Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
作者提供的说明(英文原文)
Your writing voice measured across 45 attributes; drafts in that voice, scored against it.
这三项永远不会合并成一个分数:意见、测量和人气是不同的东西。
我们还没有为它写通俗的介绍。下面是我们从注册中心读取到的事实。
选择你使用的 AI 应用,然后复制设置。
Authorization标为机密的值是你账户的钥匙。千万不要分享给别人,也不要粘贴到聊天里。
你需要
你用的是哪个应用?
在上方选择你的应用。我们会记住它,下次按钮会显示“安装到 …”。
这个地址需要在请求的 header 中放入密钥,而添加连接器的菜单无法设置。请改用 Claude Code、Cursor 或 VS Code。
在终端中运行这条命令
claude mcp add --transport http scriptgrain https://mcp.scriptgrain.com/mcp --header 'Authorization: your-value'运行前请先填写空着的值。
粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"scriptgrain": {
"url": "https://mcp.scriptgrain.com/mcp",
"headers": {
"Authorization": "your-value"
}
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
粘贴到项目中的 .vscode/mcp.json
{
"servers": {
"scriptgrain": {
"type": "http",
"url": "https://mcp.scriptgrain.com/mcp",
"headers": {
"Authorization": "your-value"
}
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
这个地址需要在请求的 header 中放入密钥,而添加连接器的菜单无法设置。请改用 Claude Code、Cursor 或 VS Code。
你的选择通过 Cookie 保存在这台设备上,无需账户。
Authorization 机密 HTTP header这些设置是根据作者在注册中心的条目生成的。如果 README 的写法不同,请以 README 为准。
我们还没有读取这个服务器的工具列表;我们会轮流检查各个端点。
我们检查的是任何人都能看到的信息;我们没有阅读代码。不适用的检查项不计入总数。 · 检查于 2026年11月7日
注册名称已通过域名 scriptgrain.com 验证(注册中心会核实域名所有权)
我们还没有从 GitHub 读取这个仓库
我们还没有从 GitHub 读取这个仓库
尚未检查;我们会轮流检查各个端点
尚未检查;我们会轮流检查各个端点
尚未检查;我们会在检查端点时读取工具列表
与注册中心里这个分类中所有活跃的服务器比较。只有当发布者拥有该仓库时,星标数才计入。
它在 1 项适用的基础检查中通过了 1 项。我们没有阅读代码。在添加密钥或令牌之前,请先看看这个服务器要求哪些权限,并使用只具备所需权限的密钥。
你需要填写:Authorization
它在作者的云端运行。通过互联网连接,无需安装,但你发送的内容会经过作者的服务器。
GitHub 仓库最后更新于–,最新版本(1.23.1)于22天前进入注册中心。
支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。它通过 URL 连接,所以接受远程 MCP 服务器的应用也可以使用,例如开启开发者模式的 ChatGPT。
同一分类中有:Spec Driven Development, Remote Desktop Commander, AvaHR
同一分类中其他作者的服务器,按星标数排序。
如何看卡片:★ GitHub 星标i三大支柱:评价 · 检查 · 使用情况i更新 = 最新版本发布到注册中心的时间i
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 hiring data and create inactive assessment and questionnaire drafts for human review.
按原文从作者的仓库复制。PopNx MCP 没有审查或背书其内容。HTML、图片和脚本已被移除。链接会离开本站。
ScriptGrain makes ChatGPT, Claude and the rest better at being you. This repository is the public setup guide for its remote MCP server: connect it to Claude, ChatGPT, Cursor or any MCP client, and your assistant can build a voice profile from your own writing, draft in that voice, and score any text against it.
https://mcp.scriptgrain.com/mcp (streamable HTTP, answered as plain JSON; legacy SSE at https://mcp.scriptgrain.com/sse)https://mcp.scriptgrain.com/try needs no key or sign-in: start_session gives your assistant a 7-day guest session that builds one voice profile and scores text against it, then hands you a link to keep it in a free accountAuthorization: Bearer sg_live_...This repository is a guide: documentation and client configuration only. It contains no ScriptGrain source code; the application and the MCP server are private and hosted by ScriptGrain, so there is nothing to install or run.
