> For the complete documentation index, see [llms.txt](https://kvants.gitbook.io/kvants-whitepaper/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://kvants.gitbook.io/kvants-whitepaper/the-mcp-agent-surface.md).

# The MCP Agent Surface

A programmable research surface for building, backtesting, inspecting, and analyzing strategies.

{% hint style="warning" %}
Kvants is not the custodian, broker, order router, or execution operator. Any live execution runs entirely on infrastructure you own and control, with credentials only you hold. Feature availability depends on your jurisdiction, and no part of this design is a claim that your use of it is exempt from the laws that apply to you.
{% endhint %}

This section frames the workflow in terms of visible controls, user choices, and documented limits. Capabilities are described as software tools that the user directs and reviews.

![The MCP Agent Surface](https://raw.githubusercontent.com/KvantsPlatform/kvants-whitepaper-assets/main/assets/dashboard-mcp.png)

*The MCP dashboard exposes programmable access for strategy research.*