Inkumbulo

AI agents are brilliant, but they have a fatal flaw: they are forgetful.

Today, I’m excited to open the beta for Inkumbulo — the first dedicated Memory-as-a-Service (MaaS) built specifically for the Model Context Protocol (MCP).

While most systems struggle with context window limits, Inkumbulo provides persistent, semantically searchable memory. No vector databases to manage. No infrastructure to scale.