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Prose Coach MCP Server認証済み注目

@prose.coach

基本情報

トランスポート

Streamable HTTP

認証方式

不要

カテゴリ

生産性

作者

prose.coach

投稿者

Kyle

Prose Coach MCP Server について

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.

接続情報

https://www.prose.coach/mcp

セットアップ

claude mcp add prose-coach --transport http https://www.prose.coach/mcp

Prose Coach MCP Server のツール

1

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.

概要

AI gets a draft moving. It also reaches for the same moves across every draft.

Prose Coach is a deterministic writing filter that marks 43 of those moves. A fixed rule set runs over your text and flags what's there. Some findings are vocabulary. Most are structural: a triplet where two items would do, or a closer that just restates the paragraph above it. Density gets scored against an accumulation threshold, because one marker is noise and six is a habit.

Every finding quotes the sentence that triggered it and attaches the fix. Two runs on the same text return the same findings, because no language model reads what you wrote.

What it doesn't do

It doesn't score your draft for AI, and it doesn't hand back a laundered version you have to trust. Detection scores are probabilistic and can't be checked against anything. The revision happens in your own client. A finding quotes your sentence and names the rule behind it, then your model makes that edit while you watch it happen.

Tools

ToolTierWhat it returns
scan_draftFreeEvery finding with the line quoted and the fix attached
coach_draftPROThe scan, plus the written rule behind each finding, the scope map for your content type, and the judgment layers
verify_revisionPROA before-and-after diff: patterns resolved, reduced, still present, or newly introduced

Two prompts ship alongside them, scan and polish.

Tiers

FREE runs all 43 patterns at three drafts a day, 12,000 characters per request. Re-scanning a draft after edits doesn't count against the limit.

PRO is $5 a month or $50 a year. The daily limit comes off, requests go to 200,000 characters, and coach_draft tells your model which revision passes to run and what to leave alone.

Connect

One URL, about two minutes:

https://www.prose.coach/mcp

Per-client setup lives at prose.coach/connect. A browser scanner at prose.coach runs the same engine if you want to try it before connecting anything.

よくある質問

1

Prose Coach のリモート MCP サーバーとは何ですか?

Prose Coach のリモート MCP サーバーは、https://www.prose.coach/mcp にホストされた Model Context Protocol エンドポイントです。AI アシスタントはローカルに何もインストール・実行することなく接続できます。

2

Prose Coach の MCP サーバーにはどう接続しますか?

エンドポイント https://www.prose.coach/mcp を Claude Code、Cursor、VS Code など任意の MCP 対応クライアントに追加してください。このページのセットアップ手順で各クライアントを一度に設定できます。

3

Prose Coach の MCP サーバーは認証が必要ですか?

いいえ。Prose Coach の MCP サーバーは認証不要です——エンドポイント URL で直接接続できます。

4

Prose Coach の MCP サーバーはどのトランスポートを使用しますか?

Prose Coach は Streamable HTTP エンドポイントを公開しており、これはリモート MCP サーバーで広く使われ、主要な MCP クライアントがサポートするトランスポートです。

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