原型 · 预览版:收录官方注册中心里的全部服务器,每 30 分钟同步一次。评价和账户功能将在后续阶段推出。
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Cssgraph

作者:mack-peng版本 0.6.3i★ –i在你的电脑上运行
注册名称io.github.mack-peng/cssgraph

安装

概览

作者提供的说明(英文原文)

CSS intelligence for AI coding agents — surgical style context, fewer tool calls. 100% local.

PopNx MCP 的三大支柱

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。

它能帮你做什么

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。

  • 连接方式: 在你的电脑上运行
  • 传输方式: stdio
  • 分类: 其他

安装

选择你使用的 AI 应用,然后复制设置。

安装之前

  • 基础检查:1 项中通过 1 项
  • 在你的电脑上运行,拥有你的用户账户的权限(文件、网络、应用)。
  • 注册中心没有列出需要填写的密钥。

你需要

  • npm已安装 Node.js(用于 npx 命令)

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": {
    "cssgraph": {
      "command": "npx",
      "args": [
        "-y",
        "cssgraph"
      ]
    }
  }
}

在终端中运行这条命令

claude mcp add cssgraph -- npx -y cssgraph

在 Cursor 中打开

或者自己复制设置

粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json

{
  "mcpServers": {
    "cssgraph": {
      "command": "npx",
      "args": [
        "-y",
        "cssgraph"
      ]
    }
  }
}

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。

在 VS Code 中打开

或者自己复制设置

粘贴到项目中的 .vscode/mcp.json

{
  "servers": {
    "cssgraph": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "cssgraph"
      ]
    }
  }
}

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。

它能做什么

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。

基础检查i

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

  • ✓ 通过

    作者与仓库一致

    注册名称已通过 GitHub 账户 mack-peng 验证,该账户拥有此仓库

  • … 尚未检查

    仍在维护

    我们还没有从 GitHub 读取这个仓库

  • … 尚未检查

    有许可证

    我们还没有从 GitHub 读取这个仓库

  • – 不适用

    端点有响应

    它在你的电脑上运行,没有互联网端点

  • – 不适用

    使用 OAuth 登录

    在你的电脑上运行,改用本地设置

  • … 尚未检查

    工具描述中没有隐藏指令

    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“其他”中的其他服务器比较i

  • 星标数多于此分类中其他 32435 个服务器的 0%
  • 发布到注册中心的时间比此分类中其他 32435 个服务器的 43% 更新
  • 基础检查结果等于或优于此分类中其他 32435 个服务器的 100%

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。

常见问题

Cssgraph 安全吗?

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。

它需要哪些密钥或代码?

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。

它在我的电脑上运行还是在云端?

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)。

它还在维护吗?

GitHub 仓库最后更新于–,最新版本(0.6.3)于2个月前进入注册中心。

哪些应用可以使用它?

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。

有什么可以替代它?

同一分类中有:Spec Driven Development, Remote Desktop Commander, Apify MCP Server

替代选择

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

Spec Driven Development

作者:formulahendry

MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.

在你的电脑上运行★ 440MIT14个月前更新
安装

Remote Desktop Commander

作者:desktop-commander

Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.

在云端运行★ 211昨天更新
安装

Apify MCP Server

作者:apify

Extract data from any website with thousands of scrapers, crawlers, and automations on Apify Store ⚡

在云端运行今天更新
安装

作者的 README

打开 README

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。

cssgraph

CSS Intelligence for AI Coding Agents

Surgical style context · fewer tool calls · faster answers · 100% local


Why cssgraph?

When an AI agent needs to understand CSS — where is .btn-primary defined, what properties does it have, which selectors cascade over it, which JSX components reference it — it discovers style the slow way: grep, glob, and Read, one file at a time, reconstructing the cascade by hand.

cssgraph hands the agent the exact style context it needs in one call. It's a pre-built knowledge graph of every className, CSS property, variable, and at-rule in your stylesheets — so instead of crawling files, the agent asks one question and gets back the properties, overrides, specificity, callers, and file-level impact in full.


