Open-source B2B and marketplace ecommerce; new stores include an MCP server for AI agents.
ListSignal
概览
作者提供的说明(英文原文)
B2B sales intelligence: tech stack, Shopify apps, revenue, hiring, contacts and change signals
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。
- 用户评价i暂无评价评价功能将在后续阶段与账户功能一起开放
- 我们的基础检查i1 项中通过 1 项依据公开信息检查;尚未扫描代码
- 使用情况i尚未统计★ –
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: 在云端运行
- 传输方式: Streamable HTTP
- 分类: 网店与支付
- 你需要填写:Authorization
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
- 在作者的服务器上运行:你向它提出的内容会经过他们的服务器。
- 需要你自己填写:
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
- 在云端运行无需安装任何东西,通过互联网连接
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 listsignal https://listsignal.com/mcp --header 'Authorization: your-value'运行前请先填写空着的值。
或者自己复制设置
粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"listsignal": {
"url": "https://listsignal.com/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。
或者自己复制设置
粘贴到项目中的 .vscode/mcp.json
{
"servers": {
"listsignal": {
"type": "http",
"url": "https://listsignal.com/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。
需要你填写的值
Authorization机密 必填 HTTP headerBearer ls_... API key from listsignal.com Settings (free: 1,000 rows/month, counts free)
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
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。
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
注册名称已通过域名 listsignal.com 验证(注册中心会核实域名所有权)
- … 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
- … 尚未检查
端点有响应
尚未检查;我们会轮流检查各个端点
- … 尚未检查
使用 OAuth 登录
尚未检查;我们会轮流检查各个端点
- … 尚未检查
工具描述中没有隐藏指令
尚未检查;我们会在检查端点时读取工具列表
与“网店与支付”中的其他服务器比较i
- 星标数多于此分类中其他 1742 个服务器的 0%
- 发布到注册中心的时间比此分类中其他 1742 个服务器的 74% 更新
- 基础检查结果等于或优于此分类中其他 1742 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
ListSignal 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?
你需要填写:Authorization
它在我的电脑上运行还是在云端?
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。
它还在维护吗?
GitHub 仓库最后更新于–,最新版本(1.1.0)于10天前进入注册中心。
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。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。
有什么可以替代它?
同一分类中有:Spree Commerce: open-source B2B and marketplace ecommerce, Stripe MCP, MCP Cn Commerce
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
Stripe MCP
MCP server integrating with Stripe - tools for customers, products, payments, and more.
MCP Cn Commerce
8 read-only MCP platform entries; support is operation-specific; merchant live acceptance pending
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。
ListSignal MCP Server
B2B data intelligence for AI agents. ListSignal is a business intelligence / sales intelligence MCP server: technographics, technology detection, Shopify app detection, company and domain enrichment, firmographics (revenue and employee estimates), hiring signals with posting dates, SEO scores, and contact data for 10s of millions of online businesses. Discovery runs on Certificate Transparency (CT) logs, so new companies appear within hours of going live.
Questions this server answers directly:
- *What technology does a website use?* (tech stack lookup for any domain)
- *Find companies using [technology]* (Shopify, Klaviyo, HubSpot, 230+ more)
- *Detect Shopify apps on a store* (260+ apps tracked)
- *Domain to company data* (revenue bracket, employees, industry, country)
- *Which companies matching my ICP are hiring right now?*
This is the official, first-party MCP server for ListSignal, hosted at https://listsignal.com/mcp (remote Streamable HTTP, no install needed).
Free tier: 1,000 rows a month, counts free. No card, no sales call. Get a key (Settings → API Keys).
Tools
One filter grammar, shared with the ListSignal dashboard, its CSV export and the REST API: what a company runs (tech all of, tech_any, tech_not, dns_tech, email_provider), who it is (country, business_model, industry, revenue, employees, language, keyword, min_confidence, min_realness), stores (shopify, has_catalog, min_products, max_products, min_price_avg, max_price_avg, min_new_products_30d), SaaS and hiring (has_pricing, hiring, min_job_count, ats), reachability (has_email, has_named_email, has_phone), quality (min_seo_score, max_seo_score), when (first_seen_after, last_checked_after, discovered, freshness) and what changed (changed_field, changed_kind, changed_value, changed_within). Every filter is documented with an example at listsignal.com/data.
