MCP server development for Memphis — give AI structured access to your business.

Stop pasting data into chat windows. We build MCP servers that let your Memphis business's AI assistants query real data, trigger real workflows, and respect real permissions — every time.

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                    ★ 5.0 rating  |  25+ years  |  200+ clients served  | 
                    ● Available Q3 2026
                

// the brief

AI without structured access to your data is theatre. We build the infrastructure that makes it useful.

MCP — the Model Context Protocol — is the open standard from Anthropic that defines how AI assistants talk to external systems. A custom MCP server for your Memphis business turns generic AI into something with structured access to your real records.

// what we deliver

MCP server features available in Memphis

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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// mcp server development · memphis

Ready to give AI a real bridge to your Memphis business?

A direct conversation about what you'd want an AI assistant to actually do — no forms, no funnels. Tell us the workflow and we'll tell you whether MCP is the right tool.

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