AI Agent Tools & MCP Servers
Letting AI use the software you already have
Your existing software opened up as tools an AI agent can call, without rewriting anything that already works.
Photo: Pexels / Pixabay 
Photo: francescobovolin / Pixabay
Selected work demonstrating this service.
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Designed a JSON passthrough from Postgres to API
Designed a JSON passthrough architecture where PostgreSQL functions return complete JSON forwarded verbatim by the Go API, eliminating intermediate unmarshalling and decoupling the frontend from schema changes.
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Moved slow work onto a River job queue
Moved slow work off the request path onto a River job queue — 15 worker modules, 8 scheduled tasks and 20 pg_cron jobs — so a request returns while the work behind it carries on.
If this is the work you need done, the next step is a conversation.
Tell us the problem and we will tell you honestly whether we are the right people.
