Fabian G. Williams aka Fabs

Fabian G. Williams

Principal Product Manager, Microsoft Subscribe to my YouTube.

One Agent Receipt, Two Buyers: Why Protocol-Neutral MCP Audit Trails Matter for Both Security AND Finance

I built a public MCP-callable storefront. The same endpoint produced an identical audit-trail receipt from hosted Claude Desktop AND from Qwen3.6 27B running fully offline on my MacBook. Same six supervision checks. Same receipt page. One artifact that satisfies both the security audit and the finance billing conversation.

Fabian Williams

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Side-by-side comparison of two audit-trail receipts — Claude Desktop on left, LM Studio with Qwen3.6 27B on right — both produced by the same MCP endpoint with identical six-check audit trail

Update, 2026-05-19: A2A agent-card now live at mcp.adotob.com/.well-known/agent.json, published 24 hours after Nate B Jones’s IO-2026 video named the agent-card primitive as the second of the four core agent-protocol layers. Three of the four layers of the open-protocol stack are now live in the storefront: MCP for tool access, A2A for agent discovery, and AG-UI manifested as the public receipt page. AP2/X402 is reserved for the MVP-2 paid Stripe flow.

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