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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Migrated the API to Huma v2 at 100% parity
Migrated the HTTP API from Fiber to Huma v2 — 649 paths and 760 operations — reaching and holding 100% parity between the routes the server registers and the OpenAPI description it publishes.
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Built the operator back‑office for the platform
Built the operator back‑office — around 40 admin routes and 128 components covering claims, moderation, feature flags, cache and diagnostics — so the platform can be run without database access.
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.
