A chat model has no hands. MCP is the standard plug that gives it tools.
I kept asking the AI to do things it had no way to reach — read my Notion, touch my files, hit a database. It's not stubborn; it simply has no tools until you hand it some. The concept that fixed my mental model: MCP — a standard plug. One protocol, and any compliant tool snaps in.
I tested wiring an MCP server through a single config file — a filesystem server so it could read my project, and a Notion server behind an environment secret so it could actually reach my workspace.
The standard plug. One config, real tools, and secrets passed by reference instead of pasted in. Read-only by default kept the first connection safe.
Assuming a chat model could already touch my data. Until you plug something in, it's guessing about a room it can't enter.
The model isn't dumb, it's unplugged. MCP is the socket; you decide what gets wired in.