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Dev.to
Dev.to
7/17/2026
The original title is "Turning a System of Record into an AI Agent: Building MCP Tools on Azure"

The original title is "Turning a System of Record into an AI Agent: Building MCP Tools on Azure"

Original: Turning a System of Record into an AI Agent: Building MCP Tools on Azure

Short summary

A detailed walkthrough of exposing a read-only enterprise system of record to an AI agent using Azure Logic Apps, API Management, and Agent Foundry via Model Context Protocol (MCP). The architecture uses a single backend endpoint fanned out into many named tool operations, with constraints around read-only access, prompt-injection safety, and composability. Implementation notes cover nested switch patterns, secret management, and preferring server-side aggregates over client-side counting.

  • Five-layer architecture: Agent → MCP server → API gateway → tool executor → source system, all read-only
  • One backend endpoint fans out into many typed MCP tools via API Management
  • Practical guidance on nested switches, Key Vault secrets, escaping @ symbols, and seeding default error responses

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