Owned tooling
Agent tooling
MCP servers that put licensed company data straight into an agent's hands.
An agent is only as useful as the things it can actually reach.
A model with a good question and no access to the answer is a search box with extra steps. This is the other half: the data an analyst would licence anyway, exposed to an agent as tools it can call directly, so the research happens in one place instead of being copied between a browser and a chat window.
- Status
- In use
- Shape
- MCP servers over licensed data APIs
- Access
- Read-only, by design
What it does
Company intelligence — profiles, filed financials, funding, directors, shareholdings, corporate structure — becomes a set of tools an agent can call while it works. The tools are generated from the provider's own API specification rather than hand-written around it, which is the difference between an integration that stays correct and one that silently drifts the next time the provider ships a change.
Everything is read-only. There is nothing here that can write to a system of record, which is a deliberate limit rather than an unfinished edge: the value is in an agent being able to look something up mid-thought, and none of that requires the right to change anything.
Want this shape of work?
Every project here took the same path: proven fast, hardened through an automated pipeline, then owned for its life. If that is the shape of the problem you have, the fastest way to find out is a conversation.