Toolaria

The multi-tenant capability layer for AI agents. Open source · building in public 🛠️

[Toolaria @Toolaria]

I got tired of watching teams rebuild this, so I'm building the missing layer: one MCP server that gives any framework memory, skills & search — with multi-tenancy built in.

Going to share the whole build here. Follow @Toolaria if that's your problem too.

[Toolaria @Toolaria]

You can build an AI agent in an afternoon.

Shipping it to your customers' users takes 3 months.

The wall nobody warns you about isn't the model. It's multi-tenancy. 🧵

[Toolaria @Toolaria]

None of those tools model your customers' customers.

They isolate at ONE level: you, the developer.

The developer → customer → user hierarchy? You build it by hand. Row-level security, scoped tokens, memory namespaces. Months. Every single time.