasting logs into a chat window, your AI tool reads them directly from the source.