A voice profile is built from writing you have already done: 45 attributes in eight groups (lexical, syntax, tone and register, rhetoric, punctuation and format, function words, content patterns, quirks and cadence). Every draft is scored from 0 to 1 against the profile: on-voice drafts typically score 0.85 to 0.95, partial matches 0.5 to 0.8, and clearly off-voice text below 0.45. Each attribute has its own page at https://scriptgrain.com/attributes.
You need a ScriptGrain account (free): https://scriptgrain.com/auth?tab=signup&source=github_mcp
https://mcp.scriptgrain.com/mcp.The connector mints its own API key, named after the client, in your ScriptGrain account. Revoke it in Settings, API, and the access ends.
With OAuth (Claude Code opens the sign-in when you run /mcp):
claude mcp add --transport http scriptgrain https://mcp.scriptgrain.com/mcp
With an API key:
claude mcp add scriptgrain https://mcp.scriptgrain.com/mcp \
--transport http --header "Authorization: Bearer sg_live_ "
Project-scoped config for a shared repository: config/claude-code.mcp.json (OAuth, so no key is committed).
Where your ChatGPT plan offers connectors: Settings, then Connectors, then Add custom connector, with the URL https://mcp.scriptgrain.com/mcp, and sign in with your ScriptGrain account when the consent page opens. Where connectors are not available on your plan, the free prompt builder at https://scriptgrain.com/works-with/chatgpt writes a one-page system prompt from your writing for Custom instructions instead.
Add a remote MCP server named scriptgrain with the URL https://mcp.scriptgrain.com/mcp and complete the sign-in when the consent page opens: config/cursor.mcp.json. Where a client cannot do OAuth, send the key as a header instead: config/cursor.mcp.with-key.json. Keep a file that holds a key out of version control.
Use https://mcp.scriptgrain.com/mcp with OAuth or the Authorization: Bearer header. Every POST is answered as plain JSON, never as an event stream, so clients and proxies that only handle request and response work too. Send the Mcp-Session-Id header from the initialize response on every later call.
41 tools, listed from the server's own registrations (server 1.23.1). The tools that delete or overwrite (delete_memory, forget_piece, edit_memory, remove_monitor_url, set_voice_brain, delete_brief_template) are marked destructive, so your client can ask before running them. Credits are from your ScriptGrain plan; "free" means no credit is used.
Drafts, polish and humanise are priced by length: up to 5,000 words 1 credit, up to 10,000 words 2, up to 15,000 words 3 (the most one piece can be). A draft over 4,000 words, or a polish or humanise over 3,000 words, runs in the background: the tool returns at once with a job, and get_job shows its progress until it has succeeded (about a minute per 2,000 words). Credits are charged as the words are delivered, never above the tier asked for.
