ListSignal

com.listsignalv1.0.0更新於 Oct 4, 2026

B2B sales intelligence: tech stack, Shopify apps, revenue, hiring and contacts for 16M+ domains

已驗證Streamable HTTP可網頁執行Business & CommerceData & Analytics

概覽

AI 產生的概覽

讓助理查詢 1600 萬個以上網域的 B2B 企業資料,包括技術堆疊、Shopify 應用、營收、招募與聯絡資訊。

功能
ListSignal 是託管的 B2B 銷售情報伺服器。搜尋工具可依技術、Shopify 應用、國家、商業模式、營收區間或招募狀態尋找企業,篩選條件以 AND 組合,每次呼叫最多回傳 100 家依流量排序的公司。企業工具會回傳某個網域的所有已知資訊:技術、Shopify 應用、營收與員工規模估計、含招募明細的職缺、SEO 分數、流量排名,以及付費方案下的聯絡信箱。第三個工具提供即時資料集統計。
適用情境
適合開發銷售名單與市場研究:篩選使用某項技術的公司、查看某網域的技術堆疊、為網域補充企業概況,或找出正在招募的公司。它面向銷售、行銷與競爭情報流程,而非一般網頁搜尋。
執行需求
遠端 Streamable HTTP 端點 listsignal.com/mcp,不需本機安裝。需要 API 金鑰,透過 Authorization 的 Bearer 權杖(或 X-API-Key 標頭)傳送,免費註冊後在設定中建立。不支援原生 HTTP 的用戶端可用 npx mcp-remote 橋接。免費額度為每月 1,000 次呼叫。
安裝前請注意
Authorization 標頭帶有金鑰,請勿放入共用設定。聯絡信箱僅在付費方案回傳,更高配額也需付費,因此可能產生費用。查詢會把所查網域與篩選條件傳送給第三方服務,且結果屬於第三方估計,並非已查證的事實。

安裝

在 SourceWeft 中

  1. 開啟 儀表板中的 ListSignal,將其新增到工作區。
  2. 為需要使用其工具的對話啟用該服務。

Web executable,透過 Streamable HTTP。 遠端服務在工作區中設定後即可從網頁執行環境執行。

其他 MCP 客戶端

把它新增到你客戶端的 mcpServers 設定中。

{
  "mcpServers": {
    "listsignal": {
      "type": "http",
      "url": "https://listsignal.com/mcp"
    }
  }
}

README

ListSignal MCP Server

[MCP] [API] [Free tier]

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 16M+ 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 calls/month. No card, no sales call. Get a key (Settings → API Key).

Tools

ToolWhat it does
listsignal_search_companiesFind companies by technology, Shopify app, country, business model, revenue bracket, or hiring status. Filters combine with AND; returns up to 100 traffic-ranked companies per call.
listsignal_get_companyEverything ListSignal knows about one domain: technologies, Shopify apps, revenue/employee estimates, open jobs with a hiring breakdown, SEO score, traffic rank, contact emails (paid plans).
listsignal_dataset_statsLive dataset statistics (16M+ businesses, refreshed every 60 seconds). Citable.

Example prompts that work well:

  • "Find SaaS companies in France using HubSpot that are hiring"
  • "What tech stack does gymshark.com run, and are they hiring?"
  • "Build me a list of US Shopify stores using Klaviyo with $1M-$10M revenue"

Setup

Claude (Desktop / Code)

json
{  "mcpServers": {    "listsignal": {      "type": "http",      "url": "https://listsignal.com/mcp",      "headers": { "Authorization": "Bearer ls_YOUR_KEY" }    }  }}

Claude Code one-liner:

bash
claude mcp add --transport http listsignal https://listsignal.com/mcp \  --header "Authorization: Bearer ls_YOUR_KEY"

Cursor

Settings → MCP → Add server, or .cursor/mcp.json:

json
{  "mcpServers": {    "listsignal": {      "url": "https://listsignal.com/mcp",      "headers": { "Authorization": "Bearer ls_YOUR_KEY" }    }  }}

Clients without native HTTP support (stdio bridge)

json
{  "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_... (or X-API-Key). Keys are created in Settings after free signup.
  • Quotas: Free 1,000 / Starter 5,000 / Pro 25,000 calls per month. Only successful calls count. Rate limits: 30/60/120 per minute.
  • Contact emails 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.

來源:README.md,提交 0e34ba2

工具

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工具後設資料尚未被收錄。

版本歷史

1
  1. v1.0.0最新Oct 4, 2026