.. _ref_usage_examples:
Usage examples: Videos
======================
Watch videos demonstrating PyMAPDL-MCP usage in real-world scenarios.
Main features
-------------
The following video demonstrates PyMAPDL-MCP's main features in action.
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Video of PyMAPDL-MCP's main features
Answer questions
----------------
The following video shows how an LLM answers MAPDL questions and uses PyMAPDL-MCP tools to verify answers.
It demonstrates the reading of a CSV file in MAPDL.
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PyMAPDL-MCP video showing how to read a CSV file in MAPDL
Fix bugs
--------
The following video shows how PyMAPDL-MCP automates debugging and error correction in MAPDL workflows.
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PyMAPDL-MCP video showing bug fixing