Small, clear scope
One problem, one data source, one visible result.
MCP Servers & AI Integrations
I build MCP servers and reliable API integrations that connect AI assistants to real data and business workflows. Explore selected working demonstrations.
Personal projects, tested locally.
Selected working demonstrations
How I work
Tested on real data
Wherever possible, demos use real services and real data; anything simulated is clearly labelled.
Honest about limits
Each project says clearly what it does not do yet.