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)
Web navigation and verification for AI agents: page digest, typed diff per action, assertions.
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": {
"snapsurf": {
"command": "npx",
"args": [
"-y",
"@zumer/snapsurf"
]
}
}
}在终端中运行这条命令
claude mcp add snapsurf -- npx -y @zumer/snapsurf粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"snapsurf": {
"command": "npx",
"args": [
"-y",
"@zumer/snapsurf"
]
}
}
}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": {
"snapsurf": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@zumer/snapsurf"
]
}
}
}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 zumerlab 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(0.1.2)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 Node.js。
同一分类中有:Spec Driven Development, Remote Desktop Commander, Apify MCP Server
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.
Extract data from any website with thousands of scrapers, crawlers, and automations on Apify Store ⚡
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。
Web navigation and verification for AI agents.
Most browser tools tell an agent what a page looks like now. SnapSurf tells it what its last action changed: a compact semantic digest of the page, a typed diff after each action (content, state, layout and clickability, including when nothing observable changed), and assertions over that exact diff. Missing evidence and uncertainty are reported, not hidden.
It runs locally as an MCP server or CLI with its own Chromium session. The observation code also works as an in-page library built on SnapDOM.
Version 0.1.3 is experimental.
Requires Node.js 22 or newer. Add a stdio server that runs this command; Chromium for Playwright is installed automatically the first time it starts:
{
"command": "npx", "args": ["-y", "-p", "@zumer/snapsurf@latest", "snapsurf-mcp"] }
With Claude Code, install the plugin, which adds the tools and a browse skill with the method:
/plugin marketplace add zumerlab/snapsurf
/plugin install snapsurf@zumerlab
or register the server alone:
claude mcp add --scope user snapsurf -- npx -y -p @zumer/snapsurf@latest snapsurf-mcp
Codex has the same plugin (tools plus the browse skill):
codex plugin marketplace add zumerlab/snapsurf
codex plugin add snapsurf@zumerlab
Cursor, VS Code, Gemini CLI, Windsurf and the OpenAI Agents SDK take the same server command; per-client snippets are in Integrations. Its name in the official MCP Registry is io.github.zumerlab/snapsurf.
To pin a version or avoid npx at startup, install once and point the client at the server file:
mkdir snapsurf && cd snapsurf
npm install @zumer/snapsurf
{
"command": "node", "args": ["/ABS/PATH/snapsurf/node_modules/@zumer/snapsurf/mcp/server.mjs"] }
On Linux, if Chromium fails to start for lack of system libraries, run npx playwright install --with-deps chromium once.
Ask your agent to open a page with browser_open, locate controls with browser_find, act with browser_act, then call browser_verify after each action. Read structuredContent for the result.
Read AGENTS.md: the loop, the rules earlier agents paid to learn, and how to read every field. skill/SKILL.md is the same method packaged as a Claude Code skill. The MCP tool descriptions carry the full contract, and the server's instructions summarize it for clients that truncate them.
browser_verify returns a diffId for the observed transition. Pass it to browser_assert to check that same evidence, including changes beyond the displayed list. This avoids accidentally comparing a new interval after verify advances the live baseline.
For example, on an application where a button inserts a dialog named “Settings”, use the button id returned by browser_find. With a connected MCP client:
await client.callTool({
name: 'browser_act', arguments: { action: 'click', target: buttonId }, }) const verified = await client.callTool({ name: 'browser_verify', arguments: {} }) const { diffId } = verified.structuredContent if (!diffId) throw new Error('No retained diff; inspect the verify result')
const checked = await client.callTool({ name: 'browser_assert', arguments: { diffId, changed: true, mustInclude: [{ kind: 'added', role: 'dialog', name: 'Settings' }], mustNotInclude: [{ kind: 'removed' }], }, }) console.log(checked.structuredContent.pass, checked.structuredContent.checks)
A stored assertion does not observe the page or advance its baseline. Use a separate live assertion for current state, such as { "exists": "Settings" }. Failed assertions return pass: false and MCP isError: true. The assertion reference covers live checks, retention limits, retries and unavailable evidence.
authState: "unknown" does not prove authentication.changed: false means no observable change. It is a valid result, not proof that the user's task succeeded. Missing evidence and uncertainty are reported explicitly.Start the daemon in one terminal:
npx -y @zumer/snapsurf serve
Then run a local smoke check in another:
npx -y @zumer/snapsurf open 'data:text/html,<h1>Local%20check</h1>'
npx -y @zumer/snapsurf assert '{"exists":"Local check"}' npx -y @zumer/snapsurf stop
From a directory where you ran npm install @zumer/snapsurf, npx snapsurf does the same without downloading anything. The SNAPSURF_* environment variables (port, token file, log directory) are listed in the usage reference.
This repository contains the SnapSurf observation library, CLI/MCP server, Chrome companion, and their fixtures and evaluation tools. Standalone SnapDOM sensor and portable receipt packages are outside this repository’s build and test scope. Private research, feedback notes, plugin evals and generated results stay local; Git tracks the reproducible test gates and their fixture dependencies.
To modify SnapSurf itself, clone the source and install the development dependencies:
git clone https://github.com/zumerlab/snapsurf.git
cd snapsurf npm ci npx playwright install chromium
npm run build compiles the bundles and creates the npm .tgz package.
Then run the checks:
npm test
npm run test:lint npm run test:regression npm run test:pack
Usage and API reference covers CLI commands, report fields, checkpoints, the library and Chrome companion. Release guide covers validation, publication and the MCP Registry.
MIT licensed. Copyright © Juan Martin Muda / zumerlab. See LICENSE.