API or MCP? When the CLI Just Works Better
The MCP protocol promises unified tool access for AI agents, but sometimes a plain API call or CLI command is more reliable. What does that tell us about MCP's maturity?
Tag
architecture
5 posts
Why I Run Two MCP Aggregators (And You Might Want To)
A walkthrough of the two-tier MCP aggregation architecture I use to keep my agentic AI setup portable, remotely accessible, and free from tool bloat.
Personalised AI: a proposal for proactive, interview-based context generation
An architecture proposal for generating personalised AI context through deliberate interview-driven workflows rather than passive data collection.
MCP gateway model: notes on a better architecture for MCP management
Planning notes and sketches for an MCP gateway architecture that aggregates servers into LAN and WAN gateways.
Visualising the symphony of agentic AI architecture
A framework-agnostic data model and interactive visualization mapping every layer of a production agentic AI system.