🎯 MCP is now more powerful and context-aware

:wave: Hi there!

We’ve got an exciting update for our MCP Product! :rocket:

In most of the industry, MCP tools only work for simple tasks like sending a Slack message or an email. :envelope_with_arrow: But when it comes to more complex actions—like adding a new row in Google Sheets—they often fail. :x:

Why does this happen?
Because the usual prompt is something like:
“Insert this sales lead into my sales sheet.”
But the LLM doesn’t know:
:white_check_mark: What your Google Sheet looks like
:white_check_mark: What your column names are
:white_check_mark: What your sheet is called

And if you try using auto-generated MCP or similar automation tools, they usually break, because they are not designed carefully for LLM.


:sparkles: Our Solution
We’ve added a mini agent inside MCP actions. :robot:

This agent first understands the goal, then explores your account to gather full context before taking any action. After that, it performs the execute the tool correctly! :white_check_mark:

It understands the context just like a human using the interface. It selects the right options, waits for new ones to load, and keeps going until everything is filled out.


:fire: Why does this matter?
It means MCP product become much stronger, which means Agents tools become way powerful at performing more complex tasks.


Note: The mini agents uses AI credits (gpto-mini) model to do necessary thinking, You can find them under AI usage table.

Happy Automating!
Hazem.

2 Likes