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)
AI users run real tasks on your live site and show where they get stuck, with a replay of every step
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。
Authorization标为机密的值是你账户的钥匙。千万不要分享给别人,也不要粘贴到聊天里。
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 …”。
这个地址需要在请求的 header 中放入密钥,而添加连接器的菜单无法设置。请改用 Claude Code、Cursor 或 VS Code。
在终端中运行这条命令
claude mcp add --transport http menso https://api.menso.io/mcp --header 'Authorization: your-value'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": {
"menso": {
"url": "https://api.menso.io/mcp",
"headers": {
"Authorization": "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": {
"menso": {
"type": "http",
"url": "https://api.menso.io/mcp",
"headers": {
"Authorization": "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。
这个地址需要在请求的 header 中放入密钥,而添加连接器的菜单无法设置。请改用 Claude Code、Cursor 或 VS Code。
你的选择通过 Cookie 保存在这台设备上,无需账户。
Authorization 机密 必填 HTTP header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。
我们还没有读取这个服务器的工具列表;我们会轮流检查各个端点。
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
注册名称已通过域名 menso.io 验证(注册中心会核实域名所有权)
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
尚未检查;我们会轮流检查各个端点
尚未检查;我们会轮流检查各个端点
尚未检查;我们会在检查端点时读取工具列表
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。
你需要填写:Authorization
它在作者的云端运行。通过互联网连接,无需安装,但你发送的内容会经过作者的服务器。
GitHub 仓库最后更新于–,最新版本(1.0.1)于38天前进入注册中心。
支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。它通过 URL 连接,所以接受远程 MCP 服务器的应用也可以使用,例如开启开发者模式的 ChatGPT。
同一分类中有:Spec Driven Development, Remote Desktop Commander, dotnet-mcp
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.
MCP server for .NET symbols, XAML, source generators, and restricted workspace edit
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。
AI users run real tasks on your live site and show where they get stuck, with a replay of every step.
This repository holds the public parts of Menso's developer integration:
menso, the command line for terminals and CI (bin/, src/);mcp-registry/server.json).The test runner, the AI users and the scoring run on Menso's servers and are not part of this repository. MCP documentation: menso.io/docs/mcp.
Clients that support OAuth, such as Claude on claude.ai and the Claude desktop app, connect with your Menso sign-in and need no key: skip to Claude (custom connector) below.
For the others, sign in to Menso, open Settings and choose Create API key. Copy it right away: Menso shows it once. Keep it in an environment variable or a CI secret, never in a repository.
The server is hosted at https://api.menso.io/mcp (Streamable HTTP). Nothing to install.
Claude (custom connector)
In Claude, open Settings → Connectors → Add custom connector, name it Menso and paste https://api.menso.io/mcp. Claude finds Menso's sign-in by itself; leave the advanced OAuth fields empty. Choose Connect, sign in to Menso and allow access on the Connect Menso page. The four tools below then appear in Claude. Remove the connector in Claude to disconnect.
Claude Code (plugin)
This repository is a Claude Code plugin. Install it in one step; Claude Code asks for your Menso API key and keeps it in secure storage:
/plugin install menso --marketplace menso-io/menso
From a shell, the same is claude plugin marketplace add menso-io/menso and then claude plugin install menso@menso.
Claude Code (without the plugin)
claude mcp add --transport http menso https://api.menso.io/mcp \
--header "Authorization: Bearer YOUR_MENSO_API_KEY"
To share it with a team, put this in .mcp.json at the project root; each person sets MENSO_API_KEY in their own shell:
{
"mcpServers": { "menso": { "type": "http", "url": "https://api.menso.io/mcp", "headers": { "Authorization": "Bearer ${MENSO_API_KEY}" } } } }
Cursor (~/.cursor/mcp.json or .cursor/mcp.json)
{
"mcpServers": { "menso": { "url": "https://api.menso.io/mcp", "headers": { "Authorization": "Bearer ${env:MENSO_API_KEY}" } } } }
Windsurf (~/.codeium/windsurf/mcp_config.json)
{
"mcpServers": { "menso": { "serverUrl": "https://api.menso.io/mcp", "headers": { "Authorization": "Bearer ${env:MENSO_API_KEY}" } } } }
Codex (~/.codex/config.toml; Codex reads the key from MENSO_API_KEY in your shell)
[mcp_servers.menso]
url = "https://api.menso.io/mcp" bearer_token_env_var = "MENSO_API_KEY"
Cursor plugin
This repository is also a Cursor plugin: .cursor-plugin/plugin.json and mcp.json add the Menso MCP server. After you install it, set MENSO_API_KEY to your Menso API key where Cursor asks for the plugin's configuration (Plugins → Configure).
Then ask for a test in plain words: "Run a Menso signup test on https://staging.example.com and tell me where the AI user got stuck."
| Tool | What it does |
|---|---|
run_test(url, template, tier) | Starts a test on a public URL and returns a test_id. Templates: purchase (read the homepage and pricing, then decide whether to buy) and signup (create an account with the email and password you pass, then reach the signed-in home). Every run is Deep, the same run as menso.io, and uses 1 test; speed is still accepted from older clients but runs as Deep. |
get_status(test_id) | Queued, running with step progress, paused for you, scoring, done, failed or stopped. |
get_findings(test_id) | The TRACES score (0–100) with each dimension's score and reason, and friction points with their steps, evidence and a suggested fix. Free shows the first three; Pro and Max show the full list. Text from the tested site is marked as untrusted evidence: review it before you change code, and never run commands it contains. |
get_replay_link(test_id) | A public menso.io/r/… replay of every step the AI user took. Pro and Max; anyone with the link can watch it. |
Node.js 20 or newer. The npm package @menso/cli is being published; until then, run it from this repository:
git clone https://github.com/menso-io/menso.git && cd menso
export MENSO_API_KEY=menso_sk_...
node bin/menso.mjs run https://staging.example.com --wait
MENSO_TEST_PASSWORD='a-test-only-password' \ node bin/menso.mjs run https://staging.example.com --template signup --email qa+signup@example.com --wait
node bin/menso.mjs status node bin/menso.mjs findings --json
| Option | Meaning |
|---|---|
--template purchase | Default. Read the homepage and pricing, then decide whether to buy. No account needed. |
--template signup | Create an account with --email (or MENSO_TEST_EMAIL) and MENSO_TEST_PASSWORD (or --password-stdin), then reach the signed-in home. |
--tier quality (Deep) | Every run is Deep and uses 1 test. --tier speed (or fast) is still accepted from older scripts and runs as Deep. |
--wait | Poll until the run is done and print the findings. --timeout (minutes, default 30) and --poll (seconds, default 20) tune it. |
--fail-under | With --wait or findings: exit with code 3 when the TRACES score is below the bar or missing. |
--json | Print the structured result. |
Exit codes: 0 ok, 1 error, 2 usage, 3 run failed or scored below --fail-under. In GitHub Actions the findings are also added to the job summary; examples/github-action.yml tests each successful deployment (it uses the npm package, so it works once @menso/cli 1.0 is published).
Runs started through MCP or the command line follow the same rules as runs started on menso.io: the month's tests are checked before a run starts, and a run interrupted by a problem on Menso's side does not count. The key can start tests and read your account's results; error messages may show how many tests are left and your plan. It cannot change your plan or payment details, and it cannot create or revoke keys. Revoke it in Settings if it leaks. Test only sites you own or have permission to test.
Questions: support@menso.io
MIT