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)
Audits tests instead of writing them: what each one really asserts. 4 tools, local.
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。
JARROBA_MCP_DOMAINS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": {
"jarroba-tools-tests": {
"command": "npx",
"args": [
"-y",
"@jarroba/mcp-tests"
],
"env": {
"JARROBA_MCP_DOMAINS": "your-value"
}
}
}
}在终端中运行这条命令
claude mcp add jarroba-tools-tests --env JARROBA_MCP_DOMAINS=your-value -- npx -y @jarroba/mcp-tests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": {
"jarroba-tools-tests": {
"command": "npx",
"args": [
"-y",
"@jarroba/mcp-tests"
],
"env": {
"JARROBA_MCP_DOMAINS": "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": {
"jarroba-tools-tests": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@jarroba/mcp-tests"
],
"env": {
"JARROBA_MCP_DOMAINS": "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。
JARROBA_MCP_DOMAINS 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 Invarato 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(0.3.0)于12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, MemberVault MCP by usefulapi
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.
List courses; add users to courses, remove course access or delete users in MemberVault.
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 that audits tests instead of writing them — and is meant to be pointed at your own work.
claude mcp add jarroba-tests -- npx -y @jarroba/mcp-tests
// Claude Desktop, Cursor, Cline, VS Code…
{ "mcpServers": { "jarroba-tests": { "command": "npx", "args": ["-y", "@jarroba/mcp-tests"] } } }
4 tools · ~1.7k tokens of context · stdio, runs on your machine · nothing is uploaded.
Told to *"make the tests pass"*, an agent has two roads: diagnose the bug, or widen the matcher / drop the assertion / skip the case. The second is cheaper, it produces green, and it looks like work.
A better model does not fix that, and neither does asking nicely in the prompt — the incentive is structural. It needs a judge outside the model. That is what this is: the only part of the Jarroba Tools catalogue whose purpose is to disagree with whoever calls it.
test_audit | Case by case, what a test file actually asserts: which assert about a value, which only check that something exists, which assert nothing at all, and which are disabled — with the evidence for each verdict, so you can check the checker. TypeScript, JavaScript, Python, Java, Go. |
test_diff_audit | Compares two versions of the same file and says whether the change strengthened or weakened the safety net: widened matchers (toBe → toContain → toBeGreaterThan), assertions that vanished, cases that stopped running. Run it on your own diff before claiming you are done. |
test_cases | From a type to the cases worth writing — equivalence partitions and boundary values from a TypeScript signature or a JSON Schema — saying which technique applies and why. Boundary values mean nothing without an ordering, so a boolean and an enum do not get them. Includes a fast-check property test, and the five cases that matter most if you only have time for five (which never start with the typical value). |
test_debt | Every disabled test with its age, from git blame. None of these appears in a coverage report, because as far as the runner is concerned they do not exist — it is the debt nobody measures and the one that lasts longest. Sorted oldest first, which is what makes it actionable. |
Executes nothing. No test is run, no code is evaluated: it parses with tree-sitter.
A matcher it does not recognize comes back as "indeterminate", never as "asserts nothing". When in doubt it abstains, because a false accusation is how a tool like this gets switched off. If your team has a home-made expect(), declare it in dialects and it stops hedging.
Measured against a labelled corpus in five languages (TypeScript, JavaScript, Python, Java, Go): 21 accusations, 21 of them true, zero false positives, and zero cases the parser failed to delimit. That is the honest size of the measurement — 21 accusations, not a benchmark — and it is re-run on every change, so it is a floor rather than a claim.
Transport is stdio: your MCP host launches this as a subprocess and talks over stdin/stdout. There is no endpoint, no account and no telemetry. npx downloads the package from npm the first time; after that nothing goes out.
test_audit and test_debt accept file paths and read whatever the process that launched them can read, so they are exactly as privileged as your MCP host. test_debt also shells out to git blame in the folder you point it at — that is where the age comes from, and it is the one thing a browser could never do.
Want everything (90 tools: logs by path, databases on a real ephemeral PostgreSQL, JTD diagrams, SPARQL, make simulation)? @jarroba/mcp. Just the logs? @jarroba/mcp-logs.
MIT — see LICENSE. Source: github.com/Invarato/jarroba-mcp.
This package redistributes tree-sitter grammars (MIT, third-party); their notices are in dist/tree-sitter/NOTICE.txt.