Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
MCP book-writing server: 81 classics, genre recipes, drafting pipelines.
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Works in Claude on the web, desktop and mobile:
https://mcp.proseify.xyz/mcpRun this in your terminal
claude mcp add --transport http proseify https://mcp.proseify.xyz/mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"proseify": {
"url": "https://mcp.proseify.xyz/mcp"
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
Paste into .vscode/mcp.json in your project
{
"servers": {
"proseify": {
"type": "http",
"url": "https://mcp.proseify.xyz/mcp"
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
ChatGPT connects only to servers on the internet:
https://mcp.proseify.xyz/mcpMenu names can differ slightly by plan and over time.
Your choice stays on this device in a cookie; no account needed.
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We have not read this server’s tool list yet; we check endpoints in rotation.
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 7, 2026
The registry name was verified with the GitHub account Dionisselami, which owns the repo
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Not checked yet; we check endpoints in rotation
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It runs in the maker’s cloud. Connect over the internet with nothing to install, but what you send passes through the maker’s servers.
The GitHub repo last changed –, and the latest version (1.0.0) reached the registry 2 months ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT in developer mode.
In the same category: Spec Driven Development, Remote Desktop Commander, Asset Notation
Servers in the same category from other makers, sorted by stars.
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MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.
Read and maintain an Asset Notation file on disk: net worth, holdings, valuations, CSV import.
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Proseify is a hosted MCP (Model Context Protocol) server that turns Claude Code, Codex, Cursor, or any MCP client into a disciplined book-writing machine — grounded in real literature instead of generic model defaults.
Give it a one-line premise. It picks the right genre recipe, pulls model passages from a curated public-domain library, plans the outline, drafts chapter by chapter, and scores its own work. You get a manuscript you can actually edit, not 40 pages of "it was a dark and stormy night."
🔗 Website & key issuance: https://proseify.xyz
Most "AI writes a book" tools generate immediately. The output reads the same way regardless of what you asked for — the same sentence lengths, the same dialogue rhythm, the same endings.
Proseify flips the order:
premise → genre recipe → corpus passages → outline → chapter drafts → scored revision
The genre recipe is derived from the actual tradition — pacing beats, dialogue ratio, sentence-length profile, how endings are handled. The agent reads it *before* touching prose. That single ordering decision is the difference between a horror book that reads like the gothic tradition and a horror book that reads like ChatGPT.
| Tool | What it does |
|---|---|
list_genres | 11 genres, growing library of books (theatre, horror, romance, adventure, literary, and more) |
search_corpus | Full-text search across all chapters, with FTS5 syntax (quotes, AND/OR/NOT, wildcards) |
get_genre_recipe | Pacing beats, dialogue ratio, and stylistic anchors derived from the tradition |
get_style_references | Model passages from books matching a genre — the register you're aiming for |
plan_book | Full chapter-by-chapter outline from a one-line premise |
write_book | The one-shot flow: plan → draft → evaluate, all in one session |
evaluate_book | Scores a drafted book against genre benchmarks so weak chapters get revised |
…plus supporting tools for chapter retrieval and corpus metadata.
Sign in at https://proseify.xyz (Google / GitHub / magic link), pick a plan. Monthly from $9, or one-time Founding Lifetime. Your key is issued the moment the purchase clears.
{
"mcpServers": { "proseify": { "type": "http", "url": "https://mcp.proseify.xyz/mcp", "headers": { "Authorization": "Bearer YOUR_KEY" } } } }
(Use the client's native MCP config format for your agent — see the Agent SDK page for a filled-in block.)
npx skills add https://proseify.xyz --skill anti-prose-slop -y
The anti-prose-slop skill gives the agent the *writing workflow* — genre recipe first, corpus grounding, chapter discipline, and a per-chapter anti-slop editing pass — instead of just raw tool access.
Tell the agent a premise:
"I want a gothic horror novel about a lighthouse keeper finding a body that
shouldn't exist. 32 chapters. Budget 50,000 words."
The agent picks the right recipe, searches the corpus for register, plans, drafts, scores, and revises. You edit what it returns.
a growing library of books / 11 genres, drawn from Project Gutenberg and similar public-domain collections — all verified against their original headers, so there is no copyright ambiguity anywhere in the library. Commercial use of output built on it is safe.
A partial list: works from Austen, Stevenson, Hugo,conrad, Verne, the Brontës, Shelley, gothic masters, and more — selected, grouped by genre, and indexed for search.
Because the failure mode of AI-written prose isn't bad grammar — models are word-perfect. It's *sameness*: "seemed to", "began to", stacked adverbs, repeated sentence constructions, filter words, dialogue-as-exposition, chapter openings that always start with weather. The skill that ships with Proseify has a concrete per-chapter checklist against each of these, and evaluate_book scores the result against genre norms so the agent can self-revise rather than ship its first pass.
| Plan | Price | Requests |
|---|---|---|
| Starter | $9/mo | 120 req/min |
| Pro | $19/mo | 400 req/min |
| Studio | $49/mo | 9999 req/min |
| Founding Lifetime | one-time | 400 req/min, all genres |
Cancel any time from your account (opens our payment provider's customer portal, signed in as you). See the refund policy for the 14-day money-back window.
MIT — see LICENSE. The public-domain corpus texts themselves are public domain (mostly Project Gutenberg-sourced).
io.github.Dionisselami/proseify-mcp