slop-chop MCP server

slop-chop is a small tool that spots the fingerprints AI writing leaves behind, like em-dashes, words such as "leverage" and "comprehensive", and openers like "In summary". It then rewrites the text so it reads like a person wrote it. It is handy for anyone who drafts emails, docs, or posts with an AI and wants the result to sound human.

What this MCP server does

You give your AI some text, maybe a paragraph you wrote or one it drafted for you. The AI sends that text to slop-chop through this helper. slop-chop runs its rules over the text, swapping out the tells it knows and flagging the ones it cannot fix on its own. Then it sends the cleaned text and a list of what it changed back to your AI, which shows it to you in the chat.

What you can do with it

• Clean up a draft so it stops sounding like a chatbot
• Score how densely a piece of text carries AI writing patterns
• Flag specific words and phrases you want to avoid
• Enforce one spelling style, like American or British English
• Check several files at once and list what it found
• Use your own list of words and patterns to cut

Try asking your AI

• “Clean the slop out of this paragraph and show me what you changed”
• “Score this draft and tell me which parts read the most robotic”
• “Rewrite this so it does not use em-dashes or the word leverage”
• “Check my intro and tell me what tells you found”
• “Fix the spelling to British English in this text”

What it gives back to you

You get back the cleaned text, ready to copy. You also get a list of findings, each one showing the rule that fired, the text it matched, and what it was replaced with. If you asked for a score, you get a number from 0 to 100 with a plain label like clean, mixed, or dense. Everything shows up right in the chat.

Before you start

Who it's for

Writers, editors, marketers, and anyone who drafts with AI and wants the final text to sound like a person wrote it.

Jobs it suits