Blog
AI wiki and MCP support for Code Review
Your codebase knowledge, everywhere you need it
Paul Sanglé-Ferrière
Jan 14, 2026
AI coding assistants are changing how we write code. But they're only as good as the context you give them.
Most of the time, that context lives in documentation that's either outdated, scattered across wikis and READMEs, or just not accessible from where you're actually working.
cubic's AI Wiki already solves half of this problem by generating documentation directly from your code.
Today we're shipping two features that solve the other half: keeping it fresh, and making it available wherever you need it.
Auto-refresh
Documentation drifts. The code changes, the update gets skipped, and a month later you're reading something that doesn't reflect reality anymore.
Auto-refresh fixes this. Set your wiki to regenerate weekly or monthly, and it stays in sync with your codebase automatically.
No reminders, no tickets, no "we should really update the docs" conversations.
MCP support
Your wiki is now available through MCP (Model Context Protocol). Claude Code, Cursor, Windsurf, and any other MCP-compatible tool can pull it directly.
This means your AI coding assistant has access to accurate, up-to-date documentation about your codebase while you work.
Not something you copy-pasted three prompts ago. Not whatever it can infer from file names. Actual structured documentation that reflects what the code does today.
Where this really helps
If you're working across multiple repositories, you've probably felt the pain of needing context from a service you're not currently in.
You're building a feature in one repo, but you need to understand an API or data model from another.
With MCP, your AI agent can query the wiki from that other repo directly. It can pull architecture docs, understand how systems connect, and give you better answers without you leaving your editor or hunting down the right README.
Get started
For auto-refresh, open the wiki sidebar and enable it. Pick weekly or monthly.
For MCP, go to Settings > Integrations. You can connect Cursor directly, or grab the config for Claude Code, Windsurf, or OpenCode.

