Prose Coach
About
Deterministic writing filter. 43 AI patterns marked, each quoting the line that triggered it and attaching the fix. Connects as a remote MCP server at one URL. The free tier runs 3 drafts a day at 12,000 characters, no a
Details
- Author
- prose.coach
- Downloads
- 268
- Transport
- SSE
- Categories
- Productivity
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Setting up with Highlight
This MCP is not yet compatible with Highlight’s one-click setup. However, you can still use it with Highlight by following these steps:
- Download and install Highlight from highlightai.com/download
- Navigate to the plugins tab and select "Add Custom Plugin"
-
Configure the plugin with the settings below
Plugin Name
Prose CoachCommand (node, npx, python, etc.)Please refer to the README for specific instructions on how to obtain API keys or other required environment variables.
- Enable "Start Automatically" if you want the plugin to start when Highlight launches
From the repository
{
"mcpServers": {
"prose-coach": {
"type": "http",
"url": "https://www.prose.coach/mcp"
}
}
}
scan_draft
Scan a draft for the patterns that make writing read as AI-generated: banned vocabulary, structural tells (triplets, negation formulas, summary closers, colon chains, flat rhythm), and pattern density scored against the accumulation threshold. Deterministic — the same text always returns the same findings. Run this before showing the user any outward-facing draft: an email, a post, a cover letter, marketing copy, a blog article. Returns each finding with the evidence quoted from the text and the fix.
Claude Desktop / Cursor
Paste into your MCP client config file to install this server.
{
"mcpServers": {
"prose coach": {
"prose-coach": {
"type": "http",
"url": "https://www.prose.coach/mcp"
}
}
}
}McpServers
{
"prose-coach": {
"type": "http",
"url": "https://www.prose.coach/mcp"
}
}Deterministic writing filter. 43 AI patterns marked, each quoting the line that triggered it and attaching the fix. Connects as a remote MCP server at one URL. The free tier runs 3 drafts a day at 12,000 characters, no account needed.
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