There has been some improvement in that area.
But at the end of the day, MCP is about making it easy/standard to pull in context from different sources. For example, to get logs from a CI run for my PR, or to look at jira tickets, or to interact with GitHub. Sure, a very simple
API baked into the model’s existing context is even better (Claude will just use the GH CLI for lots of stuff, no MCP there.)
MCP is literally just a way for end users to be able to quickly plug in to those ecosystems. Like, yeah, I could make some extra documentation about how to use my CI provider’s API, put an access token somewhere the agent can use… or I could just add the remote MCP and the agent has what it needs to figure out what the API looks like.
It also lets the provider (say, Jira) get some control over how models access your service instead of writing whatever API requests they feel like.
Like, MCP is really not that crazy. It’s just a somewhat standard way to make plugins for getting extra context. Sure, agents are good at writing with API requests, but they’re not so good at knowing why, when, or what to use.
People get worked up over the word “protocol” like it has to mean some kind of super advanced and clever transport-layer technology, but I digress :p