AI Customer Support Agents
Claude Code MCP Servers
A working demo of Claude Code connected to dozens of live tools at once through MCP, turned into a single command center for running a business.
Client — Tomide Williams (personal system)
01The brief
The problem
Claude Code is powerful on its own, but most of the actual work in my business happens inside other tools: Gmail, GoHighLevel, ClickUp, Supabase, Figma, and a dozen more.
Every one of those tools lived in its own tab, with no way for Claude Code to reach into them directly. Anything it needed to know had to be copied in by hand, and anything it produced had to be copied back out.
I wanted to see what happens when Claude Code can reach all of those tools directly instead of me sitting in the middle, moving data back and forth.
02Implementation plan
From brief to build
How we turned the client's challenge into a system their team actually uses.
Map the real toolset
Listed every tool actually used day to day: CRM, project management, databases, design, ad platforms, and communication tools.
Connect each one through MCP
Set up Model Context Protocol servers for each tool, giving Claude Code direct, permissioned access instead of manual exports and copy-paste.
Test real, multi-step tasks
Ran genuine workflows across tools, like pulling a lead from GoHighLevel, enriching it, and logging it in ClickUp, to prove the connections hold up under real use.
Document the pattern
Turned the working setup into a repeatable pattern so any new tool can be connected the same way in minutes, not hours.
03Before & After
What changed
Before
- Every tool lived in its own tab, with no way for one to talk to another without manual work.
- Moving information between systems meant exporting, copying, and re-entering the same data more than once.
- Multi-step tasks that touched several tools took far longer than the actual thinking involved.
After
- Claude Code reaches every connected tool directly, reading and writing without manual handoffs.
- Multi-step, multi-tool tasks that used to take many minutes of switching now run in a single request.
- Adding a new tool to the setup is now a repeatable, documented process instead of a one-off project.
04Why this approach
Most AI tools are only as useful as the data you manually feed them. Claude Code was capable, but it was working blind to almost everything happening in the actual business.
Connecting it directly to the real tools through MCP removed that bottleneck. It now works with live data in the systems that actually run the business, instead of static exports that go stale the moment they're pulled.
That also made the setup reusable. Once one tool was connected, the pattern for connecting the next one was already proven.
05Impact & benefits
Dozens of tools now work through one interface, cutting out the manual copy-paste that used to sit between almost every task.
Connected MCP servers
25+
Manual data transfer
Removed
New tool setup
Minutes, not hours
One interface for tools that used to require constant tab-switching.
Multi-tool tasks run end to end instead of stalling at every handoff.
A repeatable pattern for connecting any new tool that comes along.
Live data instead of stale exports, so decisions use current information.
Less time spent moving information, more time spent using it.
06Business outcomes
Business outcomes
Direct, permissioned access to dozens of business tools from one place.
Multi-step tasks that cross several systems run in a single request.
A documented, repeatable pattern for connecting any new tool.
No manual export or re-entry of data between systems.
Works with live data instead of periodic exports.
Scales to new tools without rebuilding the setup from scratch.
07Built with
Tools & capabilities
Claude Code
n8n
Supabase
GoHighLevelFigma