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)
Read-only checks that fail a guardrail which is present but has stopped refusing anything
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": {
"glitch-toolkit": {
"command": "uvx",
"args": [
"glitch-toolkit"
]
}
}
}在终端中运行这条命令
claude mcp add glitch-toolkit -- uvx glitch-toolkit粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"glitch-toolkit": {
"command": "uvx",
"args": [
"glitch-toolkit"
]
}
}
}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": {
"glitch-toolkit": {
"type": "stdio",
"command": "uvx",
"args": [
"glitch-toolkit"
]
}
}
}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7日
注册名称已通过 GitHub 账户 AbstractGlitch 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(0.1.4)于2个月前进入注册中心。
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 Python (uv)。
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。
A check that has stopped refusing things still passes. That is the failure this looks for.
On 8 September 2026, in the repository this package was extracted from, a test guarded the one chapter of a paid book that is given away free — asserting the sample stops at its cut and does not leak the rest. It was green. It was searching a page that had no book on it, for passages it therefore could never find, and passing. Nothing was broken; the redaction worked fine. The alarm had been disconnected and was still showing a green light.
Every guardrail decays that way eventually, and the decay is silent, because a guardrail that has stopped refusing looks exactly like one with nothing to refuse.
glitch installs six guardrails into your repository and then, whenever you ask, runs each one against a case it is *supposed* to refuse. One that no longer refuses anything fails here, loudly, instead of passing quietly.
pip install glitch-toolkit
glitch install # put the artifacts in this repository glitch status # what is installed, what is not glitch check --all # verify every step
No dependencies, no network calls, no telemetry. It writes nothing outside the directory you point it at.
A step is not complete because a file is present. Every check does three things and reports which of them failed:
Without the third, a check passes the moment you copy a file in, whether or not that file has any teeth left, and it would be green for every reader forever. tests/test_cli.py exists to prove the checker fails that case; its SABOTAGE test installs artifacts that run, exit 0 and refuse nothing.
install will not doIt will not write your CLAUDE.md, FLEET.md, FLOOR.md or PLAN.md. Four of the six steps are checked against your own file, because for those four the file *is* the work: a rules file that holds, a desk table with one committer, a floor measured twice, a plan someone else approved. A command that wrote them would turn the path into "you ran an installer". The FLOOR.md and PLAN.md templates ship deliberately unpassable for the same reason.
It will not overwrite. An artifact already in your repo is left alone and reported as kept; --force is how you say otherwise.
It writes nothing outside the directory you point it at, makes no network calls, and has no dependencies outside the standard library.
cli.py is one file and stays one file. Copy it into a repository and status and check work with nothing on the path and no install step — that property is deliberate and there is a test for the search paths it uses. Only install needs the rest of the package, and it says so plainly rather than failing oddly.
uvx --from 'glitch-toolkit[mcp]' glitch-mcp --repo .
Install the extra in an isolated environment, not a system Python. The checker has no dependencies and that is a promise. The [mcp] extra is the opposite: mcp>=2.0 pulls pydantic, starlette, cryptography, opentelemetry and a dozen more, and pip will happily UPGRADE what is already there to satisfy them. Done against a global interpreter on 8 September 2026 it replaced pydantic 1.10 with 2.13 and starlette 0.46 with 1.6, breaking an unrelated FastAPI application on the same machine. uvx builds a throwaway environment and touches nothing else, which is why the registry entry launches it that way.
A virtualenv is equally fine:
python -m venv .venv && .venv/bin/pip install 'glitch-toolkit[mcp]'
It offers the checks to an agent as three tools — glitch_status, glitch_check, glitch_ledger_tail — and appends every question and answer to .claude/toolkit/ledger/ledger.jsonl.
It gates nothing. It cannot pause, block, refuse or intercept any action. It has no database connection, no credential and no network call. That is the whole first version, on purpose: a server that stands between an agent and a production database is serious software, and the honest order is to run read-only first, read the ledger, and find out what it *would* have refused before giving it the power to refuse. A gate built before that record exists is a guess with permissions.
The checks write nothing into your repository. The server breaks that in exactly one place — it appends to the ledger — and --no-ledger turns off even that, at the cost of the only thing worth keeping.
In Claude Code, .mcp.json:
{
"mcpServers": { "glitch": { "command": "glitch-mcp", "args": ["--repo", "."] } } }
Append-only JSONL. Nothing rewrites a line it did not just write; a record that is overtaken is superseded by a new one and both stay; a field nobody measured is null rather than 0; a half-written last line is skipped and counted, never repaired, because repairing it means rewriting the file.
python tests/run_all.py # all three suites, 40 tests
The server suite skips cleanly without the [mcp] extra and the runner reports that as SKIPPED rather than passing, because a green line meaning "we did not look" is the exact failure the gate-check practice exists to catch.
Every check here exists because something went wrong, and CORPUS.md is the list — what happened, what it cost, and which check catches it now.
It also names the ones nothing here catches yet, including the two that cost this package a version number each. A corpus that recorded only its solved failures would be doing the thing this package is about.
Apache License 2.0 — see LICENSE and NOTICE. Chosen over MIT for the patent grant.
Everything in this repository is under it. Use it commercially, change it, redistribute it.
The links above are absolute on purpose: this README is also the package's description on PyPI, where a relative link resolves against pypi.org and returns a 404.
This repository is a published mirror. The package is developed inside a private monorepo alongside the book *Building Your Store Or Your SaaS With Claude*, whose practices it installs and checks, and it is pushed here as a subtree. The book, the shop that sells it and the rest of that repository are not open source and are not here. Nothing is being withheld from this repository that belongs to the package.
Issues and pull requests belong here rather than there, because here is the part anyone can read.
Version 0.1.1. It installs, and the practices it checks are the six the book argues for. 0.1.0 was the first release; 0.1.1 changes this description and adds continuous integration, and nothing about what the code does.
What it is not yet: it gates nothing. glitch-mcp reports and records and cannot block an agent from doing anything. That is deliberate and the reasoning is in mcp_server.py — a server that stands between an agent and a production database should earn its evidence before it earns the power to refuse.