Blog

Product updates, developer guides, and engineering insights from the Aiqbee team.
Engineering
21 March 2026
8 min read

MCP Is Not Dead: Why Tool Discovery and Interoperability Still Matter

The "MCP is dead" narrative misses the point. Token costs are real, but so is the value of dynamic tool discovery, multi-tool interoperability, and standardised enterprise access control. Here is our take.

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Product
21 March 2026
5 min read
Introducing Service Accounts: Programmatic Access to AI Memory

Service accounts bring OAuth2 client credentials to Aiqbee, enabling CI/CD pipelines, Slack bots, and headless AI agents to access your Brains programmatically without interactive login.

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Product
20 March 2026
6 min read
Aiqbee for VS Code: Browse Brains and Connect MCP Without Leaving Your Editor

The Aiqbee MCP Brains extension for VS Code lets you browse knowledge graphs, visualise connections, and connect Brains to Claude Code, Cursor, and Copilot with one click.

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Guide
18 March 2026
4 min read
One-Click MCP Config: Connect Claude Code, Cursor, and Copilot in 60 Seconds

A step-by-step guide to connecting your AI coding assistant to Aiqbee Brains via MCP. One line of config gives your AI persistent, shared memory about your codebase.

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