Installation

For Humans

Copy and paste this prompt to your LLM agent (Claude Code, Cursor, Codex, etc.):

Install and configure cssgraph by following the instructions here:

https://raw.githubusercontent.com/mack-peng/cssgraph/main/docs/guide/installation.md

Or read the Installation Guide, but seriously, let an agent do it. Humans fat-finger configs.

For LLM Agents

Fetch the installation guide and follow it:

curl -s https://raw.githubusercontent.com/mack-peng/cssgraph/main/docs/guide/installation.md

Quick Start

1. Initialize
npm i -g cssgraph

cd your-project cssgraph init --workers 8

Indexes all style files (CSS, SCSS, Less, Sass), JSX/TSX className references, CSS-in-JS, CSS Modules, and view templates (ERB/Haml/HTML) — enabling every MCP tool.

Pass --workers to control parallel parse threads (default: cpu cores - 1).

Requires Node.js >= 22.5.0 (for node:sqlite).

2. Wire up your agent
cssgraph mcp-install

Auto-detects and configures opencode, Claude Code, Cursor, Codex CLI, Gemini CLI, Hermes Agent, Antigravity IDE, and Kiro. Writes MCP server config, instructions block, and an Agent Skill (SKILL.md + references/pitfalls.md) that teaches agents when to use each of the 13 cssgraph tools, how to chain them into workflows, and what pitfalls to avoid.

Or add to any MCP agent manually:

{

"mcpServers": { "cssgraph": { "type": "stdio", "command": "cssgraph", "args": ["serve", "--mcp"] } } }

3. No more syncing

Auto-sync is enabled by default. The MCP server watches your project and updates the graph on every file change — while your agent edits code, or you add/modify/delete CSS files. The index is never stale.


How It Works

┌───────────────────────────────────────────────────────────┐

│ AI Agent │ │ │ │ "What code files use .btn-primary?" │ │ calls cssgraph_rule — one tool call │ │ │ │ └─────────────────────────────┬─────────────────────────────┘ │ ▼ ┌───────────────────────────────────────────────────────────┐ │ cssgraph MCP Server │ │ │ │ rule · O(1) exact selector lookup · loose/strict impact │ │ explore · properties + overrides + specificity + callers │ │ │ │ │ ▼ │ │ SQLite knowledge graph │ │ classNames · properties · variables · at-rules │ │ edges · FTS5 full-text search │ └───────────────────────────────────────────────────────────┘

  1. Extraction — PostCSS parses CSS/SCSS/Less/Sass into ASTs. CSS-in-JS (styled.div), JSX className references, and template class attributes extracted from .jsx/.tsx/.erb/.haml files.
  2. Storage — Everything goes into a local SQLite database (.cssgraph/cssgraph.db) with FTS5 full-text search. WAL-mode + batch commits for write performance. FTS triggers and unique indexes are deferred during bulk load for speed.
  3. Graph — Edges connect related nodes: contains (selector→property), nests (parent→child selector), overrides (higher specificity selector overrides lower), imports (file→imported file), references (JSX/view file→className, property→CSS variable).
  4. Git-first scanning — git ls-files for instant file discovery. Falls back to filesystem walk on non-git projects.
  5. Parallel parsing — Files dispatched in batches to worker threads via Promise.all. Parses complete concurrently; results flushed in file order for correctness.
  6. Auto-Sync — Native OS file events, debounced, incrementally synced.

CLI Reference

cssgraph init [path] [-w, --workers <n>]  # Initialize + build graph

cssgraph index [path] [-w, --workers ] # Rebuild from scratch cssgraph query # Search for className selectors cssgraph explore # Full style context for a className cssgraph details # O(1) exact selector → file:line lookup cssgraph rule [--strict] # Selector impact: exact + loose/strict files cssgraph impact-selector # Code files affected by a selector cssgraph impact # Blast radius of changing a className cssgraph unused # Find unreferenced class selectors cssgraph cascade # Visualize cascade path cssgraph diagnose [chain...] # Static anchor diagnosis (height/scroll) cssgraph property # Search by CSS property value cssgraph files [path] # Project style file tree cssgraph status [path] # Index statistics cssgraph sync [path] # Incremental update cssgraph serve --mcp # Start MCP server cssgraph mcp-install # Auto-wire to your AI agent (alias: install) cssgraph skill-install # Install/update SKILL.md only (no MCP config changes) cssgraph skill-uninstall # Remove SKILL.md only (no MCP config changes) cssgraph mcp-uninstall # Remove from your AI agent (alias: uninstall) cssgraph version # Print installed version

JSX and View File Scanning (default)

cssgraph always scans:

  • JSX/TSX/JS/TS/ES6 — className references, CSS-in-JS, CSS Modules
  • View templates — .erb, .haml, .html files for class="..." attributes and Haml .classname shorthand

This enables cssgraph_impact, cssgraph_callers, and cssgraph_rule to track both component files AND template files that reference each className.

