Doccupine launches AI-ready docs platform

Doccupine’s strongest pitch is that it treats documentation as a living product surface, not just a static site generator. The MCP support and BYO-model AI assistant make it especially interesting for teams trying to wire docs into AI workflows, but the licensing model is less open than the branding suggests.

• –The CLI + hosted platform combo covers both self-hosted control and managed convenience, which is a good wedge for developer teams.
• –MCP support is the standout feature: it lets tools like Cursor and Claude Code query docs directly instead of scraping them.
• –The visual editor and pending-changes workflow should help non-engineers contribute without touching raw Git.
• –The “open source” story is nuanced, since commercial hosting rights are reserved, so teams should read the license closely.
• –This feels more like an AI-native docs platform than a generic docs theme, which makes it more relevant than a typical Product Hunt launch.