Automation & MCP
· Part of AI & Inference InfrastructureWorkflows that don't need human babysitting.
Agencies scaling client operations hit the same wall: too much manual admin, too many tools that don't talk to each other. We reduce repeated manual work with practical automation, integration design, and MCP servers that make your tools reusable across every assistant you run.
Starts withworkflow audit
Typical savings6–20 hrs / week
Stackn8n · custom · MCP
Outcomereusable components
MCP architecture
A single MCP layer. Every tool. Every assistant.
Clients
Claude · Cursor
Internal tools
CLI & agents
→
MCP bridge
Auth · scope
Observability
Rate limits
→
Your systems
CRM · billing
Files · DB
Internal APIs
Outcomes
What you get, in plain language.
01
Reduce manual admin
Identify repeated work and replace it with small, reliable automations.
02
Improve visibility
Logs, status, and handoffs you can actually see across systems.
03
Repeatable workflows
Named, versioned, documented — not tribal knowledge in someone's head.
04
Future-ready base
An MCP layer means the next AI tool plugs in — without rebuilding integrations.
Typical projects
Things we've actually built.
- Booking-form-to-dispatch pipeline for a limo company · 14 hrs / wk saved
- MCP server wrapping a legacy PHP backoffice · used by 3 internal agents
- Invoice-to-reconciliation automation for an agency · 96% match rate
- Customer-support triage bot with handback-to-human · p95 1.2s response
- Multi-site WordPress content sync via MCP · replaces 4 copy-paste flows
Have a workflow that keeps breaking?
Describe it. We'll tell you if it's an automation candidate, an MCP candidate, or if it's really a different problem wearing a workflow costume.