Platform components
API & MCP Server Build
We design and build REST APIs and Model Context Protocol (MCP) servers that expose your data and tools to AI assistants and other software directly — not just through a human clicking a UI.
1. What we build
Structured, documented REST/JSON APIs for your data — public or authenticated — and MCP server integrations that let AI assistants like Claude query or act on your systems directly. This is the same pattern behind USAnaru™'s school directory and MyGeneLog's genetics database, both with public JSON APIs and MCP support.
2. Built for both humans and agents
APIs are documented and versioned like any production API, and MCP servers follow the same interface conventions so an AI agent can discover and use your tools correctly on the first try, not after trial and error. As more software gets operated by agents on people's behalf, a clean machine interface — not just a web UI — is becoming table stakes, not an experiment.
3. Pricing
On its own, an API + MCP server starts at $3,500, including API keys and usage tiers so you can sell access to your data. It's included in the Growth package.
Frequently asked questions
What is MCP (Model Context Protocol)?+
MCP is a standard way for AI assistants like Claude to connect to external tools and data sources directly, instead of only through a web page. An MCP server you own lets AI tools query or use your systems with your explicit permission.
Do I need an existing API before adding MCP support?+
No — we can build both together, or add an MCP layer on top of an API you already have.
Is this only useful for developer-facing products?+
No. USAnaru™ (school information) and MyGeneLog (genetics data) both use this for general consumer-facing products — the benefit applies to any structured information, not just developer tools.
Have data your business isn't using yet?
Tell us what your business does and what data you have — we'll tell you plainly whether a platform makes sense and what it would take.
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