# Builder Platform

The Builder Platform is how you build your own things on MixShift: query your warehouse with SQL, call stable `/v1` data endpoints, run live operations on Amazon (including audited writes), read and extend your brand memory, and connect AI tools over MCP. One OAuth credential covers all of it, it is included with your MixShift subscription, and it is live with early partners now.

If you have ever wanted your data in your own dashboards, an automation in n8n or Make, a scheduled job that watches something overnight, or ChatGPT and Cursor answering from your real numbers, this is the surface for it. Full technical reference lives at [mcp.mixshift.io/developers](https://mcp.mixshift.io/developers); these articles are the plain-language map.

## The four surfaces

- **Warehouse SQL.** Read-only SQL against your own tenant database over HTTPS.
- **The `/v1` data plane.** Contract-stable endpoints for accounts, advertising performance, retail, and Brand Analytics.
- **Live Amazon operations.** Cataloged retail and advertising calls, reports, and audited writes, on the authorization you already have.
- **Brand memory.** The brand context your team maintains, plus the change log of what happened and why, readable and appendable from your own code.

All four are reachable over REST, and the same capabilities are exposed as MCP tools for AI clients.

## Getting started

- [Get access](/knowledge-base/builder-platform/getting-started/get-access)

## How to

- [Connect AI tools over MCP](/knowledge-base/builder-platform/how-to/connect-ai-tools-over-mcp)
- [Query the warehouse](/knowledge-base/builder-platform/how-to/query-the-warehouse)
- [Use the /v1 data endpoints](/knowledge-base/builder-platform/how-to/use-the-v1-endpoints)
- [Work with live Amazon operations](/knowledge-base/builder-platform/how-to/work-with-live-amazon-operations)
- [Work with brand memory](/knowledge-base/builder-platform/how-to/work-with-brand-memory)

## Reference

- [Limits and guardrails](/knowledge-base/builder-platform/reference/limits-and-guardrails)

## FAQ

- [Builder Platform FAQ](/knowledge-base/builder-platform/faq/faq)