| Tool | What it does | Cost |
|---|---|---|
list_profiles | Lists the voice profiles your key can use, with status, confidence score and sample count | Free |
create_profile | Builds a voice profile from 1 to 20 samples of your own writing (3+ pieces and 3,000+ words gives a confident profile); runs for about 1 to 3 minutes | 1 extraction slot |
get_profile | A profile's status and, once complete, its narrative description and all 45 attributes | Free |
mimic_brand | Builds a profile from a public brand website (up to 8 pages); asks for your explicit consent first | 1 brand-mimic credit |
| Tool | What it does | Cost |
|---|---|---|
create_outline | An outline for a long-form piece, to review before drafting | Free |
generate_content | A draft in your measured voice in one of 16 content types, up to 15,000 words, with its voice-match score; 1 to 3 variants (2 and 3 up to 4,000 words); over 4,000 words it is written in the background | Per variant: 1 credit up to 5,000 words, 2 up to 10,000, 3 up to 15,000 |
check_voice_match | Scores any text against a profile, with the per-feature numbers behind the score | Free |
compare_voice | No profile needed: scores up to three pieces (text or URL) against a main piece | Free |
polish | Revises a draft toward a voice-match target (default 0.9), up to 3 passes; over 3,000 words it runs in the background | 1 credit up to 5,000 words, 2 up to 10,000, 3 up to 15,000; free if the draft already passes |
humanize | Rewrites text (or a saved draft) to remove measurable machine-writing tells while keeping every fact, up to 3 passes; over 3,000 words it runs in the background | 1 credit up to 5,000 words, 2 up to 10,000, 3 up to 15,000; free if the text already passes (up to 3,000 words) |
ai_detect | Stylometric human-vs-AI reading of any text of 50+ words | Free |
rewrite_page | Rewrites a public web page's copy in your voice, block by block; prices, legal lines and button labels are left alone | 1 credit per 1,500 words; paid plans |
save_edit | Saves your final edit of a draft, so the profile learns from the difference | Free |
list_generations | Lists past drafts with their scores | Free |
get_generation | Fetches one past draft in full (while a long draft is being written, the part delivered so far) | Free |
get_job | Progress of a background job (a long draft, polish or humanise): sections done, words written, credits charged, and the result once it has succeeded | Free |
list_draft_versions | A draft's earlier texts, newest first: every edit, polish, humanise or redraft keeps the text it replaced | Free |
restore_draft_version | Puts an earlier version back; the text it replaces is kept too, so it can be undone | Free |
list_brief_templates | Your saved briefs (and your team's), to start from with template_id on create_outline or generate_content | Free |
save_brief_template | Saves a brief (format, topic, angle, audience, register, key points, length) for next time | Free |
delete_brief_template | Deletes a saved brief | Free |
| Tool | What it does | Cost |
|---|---|---|
get_memory | The ideas, claims, stories and frameworks your writing has covered, each with a verbatim quote | Free |
sync_memory | Indexes new drafts and samples into the memory | Free |
check_novelty | Checks a brief against the memory: repeats, builds on, or new, with grounded angles | Free |
what_next | Five angles that build on what you keep saying | Free |
add_to_memory | Adds a published piece by pasted text or URL (60+ words), or one memory stated directly (memory, with an optional kind and topic) | Free |
set_repeat_policy | Whether drafts avoid restating earlier arguments (the default) or may repeat them | Free |
list_brains | Lists the memories (brains) a voice may use and which voices share each | Free |
set_voice_brain | Moves a voice to another brain, or back to its own | Free |
edit_memory | Changes one memory: its words, its kind, or its topic | Free |
delete_memory | Deletes one memory | Free |
forget_piece | Forgets a whole piece and every memory taken from it | Free |
| Tool | What it does | Cost |
|---|---|---|
get_voice_monitor | The pages being watched, the latest run's scores and the previous run | Free; paid plans |
add_monitor_url | Watches a public page (Writer and Operator 5 pages, Studio 15, Agency 50) | Free; paid plans |
remove_monitor_url | Stops watching a page; past results are kept | Free |
run_voice_monitor | Runs this month's check now (one run per profile per month; the scheduled run is on the 1st) | Free |
| Tool | What it does | Cost |
|---|---|---|
list_companies | Lists your company or product profiles, used to ground drafts in real facts | Free |
create_company | Creates one from a URL, freeform notes or fields; only claims the pages make | Free (reading a site by URL needs a paid plan) |
| Tool | What it does | Cost |
|---|---|---|
get_billing | Plan, remaining credits and renewal date | Free |
get_invoice | The latest invoice with a PDF link | Free |
upgrade_plan | A Stripe-hosted link to upgrade or manage the plan; nothing is charged through the connector | Free |
write_in_my_voice: draft a piece, report its score, iterate, and save the final edit.build_my_voice_profile: gather your own writing, create the profile, and walk through the result.mimic_brand needs your explicit consent to analyse a website's writing.只显示了开头部分;其余内容请在仓库中阅读