MCP Context Provider

This is a small helper program that keeps a set of rules and lessons for your AI, and hands them back at the start of each new chat. It is handy if you keep telling Claude the same things over and over, like how you want your files named or which mistakes to avoid. Instead of repeating yourself, you write the rules down once and they come back automatically.

What this MCP server does

You write down your rules once, in simple files on your computer. When you start a chat, the AI asks this helper for the rules that fit what you are doing. The helper looks through your rule files, picks the ones that match, and sends them back. The AI then follows those rules as if you had just typed them. Over time you can also save short lessons learned from past sessions, and the helper keeps track of how reliable each lesson seems.

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What you can do with it

• Keep a permanent set of rules for a tool, like git or a coding style
• Get the right rules back automatically when you start a new chat
• Save short lessons learned from past sessions and reuse them later
• Approve, reject, or adjust how much you trust each saved lesson
• Fix common typos or mistakes in text using your own correction patterns
• See a list of all your rules and lessons with their confidence scores
• Import a set of lessons from another computer without overwriting what you have

Try asking your AI

• “What rules do you have for git commits?”
• “Show me all my saved instincts and how confident you are in each one”
• “Apply my auto corrections to this paragraph”
• “Build the full context and instincts payload for a git workflow”

What it gives back to you

You get back plain text in the chat. Sometimes it is a list of rules or lessons with short descriptions and confidence scores. Sometimes it is the corrected version of a piece of text you gave it. Sometimes it is just a short answer telling you which rules apply right now. Nothing is changed on your computer unless you run a command yourself.

Before you start

Who it's for

People who use Claude often for the same kind of work and are tired of repeating the same instructions every time.