[BadCase about the model]: MiniMax M2 sometime doesn't pick the result of the MCP (in Cursor)

Basic Information - Models Used

MiniMax-M2

Basic Information - Scenario Description

MiniMax M2 doesn't pick the result of MCP after it's being called:

Is this badcase known and solvable?

• I have followed the GitHub README of the model and found no duplicates in existing issues.
• I have checked Minimax documentation and found no solution.

Information about environment

OS: MAC Tahoe 26.1
Python: 3.12
IDE: Cursor Version: 2.2.0-pre.31.patch.0

Call & Execution Information

Call type: MCP call via Cursor

What it send:
{
"prompt": "Please analyze this image and describe what you see. What is the main content, visual elements, text, or any important details?",
"image_source": "https://pbs.twimg.com/media/G7lGwQCa8AAk2hl?format=jpg&name=large"
}

Description

Steps to reproduce

The bug can be reproduced with the following steps:

1. use Cursor the nightly version
2. use this prompt
   help me to understand about this image https://pbs.twimg.com/media/G7lGwQCa8AAk2hl?format=jpg&name=large

Expected behavior

The results are expected to be: after receiving the result tools, it should follow the result.

Actual behavior

The actual outputs are as follows: after the tools complete, the model might didn't pick it up

and event it trying to download it, which is wrong.

I'm testing with other model like Opus 4.5 or sonnet 4.5 , it can utilize the MCP of minimax coding correctly.

Error logs

The error logs are as follows:

No Error log

Start by reproducing the MCP call in Cursor using the listed image prompt and environment, then compare the tool result with the model's subsequent response. The issue names no repository files or tests, so identify the MCP entry point handling the call before determining what a correct result handoff should be. Done means the model consistently uses the completed tool result rather than attempting to download the image.