WELLINGTON, New Zealand - s4story -- Aiqbee, the enterprise AI memory platform, today announced the invitation-based launch of Aiqbee Hive Server — a self-hosted AI knowledge server that gives organisations persistent, shared memory across any AI tool.

"Most enterprise AI context is trapped in individual chat sessions. Hive Server puts organisational knowledge where it belongs — under your control, on your infrastructure, available to every AI tool your teams use."

— Sean Davidson, CEO and Co-founder of Aiqbee

Key Capabilities

Hive Server delivers GraphRAG-powered knowledge graphs with full create, read, update, and search operations accessible to any MCP-compatible AI client. Organisations retain complete data sovereignty with on-premise or private cloud deployment, while team-based access controls with role permissions ensure the right people access the right knowledge.

Brains built on Hive Server can be exported and published to the Aiqbee Marketplace at aiqbee.com, enabling knowledge sharing and commercialisation. The platform is vendor-agnostic by design, working with any AI assistant that supports the open MCP standard.

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Why It Matters

The Model Context Protocol is rapidly becoming the standard interface between AI tools and external data. Aiqbee Hive Server is among the first products purpose-built to serve enterprise knowledge graphs natively through MCP — giving organisations a way to make their collective intelligence available to any AI tool without vendor lock-in.

For regulated industries — financial services, healthcare, government, and legal — Hive Server addresses the critical requirement of keeping sensitive organisational knowledge within controlled infrastructure while still enabling AI-assisted workflows.

Availability

Aiqbee Hive Server is available now on an invitation basis. Organisations can also access Aiqbee's knowledge graph platform as a fully managed SaaS at aiqbee.com.

To register interest in Hive Server, visit https://www.aiqbee.com.

About Aiqbee

Aiqbee is an AI memory platform that provides organisational knowledge to any large language model using GraphRAG technology. Founded in 2024 and headquartered in Wellington, New Zealand, Aiqbee's platform structures knowledge as interconnected graphs — Brains, Neurons, and Synapses — enabling AI tools to reason over relationships rather than simply retrieve documents. Available as SaaS or self-hosted via Hive Server.