This is great for normal "apps". We have a really deep need for a lower touch way for our users to interact with us agentically without setting up MCP. It'd be really great to have some sort of temporary session or out-of-band token storage available.

Here's our use case: During the sales cycle, the buyer and seller need to exchange a bunch of information then analyze it (which is increasingly agentic). The problem with MCP is the initial setup friction is far greater than users login in themselves and grabbing the information they need. MCPs are great for regular, frequent interactions - but create a lot of problems for these quick one-off sessions.

We'd really love a way to do something like this:

* In Claude: "Grab documents from X, Y, Z"

* Claude hits that website, it returns (1) basic usage information (2) a login link that the user can open in their browser

* User auths in their browser (annoying, but mindless)

* That callback returns a unique, short-lived, one-time token that gets exchanged on all future requests to the site.

Now, we can quickly auth users AND maintain a session state as they do things.

Fantastic news. Is there any communication between you folks and the Microsoft Entra (Azure AD) team? Would love to know if we can expect this soon or if will take a while.

Great work, thank you for doing this. Just so I understand, this isn't yet available yet, right? Still in SEP stage?

Anthropic is the only one with human readable tool names from the JUNE 2025 spec! So you guys are doing a great job and this is another example.

I'm just curious internally how you are seeing MCP adoption? It seems more and more connectors are created but are you seeing real adoption from users?