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)
Condense a CI log to its failure sections and root-cause lines, with original line anchors.
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": {
"logdigest": {
"command": "npx",
"args": [
"-y",
"@reneturcios/logdigest",
"mcp"
]
}
}
}在终端中运行这条命令
claude mcp add logdigest -- npx -y @reneturcios/logdigest mcp粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"logdigest": {
"command": "npx",
"args": [
"-y",
"@reneturcios/logdigest",
"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": {
"logdigest": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@reneturcios/logdigest",
"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, Docker。
同一分类中有:Spec Driven Development, Remote Desktop Commander, debuff
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.
Let coding agents play, test and tune your 2D web game: live state, explained errors, replays, fuzz.
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。
Condense a log file to its failure evidence.
A CI or test log can run to ten thousand lines, but the part anyone reads is the handful of failure sections: the failing test, the error line, the stack, the nonzero exit. logdigest reads a log file, finds those lines, groups them into sections with their original line numbers, and prints a digest you can read in one screen. It reports a verdict of FAILURES-FOUND when it finds any failure section and NO-FAILURES when it finds none.
npx @reneturcios/logdigest digest build.log
Or install it globally:
npm install -g @reneturcios/logdigest
Requires Node 20 or newer.
logdigest digest [file] [--json]
logdigest mcp logdigest --version
logdigest digest prints the human readable digest.logdigest digest --json prints the full report as JSON.logdigest mcp runs the MCP server over stdio (see below).logdigest --version prints the version.Exit codes: 0 when the verdict is NO-FAILURES, 1 when the verdict is FAILURES-FOUND, 2 for a usage or read error (for example, the target is a directory or cannot be read), and 141 when the reader closed the output pipe early.
Example digest:
logdigest digest test.log: FAILURES-FOUND
2 failure section(s) found in 28 line(s): 9 matched line(s). [HIGH] TEST-FAIL lines 5-16 FAIL src/math.test.ts AssertionError: expected 3 to be 4 at Object. (src/math.test.ts:10:11) totals: total lines 28, matched lines 9, sections 2, overflow sections 0 by rule: TEST-FAIL 8, ERROR-LINE 1, EXIT-NONZERO 0
(The example above is shortened; the real digest prints every captured line of every section.)
The same binary is an MCP server:
npx @reneturcios/logdigest mcp
It exposes one tool:
digest_log with a path argument (the log file to check). It returns the same report as the CLI --json output.Detection is pattern based. Every matched line is assigned to exactly one rule; when a line matches several patterns, the most specific rule wins (TEST-FAIL over EXIT-NONZERO over ERROR-LINE).
| Rule | Patterns | Notes |
|---|---|---|
| TEST-FAIL | FAIL , the word failing (for example 2 failing in a runner summary), ✕, × , not ok (TAP), AssertionError, and the shape expected ... to ... | Test runner failures and assertion failures |
| ERROR-LINE | the word error (any case), Error:, ERR!, fatal:, panic, Traceback, Exception | Generic error evidence, including Python tracebacks and npm ERR! lines |
| EXIT-NONZERO | exit code or exited with code followed by a nonzero number, and the phrase command failed | An exit code of 0 is not a match |
Traceback line, the first at stack line of a run, or a matched line directly followed by a stack line), up to 5 further lines are captured as context, so the top of a stack survives the digest. The capture never crosses into the next section.line is the section's first line number, its evidence is the first matched line, and findings also carry endLine and the captured sectionLines.high for a TEST-FAIL or ERROR-LINE section that contains a stack head or an assertion, and medium otherwise. An empty log produces one info finding with rule EMPTY-LOG.totalLines, matchedLines, sections (sections actually emitted), sectionsTotal, overflowSections, and one count per rule.FAILURES-FOUND if there is at least one section, otherwise NO-FAILURES. An empty log is NO-FAILURES with the EMPTY-LOG finding above.overflowSections so the report never silently truncates.NO-FAILURES verdict means "no known failure shape was found", not a proof that the run succeeded.npm install
npm run build npm test
The core is in src/core.ts and uses only the Node standard library.