MCP server development for Clayton — give AI structured access to your business.
Stop pasting data into chat windows. We build MCP servers that let your Clayton business's AI assistants query real data, trigger real workflows, and respect real permissions — every time.
Clayton businesses adopting AI need a real bridge to their data, not another chatbot pretending to know.
Without an MCP server, every AI session for your Clayton team starts from zero — copy data in, hope it's complete, take whatever the model returns. Audit trail? None. Persistent context? None. Permissions? None.
What we build into a Clayton MCP server
Tool Definitions
Hand-crafted tool schemas the AI invokes by name — clear inputs, predictable outputs, and the input validation that stops the model fabricating arguments.
Resource Exposure
Database tables, document stores, and knowledge bases exposed as MCP resources the AI can read on demand — scoped to what the user is allowed to see.
Authentication & Scopes
OAuth, API keys, and per-user scoping so the AI inherits the caller's permissions — never elevated, never bypassed, always traceable.
Audit Logging
Every tool call recorded — who, what, when, why. The audit trail you'll need the first time someone asks 'what did the AI do?'
Rate Limiting
Per-tool, per-user, per-session quotas that prevent runaway costs and keep your downstream systems out of overload territory.
Error Handling & Retries
Structured errors the model can recover from gracefully — not opaque 500s that derail multi-step workflows.
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Stop pasting data into chat windows — let's build something better for your Clayton team.
No automated follow-ups. Describe the AI feature you have in mind, the data behind it, and we'll tell you how we'd approach building it properly.
Interested in MCP Server Development?
Most projects start with a 15-minute conversation. No pitch — just a straight look at what you need and whether we’re the right fit.