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)
Check US and Swiss case citations against open registers of court opinions, from any MCP client.
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。
PROOFREAD_API_KEY, PROOFREAD_API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 …”。
打开 Claude Desktop → Settings → Developer → Edit Config,把下面的内容粘贴到 claude_desktop_config.json
{
"mcpServers": {
"proofread": {
"command": "npx",
"args": [
"-y",
"proofread-mcp"
],
"env": {
"PROOFREAD_API_KEY": "your-value",
"PROOFREAD_API": "your-value"
}
}
}
}在终端中运行这条命令
claude mcp add proofread --env PROOFREAD_API_KEY=your-value --env PROOFREAD_API=your-value -- npx -y proofread-mcp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": {
"proofread": {
"command": "npx",
"args": [
"-y",
"proofread-mcp"
],
"env": {
"PROOFREAD_API_KEY": "your-value",
"PROOFREAD_API": "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": {
"proofread": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"proofread-mcp"
],
"env": {
"PROOFREAD_API_KEY": "your-value",
"PROOFREAD_API": "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。
这个服务器在你的电脑上运行,而 ChatGPT 只能连接互联网上的服务器。请选择其他应用。
你的选择通过 Cookie 保存在这台设备上,无需账户。
PROOFREAD_API env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。
它在你的电脑上运行;安装后,工具列表会显示在你的 AI 应用中。
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 GitHub 账户 Data-Alchemy-Labs 验证,该账户拥有此仓库
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
它在你的电脑上运行,没有互联网端点
在你的电脑上运行,改用本地设置
它在你的电脑上运行;我们只能读取互联网端点的工具列表
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:PROOFREAD_API_KEY
它在你的电脑上运行。你的 AI 应用会在需要时启动它,数据不会经过作者的服务器(除非它自己调用在线服务)。
GitHub 仓库最后更新于–,最新版本(0.3.0)于42天前进入注册中心。
支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。你的电脑上还需要有 Node.js。
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。
An MCP server for proofread.law. It lets Claude Desktop, Claude Code, Cursor and the OpenAI Agents SDK check case citations before a draft is filed: about 10 million US court opinions, and 1.1 million Swiss decisions (BGE/ATF/DTF, Federal Supreme Court dockets, the federal courts and all 26 cantons). The jurisdiction is detected from the draft, and a Swiss report comes back in the draft's language: German, French or Italian.
proofread.law checks each citation against an open register of about 10 million court opinions (CourtListener bulk data). Every result says what was checked, what was found, and what the register cannot see.
Fourteen tools:
| Tool | Input | What comes back |
|---|---|---|
check_citations | text, deep (optional) | The coverage statement, counts per tier, one line per row that needs a human (red first, then orange, then deep-check rows to review), the number of citations found, a report id |
check_document | path to a .pdf, .docx, .txt or .md (up to 10 MB), deep (optional) | The same, for a file on disk |
resolve_citation | one citation string | The register's answer for that citation: found (case, court, date, parallel citations, link), ambiguous (candidates), not in the register, cannot verify, known citation, or no citation recognised; the coverage of that volume; the coverage statement |
resolve_citations | a list of up to 500 citation strings | Counts by status, one line per citation in input order, the coverage statement |
coverage | jurisdiction (optional: us or ch) | The coverage statement and the storage notice; ch gives the Swiss register with the courts held and the share of the live index each covers |
render_report | a report id from a previous check, or the full report JSON | A markdown diligence report with every row |
suggest_cases | a Swiss federal statute article or a paragraph that cites one, or a sentence of US law; court, jurisdiction, domain, lang, k (each optional) | Swiss: the leading Federal Supreme Court cases (BGE) cited with the article, to read, in one ranked list, each labelled with its field of law and given with the quoted passage, any later change of practice, the decision's link and a link to check the citation; in the query's language. US (beta): up to 3 cases whose own text states the sentence, each with the passage the model matched, the paragraphs around it, how it binds the court you name, the opinion's link and a link to check the citation |
save_brief | text, title (optional) | Saves the brief to the user's account (opt-in, stored encrypted) and checks it: the brief id, then the same compact result as check_citations |
list_briefs | none | The saved briefs: id, title, when saved and last checked, counts per tier, number of versions |
get_brief | id, include_text (default true), version (optional) | The saved text, the latest report and the versions kept; with version, that earlier text |
update_brief | id, text, title, recheck (each optional, at least one) | Saves the edited text as a new version and re-checks it: the flags resolved since the previous version, the new flags (each with its headline), the unchanged count, then every row that still needs attention. recheck: true re-runs the check on the saved text without editing it, e.g. after the register was updated. A title alone renames without a check |
delete_brief | id | Permanently deletes the brief and its versions |
sign_up | the account owner's email, a name for the agent | A proofread.law account and an API key (shown once); the server uses it for the rest of the session |
billing_link | payg, solo or firm | A Stripe Checkout link for the account owner; needs an API key |
The compact result of a check is capped at about 12,000 characters; when a long brief has more flagged rows than fit, the text says how many were left out and render_report has them all.
Nothing is saved unless save_brief or update_brief is called; check_citations and check_document never save anything. A saved brief is stored encrypted in the user's proofread.law account until delete_brief removes it, so the brief tools need an API key (any PROOFREAD_API_KEY, or one from sign_up); without one they answer with a message and send nothing. A server with storage switched off answers storage_off, and the tools say so.