| Tool | Costs | What it does |
|---|---|---|
listsignal_count | nothing | How many companies match the filters. Call it first: size a segment, tighten it, then pull. |
listsignal_search_companies | rows returned | One page of companies in the target ranking (small real businesses with contact details first), up to the plan's rows a page; total=true adds the count. |
listsignal_query | rows returned, limit=0 free | Totals, group_by with counts (business model, country, revenue, employees, industry, mail provider, TLD), chosen fields, up to 500 rows on Pro and Scale. |
listsignal_get_company | one row | Everything about one domain: 121 fields, the last 20 changes, each email with its kind and a deliverability verdict, the naming pattern, the people found on the site. |
listsignal_changes | rows returned | The change feed, newest first: a technology added or removed, hiring started, a revenue band moved, a site down. |
listsignal_dataset_stats | nothing | Live dataset statistics, refreshed every 60 seconds. Citable. |
Example prompts that work well:
- "How many Shopify stores in Australia with 300+ products run Klaviyo but not Gorgias, with a person's email on the site?"
- "Find UK SaaS companies that are hiring right now and publish an address"
- "Who went from zero to open roles in the last 30 days in the US, UK, Canada or Australia?"
- "What tech stack does gymshark.com run, and what changed there this month?"
Setup
Claude (Desktop / Code)
{
"mcpServers": { "listsignal": { "type": "http", "url": "https://listsignal.com/mcp", "headers": { "Authorization": "Bearer ls_YOUR_KEY" } } } }
Claude Code one-liner:
claude mcp add --transport http listsignal https://listsignal.com/mcp \
--header "Authorization: Bearer ls_YOUR_KEY"
Claude on the web (claude.ai)
claude.ai's connector settings accept a URL only, no headers, so put the key in the URL:
- Settings → Connectors → Add custom connector
- Name:
ListSignal - URL:
https://listsignal.com/mcp/k/ls_YOUR_KEY - Leave the OAuth fields empty, click Add, then enable it in a chat via the tools menu.
Treat that URL like a password. If it leaks, revoke the key in Settings and create a new one.
Cursor
Settings → MCP → Add server, or .cursor/mcp.json:
{
"mcpServers": { "listsignal": { "url": "https://listsignal.com/mcp", "headers": { "Authorization": "Bearer ls_YOUR_KEY" } } } }
Clients without native HTTP support (stdio bridge)
{
"mcpServers": { "listsignal": { "command": "npx", "args": ["-y", "mcp-remote", "https://listsignal.com/mcp", "--header", "Authorization: Bearer ls_YOUR_KEY"] } } }
Auth, limits, errors
- Auth:
Authorization: Bearer ls_...(orX-API-Key). Keys are created in Settings after free signup; make one per connector so each can be revoked alone. - Plans meter rows a month on every surface (dashboard CSV, REST, MCP): Free 1,000 / Starter 2,500 / Pro 15,000 / Scale 75,000. A call costs the rows it returns; counts, group-bys with
limit=0and dataset stats are free and keep working when the month is spent. Rate limits are the plan's searches a minute: 10 / 30 / 120 / 300. - Contact emails and phones are returned on paid plans; the free tier gets contactability and counts.
- Tool errors are returned in-band with actionable messages, so agents self-correct in one retry.
REST API
The same data is available as a plain REST API, documented at listsignal.com/developers with an OpenAPI 3.1 contract at listsignal.com/openapi.json.
Keywords / what this is for
MCP server, Model Context Protocol, B2B data, sales intelligence, business intelligence, domain intelligence, technographics, technology detection, tech stack lookup, Shopify app detection, company enrichment, domain enrichment, competitive intelligence, firmographics, lead generation, Certificate Transparency, ai-agents, llm-tools, Claude, Cursor, agent tools.
About the data
ListSignal discovers businesses from Certificate Transparency logs (so it finds companies the moment they go live), then enriches each domain with technology detection (230+ technologies, 260+ Shopify apps), revenue and employee estimation, business classification, hiring signals from 14,000+ job boards (Greenhouse, Lever, Workday, Personio and more, with posting dates), SEO scoring, and published contact data. Methodology: listsignal.com/scoring/revenue-estimation.