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MCP (Model Context Protocol)

MCP is an open standard for connecting an agent to external tools and data through a uniform interface, so a tool written once works with any compatible client. It turned the N-times-M integration problem into N-plus-M, and by 2026 shipping an MCP server is a routine part of a forward deployed engagement rather than a novelty.

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RELATED CONCEPTS

AI Agents and Tool Use Tool / Function Calling Guardrails Prompt Injection and Defense Multi-Tenancy and Data Isolation

LESSONS THAT TEACH THIS

Production AI Agents for FDEsDesign read tools that answer a specific decision22 min→The FDE EngagementPromote an action only when its evidence and operating controls are ready30 min→

PRACTICE THIS IN REAL QUESTIONS

RAG & Agent System DesignWhen is an agent the wrong answer? Argue against building one.→AI Security, Privacy & GovernanceWalk me through the OWASP LLM Top 10, which two risks would you prioritize for an enterprise agent deployment?→AI Security, Privacy & GovernanceWhat is 'excessive agency' in an agentic system, and what controls actually limit it?→RAG & Agent System DesignDesign a customer-support agent with order-status and returns tools. How do you keep it safe and useful?→AI Security, Privacy & GovernanceHow do tool poisoning and prompt injection apply to MCP servers and agentic AI, and how do you defend them?→RAG & Agent System DesignA brand wants an agent that never gives financial advice, stays on-voice, and never mentions competitors. Design the guardrails.→