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MCP

A collection of 3 posts
What Actually Happens When an AI Agent Calls an MCP Tool
AI

What Actually Happens When an AI Agent Calls an MCP Tool

Your agent "used a tool." You watched it check the weather, query a database, or open a file, and it felt like magic. It isn't. Underneath that one line in the transcript is a small, boring, completely knowable exchange of JSON messages. Once you've
08 Jul 2026 4 min read
Less Dashboard, More Agent: Day-2 Ops with the Elestio MCP
AI

Less Dashboard, More Agent: Day-2 Ops with the Elestio MCP

I have a confession: I used to keep the Elestio dashboard pinned in a browser tab all day. Deploy something here, resize a database there, hunt through logs when a service started throwing 502s. It works. It is also a lot of clicking for things I could describe in one
24 Jun 2026 4 min read
How to Deploy Servers on Elestio with Claude (New MCP Connector)
MCP

How to Deploy Servers on Elestio with Claude (New MCP Connector)

There's a moment when you're running self-hosted infrastructure where you realize you spend more time tabbing between the chat with your AI and the dashboard of your provider than actually building. You ask Claude how to set up WordPress in Frankfurt, it gives you a
11 May 2026 5 min read
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