Agent-to-Agent Commerce Infrastructure (MCP)
Model Context Protocol (MCP) endpoints and machine-readable product schemas enabling non-human AI buyer purchasing.
We prepare your e-commerce and digital service platform for the emerging machine-to-machine economy, where human shoppers delegate purchasing research and transactions to autonomous AI assistants. Our team engineers standardized Model Context Protocol (MCP) endpoints, machine-readable catalog schemas, and secure tokenized checkout flows that allow consumer software assistants to discover, verify, negotiate, and purchase your products programmatically without human friction or browser barriers.
By Ramzi Ahmad, founder
Typical timeline: 4 to 8 Weeks API architecture and validation. Quoted after a free call, with the price fixed in writing before work starts.
How Zebeh Executes This Service: Step-by-Step
No black-box ambiguity. Transparent sprint milestones with direct engineering review at every phase.
Architecture & Schema Design
We audit your product catalog and design machine-readable schemas optimized for LLM tool use.
MCP Server Development
We build secure, low-latency MCP server endpoints exposing inventory, pricing, and checkout tools.
Security & Sandbox Simulation
We test purchasing loops with synthetic buyer systems, enforcing spend limits and fraud gates.
Production Deployment & Specs
We deploy hardened endpoints, release machine-readable specs, and monitor traffic.
Exact Deliverables Included in the Agreement
Everything you receive upon completion. Zero hidden charges, zero surprise omissions.
Who It’s For
Ideal Client ProfileE-commerce retailers, booking platforms, hospitality providers, and SaaS businesses preparing for the next wave of non-human, AI-delegated purchasing volume.
Measurable Business Impact
Client outcomesYou own what we build
You own your digital assets. The source code, domain name, Google Workspace email accounts, Google Business Profile, and customer database belong to your company.
Frequently Asked Questions
What is the Model Context Protocol (MCP) and why is it important for commerce?
The Model Context Protocol is an open standard established by Anthropic that allows foundation models to interact directly with external databases and tools. By deploying an MCP commerce server, your store becomes a native tool that AI assistants can search, query, and transact with directly.
How are payments handled securely when an AI assistant initiates a purchase?
Transactions execute through tokenized payment delegation protocols such as Stripe Shared Customer Sessions. The human shopper pre-authorizes a cryptographic spend limit with their assistant, ensuring the model never accesses raw credit card numbers or exceeds authorized amounts.
Will deploying MCP endpoints interfere with our current human-facing website?
No. MCP endpoints operate as independent, lightweight API services running alongside your primary website, leaving human shopping flows, branding, and standard checkout experiences completely untouched.
Which AI assistants currently support MCP integrations?
MCP is natively supported across Claude Desktop and developer ecosystems, with rapid adoption across OpenAI tool-calling integrations, LangChain, and emerging autonomous consumer shopping platforms.
How much does this cost?
Every project is quoted after a free 30-minute consultation call, because precise scope and architecture drive cost. Zebeh operates with transparent pricing across three tiers: Starter for single-location businesses, Advanced for growing or multi-branch operations, and Custom for custom platforms. You receive a fixed, binding written quote with guaranteed milestones and deliverables before any work begins, and ongoing infrastructure maintenance is billed on a predictable monthly retainer.
How this page is put together
The scope, timeline and questions come from projects we have delivered. Any figure on this page comes from a linked case study and is the figure the client reported to us. We do not list prices because each project is quoted after a free call, with the price fixed in writing before work starts.
Ask about agent-to-agent commerce
A short question is enough. We reply by email, usually within one working day.
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