# Prose Coach MCP server

Deterministic writing filter. Marks 43 AI patterns with the line and the fix.

## Links
- Registry page: https://www.getdrio.com/mcp/coach-prose-prose-coach

## Install
- Endpoint: https://www.prose.coach/mcp
- Auth: Not captured

## Setup notes
- Remote endpoint: https://www.prose.coach/mcp

## Tools
- scan_draft (Scan a draft for AI writing patterns) - 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. Endpoint: https://www.prose.coach/mcp

## Resources
Not captured

## Prompts
- scan - Scan a draft for AI writing patterns Measure a draft against the Prose Coach scanner and report every finding with the line that triggered it. Does not edit the draft. Arguments: draft
- polish - Polish a draft until it clears Run scan_draft, apply the findings one at a time, then re-scan the revision to confirm the patterns are gone. Arguments: content_type, draft

## Metadata
- Owner: coach.prose
- Version: 1.3.3
- Runtime: Streamable Http
- Transports: HTTP
- License: Not captured
- Language: Not captured
- Stars: Not captured
- Updated: Aug 4, 2026
- Source: https://registry.modelcontextprotocol.io