Agent Skill Loader MCP server

This is a small helper that connects your AI assistant to a folder of skill files you already have. A skill is just a plain text file with instructions, like a recipe for a certain task. If you keep a library of these and want your AI to actually use them, this makes that happen.

What this MCP server does

You ask your AI to do something, like write a certain kind of report. The AI uses this helper to scan the folders where your skill files live. The helper finds a matching skill and hands its instructions back to the AI. The AI then follows those instructions to answer you. If you add a new skill file later, the helper notices and tells your AI it is there.

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What you can do with it

• List all the skills available in your folders
• Search your skills by name or description
• Read the full instructions of one skill
• Save a skill permanently into your project folder
• Add or remove skill folders while the AI is running
• Check which folders are being scanned and spot problems
• Use a skill directly as a slash command in some apps

Try asking your AI

• “I need to write a DAX measure but I'm not sure about the best practices.”
• “What skills do I have for writing reports?”
• “Show me the instructions in my writing-dax-measures skill.”
• “Add my F drive skills folder to the list and tell me what you find.”

What it gives back to you

You get answers in the chat that follow your own skill instructions, so they match how you like things done. If you ask for a list, you get a simple list of skill names and short descriptions. If you ask to read one, you see its full text. When you add or remove a folder, you get a short confirmation.

Before you start

Who it's for

People who already keep a personal library of Claude Code skills and want their AI assistant to use them without manual copying.