The loop for fixing flagged citations: save_brief once, fix a flagged row in the text (the citation, the case name, the quotation, or take the citation out), call update_brief with the id and the whole edited text, and read what changed: which flags were resolved (flagged before, not flagged now), which are new, and the rows that still need attention. The last 20 versions are kept; get_brief lists them and reads an earlier one. Ids are integers in the API and strings in the tools.
check_citations and check_document read prose: they compare the case name and any quotation with the register. resolve_citation and resolve_citations look the citation string up in the register (the /v1/resolve API) and tell you which case sits there; they do not compare it with the name you have.
Tiers, in the words the tools use:
| Tier | Word | Meaning |
|---|---|---|
| red | check this | The register holds something concrete that disagrees: a different case at that citation, a volume or page that does not match, quoted words not in the opinion |
| orange | cannot verify | Nothing to check against: a Westlaw or Lexis identifier, a volume newer than the register, a reporter the register holds only in part. Not evidence either way |
| green | found | The citation resolves to a case whose caption matches |
| white | deep check | With deep: true only: whether the opinion supports the sentence it is cited for. A review queue, not a verdict |
What it cannot do: resolve Westlaw (WL) or Lexis identifiers, check statutes, regulations or secondary sources, or say whether a case is still good law. Those limits are stated in every tool description and in the coverage statement that comes with every result.
suggest_cases takes a Swiss federal statute article (Art. 41 OR, art. 41 CO, Art. 8 ZGB, art. 9 Cst.; lowercase and dotless forms such as art 41 or are read too) or a paragraph that cites articles, and lists the leading Federal Supreme Court cases (BGE) the court cites with it. Federal acts only; cantonal law is not covered. There is no free-text search: a query without an article answers with a message that no article was recognised. The answer is one ranked list in the measured order, each case labelled with its field of law; the domain filter keeps the same order within one field, so a filtered row keeps its overall rank (Rang 7, Rang 9, ...) and a filter note says which field is shown. Each row has the citation, date, field, the decision's language, its rank, the quoted passage (regeste or consideration), any later change of practice (a changed precedent is listed with its flag, never dropped), the decision at the court's site and a link that opens the check on proofread.law. Every string comes back in the query's language (German, French or Italian; lang: "en" for English), and the tool prints it as it is. A suggestion is a case to read: it has not been checked against your sentence, and a row without a flag is not evidence that its practice still holds. To check a citation, use check_citations.
Arguments: query (required, up to 20,000 characters; over 1,500 it is sent as POST), domain (all, civil, criminal, public or social; default all), lang (de, fr, it or en; default the query's language), k (number of rows, 1 to 50; default 10). With a large k, rows past about 20,000 characters of text keep their header line and any practice flag and leave out the passage and links, which stay in the structured result (with the counts per field). During the trial phase it needs a paid-plan or trial API key; otherwise the API answers plan_required and the tool says where to upgrade.
Example call, suggest_cases with {"query": "Art. 41 OR, Art. 97 OR", "k": 3} (dev instance, 2026-09-26; rows 2 and 3 cut):
Gelesen als: Art. 41 OR, Art. 97 OR
... Die Vorschläge sind publizierte Leitentscheide (BGE). Sie sind danach gereiht, wie oft das Bundesgericht sie zusammen mit dem Artikel zitiert, [...] Ein Vorschlag ist ein Entscheid zum Lesen: Ob er Ihre Aussage stützt, prüft diese Liste nicht, und ein Entscheid ohne Hinweis ist kein Beleg dafür, dass seine Praxis weiter gilt.
With "domain": "civil" the list starts with the filter note and keeps the overall ranks:
Gelesen als: Art. 41 OR
Filter: Zivilrecht. Die Reihenfolge ist dieselbe wie in der ganzen Liste.
A filter that leaves no rows answers with a message saying so. A later change of practice appears right under the row it concerns, for example Praxisänderung durch BGE 145 III 1, möglicherweise nur teilweise: followed by the regeste sentence that marks it.
suggest_cases also takes a sentence from a US draft that states a rule of law (one sentence, or a short paragraph up to 1,500 characters) and lists up to 3 cases whose own text states it. A model reads the opinion of the court in each of the top 10 candidates, and a case is shown only when the model finds a passage in it that states the sentence. Each row has the reference, the court, the year, how the case stands to the court you name (binding here, same circuit, persuasive), any later history the citator found (reversed in part, superseded by statute), the passage the model matched with the paragraphs before and after it (each cut to about 600 characters), a link to the opinion on CourtListener and a link that opens the check on proofread.law. Cases that a later court overruled or reversed are left out, and a note names them.
This is a beta. Every answer starts with a line that says so, with the measured numbers: on the site's own index, of 94 cases shown for 50 sentences from filed briefs, 73 (78%) support the sentence and 4 do not, as read blind by two model readers, not practising lawyers (details). Read the passage before you cite the case. A suggestion is a case to read; to check a citation, use check_citations.
Arguments: court (optional, up to 200 characters) is the court the brief is filed in: a federal court of appeals (9th Cir., Ninth Circuit, ca9), a district court (N.D. Cal., S.D.N.Y., cand), or a state or territory name or postal code (California, CA) for the federal court there. Cases that bind that court come first; without a court, Supreme Court cases come first. State courts are not read yet; a court the API does not read comes back as an error that says what it reads. jurisdiction is auto by default: a Swiss statute article, or German, French or Italian text, is Swiss, and anything else is a US sentence; us or ch sets it. domain, lang and k apply to Swiss answers only, and a US answer is in English.
Input that states no rule of law
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