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)
Support-ticket reasoning: structured case briefs and L2 escalation-readiness scores from text.
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。
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": {
"casebrief": {
"command": "npx",
"args": [
"-y",
"@reneturcios/casebrief",
"mcp"
]
}
}
}在终端中运行这条命令
claude mcp add casebrief -- npx -y @reneturcios/casebrief mcp粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"casebrief": {
"command": "npx",
"args": [
"-y",
"@reneturcios/casebrief",
"mcp"
]
}
}
}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": {
"casebrief": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@reneturcios/casebrief",
"mcp"
]
}
}
}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。
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6日
注册名称已通过 GitHub 账户 CloudCorpRecords 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。
注册中心没有列出必需的密钥,不过有些服务器会在首次使用时要求你登录。
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(0.1.0)于3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, Docker。
同一分类中有:Spec Driven Development, Remote Desktop Commander, FOGA node
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.
A Finch OG Agent cell as an MCP server: read the world, dry-run and take ERC-8414 tenders by policy.
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。
Turn a long, messy support ticket thread into something a human can act on. casebrief is a small client for the CaseMargin ticket-reasoning service: hand it the raw text of a ticket and it hands back either a structured brief of the case — what the problem is, what has already been tried and what happened, and the context that matters — or a readiness score that says whether the ticket is complete enough to escalate to L2, and what is still missing if it is not.
Only the ticket text you pass in ever leaves the machine. Responses come back exactly as the service returned them: nothing is trimmed, renamed or summarised on the way through.
Two environment variables control the client:
CASEMARGIN_API_KEY (optional) — when set, it is sent on every request as Authorization: Bearer . Leaving it unset is not an error: brief generation then runs on the anonymous per-IP tier and the escalation check is free.CASEMARGIN_API_URL (optional) — API base URL. Defaults to https://casemargin.com/api (a reconstruction; see "Endpoint provenance" below).One safety rule governs the key: if the base URL is a non-https origin other than loopback (localhost, 127.0.0.1, ::1) while a key is configured, every tool refuses with refusing to send CASEMARGIN_API_KEY over a non-https origin and no request is made, so the key is never sent in cleartext. An http loopback base — a local development server, say — is allowed. In this rebuild the check runs per call rather than at startup, so the server itself still starts; that is a deliberate, labelled deviation from the original.
generate_case_brief — a structured brief from a ticket thread: quick_scan (an assessment, the next step and a status), full_brief (the current problem, the actions taken with their outcomes, and key context) and metadata (input length, brief length and the compression ratio). ticket_content must be a string of 10 to 50,000 characters.check_escalation_readiness — whether the ticket is ready for L2: an overall_score from 0 to 100, a readiness verdict, five scored dimensions (problem clarity, troubleshooting evidence, business impact, next action and billing defensibility, each with a score and a note), the questions L2 is likely to ask (predicted_l2_questions) and what the ticket still lacks (missing_items). ticket_content must be a string of 10 to 20,000 characters.Length validation happens before any request and fails with ticket_content must be a string of 10 to 50000 characters or ticket_content must be a string of 10 to 20000 characters, depending on the tool. An upstream non-2xx reply fails with casemargin error: HTTP and an unreachable API with casemargin unreachable.
The README for the original service pins the environment variable names, the header-based key, the length bounds and the refusal rule above, but it does not pin the default base URL or the two request paths. Those three pieces are reconstructions, labelled as such:
https://casemargin.com/api — reconstruction.POST /case-brief with JSON body {"ticket_content": "..."} — reconstruction (used by generate_case_brief).POST /escalation-readiness with the same body shape — reconstruction (used by check_escalation_readiness).Each tool is a subcommand taking one JSON argument string:
npx @reneturcios/casebrief generate_case_brief '{"ticket_content":"Customer reports the export fails since Tuesday..."}'
npx @reneturcios/casebrief check_escalation_readiness '{"ticket_content":"Customer reports the export fails since Tuesday..."}' npx @reneturcios/casebrief --version
Output is the tool's result text (the upstream JSON on success). Exit codes: 0 on success, 1 on a runtime error (including a validation, refusal or upstream failure), 2 on a usage error.
npx -y @reneturcios/casebrief mcp
MCP client config (the key is optional; provide it through the client's environment when you have one):
{
"mcpServers": { "casebrief": { "command": "npx", "args": ["-y", "@reneturcios/casebrief", "mcp"], "env": { "CASEMARGIN_API_KEY": " " } } } }
docker run -i ghcr.io/cloudcorprecords/casebrief
docker run --rm ghcr.io/cloudcorprecords/casebrief generate_case_brief '{"ticket_content":"Customer reports the export fails since Tuesday..."}'
npm install
npm run build # tsc -> dist/ npm test # tsx --test test/*.test.ts (fake fetch only, no network) npm run dev # run the CLI from source
MIT — Copyright (c) 2026 Rene Turcios