ProjectTotal filesFirst indexNodesEdges
Small~50~15s~16K~50K
Production monorepo~11K~3-5m~780K~22M

MCP Tools

ToolPurpose
cssgraph_explorePRIMARY: Full style context for a className — properties, overrides, specificity, callers
cssgraph_searchSearch for className selectors by name
cssgraph_callersFind JSX components referencing a className
cssgraph_impactBlast radius of changing a className
cssgraph_ruleBlast radius of a full CSS selector (exact match + loose/strict file impact)
cssgraph_impact_selectorFind code files (JS/TS/JSX/TSX) affected by a CSS selector
cssgraph_detailsO(1) exact selector lookup (no edges, lightweight)
cssgraph_unusedFind class selectors with no incoming references
cssgraph_cascadeVisualize the cascade path for a className
cssgraph_diagnoseStatic anchor diagnosis for scroll/height issues — classifies height declarations as DEFINITE / INDEFINITE / UNVERIFIABLE along the ancestor chain
cssgraph_propertySearch selectors by CSS property value
cssgraph_filesIndexed style file tree
cssgraph_statusIndex health check

Complementary Tool: cssprobe-cli

cssgraph is a static analysis tool — it reads your source code and answers where a class is defined, what cascades over it, and what a change would affect. For runtime questions — what a page actually renders in a browser (overflow, scroll chains, computed height chains, containing block hijacks) — use cssprobe-cli, which opens a real browser and reads computed styles plus DOM metrics. The two tools complement each other:

cssgraph (static)cssprobe-cli (runtime)
Analyzessource code (CSS/SCSS/Less + JSX/TSX + templates)live browser (computed styles + DOM)
Answerswhere a class is defined, cascade, impact, unused CSSactual rendered layout, overflow, scroll, height chains
Whenbefore/without a browserafter static analysis, to verify at runtime
Usagecssgraph init + explore/rule/impactopen + inspect/layout/findings

Recommended workflow for a style problem — go static first, then verify at runtime:

# 1. Static: find the definitions, cascade, and blast radius (cssgraph)

cssgraph explore .btn-primary cssgraph cascade .btn-primary

2. Runtime: confirm what actually renders (cssprobe-cli)

npm i -g cssprobe-cli cssprobe-cli open https://example.com cssprobe-cli inspect .btn-primary cssprobe-cli findings .btn-primary

Install: npm install -g cssprobe-cli (requires Node.js >= 22.5.0). See npm / GitHub.


Supported Languages

LanguageExtensionExtraction
CSS.cssPostCSS standard
SCSS.scsspostcss-scss plugin
Less.lesspostcss-less plugin
Sass (indented).sassCompile → PostCSS
PostCSS custom.pcssPostCSS standard
JSX / TSX.jsx .tsxclassName + CSS-in-JS
JavaScript / TypeScript.js .ts .es6className + CSS Modules
ERB (Rails).erbclass="..." extraction
Haml (Rails).haml.classname + {:class =>} extraction
HTML.htmlclass="..." extraction
CSS Modules.module.css .module.scss .module.lessDynamic import resolution
Tailwindtailwind.config.js + CSS @themev3 JS config + v4 CSS config

Production Scale

ProjectTotal filesFirst indexNodesEdges
Small~50~15s~16K~50K
Production monorepo~11K~3-5m~780K~22M

Project Configuration

Zero-config by default. Optional .cssgraph.json at your project root:

{

"exclude": ["static/vendor/", "/legacy/"], "extensions": { ".pcss": "css" } }

Built-in default excludes (always applied): **/*.test.*,

只显示了开头部分;其余内容请在仓库中阅读

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