Open-source B2B and marketplace ecommerce; new stores include an MCP server for AI agents.
Amazon MCP
概览
作者提供的说明(英文原文)
Amazon data MCP: products, reviews, niches, WIPO design/IP + US litigation, AI search & trends.
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
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。
- 注册中心没有列出需要填写的密钥。
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 …”。
适用于网页版、桌面版和手机版 Claude:
- 打开 Settings → Connectors
- 点击 Add custom connector
- 粘贴下面的地址,然后点击 Add
- 如果要求登录,请登录作者的服务
https://mcp.pangolinfo.com/mcp?api_key={api_key}地址中有只有你知道的 {…} 部分(例如你的账户),请复制后自行填写。
在终端中运行这条命令
claude mcp add --transport http amazon 'https://mcp.pangolinfo.com/mcp?api_key={api_key}'地址中有只有你知道的 {…} 部分(例如你的账户),请复制后自行填写。
或者自己复制设置
粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"amazon": {
"url": "https://mcp.pangolinfo.com/mcp?api_key={api_key}"
}
}
}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。
地址中有只有你知道的 {…} 部分(例如你的账户),请复制后自行填写。
或者自己复制设置
粘贴到项目中的 .vscode/mcp.json
{
"servers": {
"amazon": {
"type": "http",
"url": "https://mcp.pangolinfo.com/mcp?api_key={api_key}"
}
}
}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。
ChatGPT 只能连接互联网上的服务器:
- 打开网页版 ChatGPT → Settings → Connectors (Apps)
- 点击 Create 或 Add(部分套餐需要先在 Advanced 中开启 Developer mode)
- 粘贴下面的地址,起个名字,然后保存
- 如果要求登录,请登录作者的服务
https://mcp.pangolinfo.com/mcp?api_key={api_key}地址中有只有你知道的 {…} 部分(例如你的账户),请复制后自行填写。
菜单名称可能因套餐和版本不同而略有差异。
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
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7日
- ✓ 通过
作者与仓库一致
注册名称已通过域名 pangolinfo.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
- – 不适用
端点有响应
这个地址需要填入你自己的账户信息,所以我们无法替你检查
- – 不适用
使用 OAuth 登录
这个地址需要填入你自己的账户信息,所以我们无法替你检查
- … 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 2534 个服务器的 0%
- 发布到注册中心的时间比此分类中其他 2534 个服务器的 28% 更新
- 基础检查结果等于或优于此分类中其他 2534 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
Amazon MCP 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(0.8.0)于3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。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。
pangolinfo-mcp
Pangolinfo MCP server — 18 Amazon e-commerce & IP data tools for AI assistants via Model Context Protocol.
🔗 Official site: [www.pangolinfo.com](https://tool.pangolinfo.com/#/en/system/loading?sourceTag=github_amz)
Plug your favorite AI client (Claude Code, Cursor, Cline, Windsurf, Codex, Hermes, OpenClaw) into Pangolinfo's Amazon Scraper APIs and let the AI run real-time ad tracking, Sponsored Products analysis, VOC sentiment analysis, keyword monitoring, and competitor product audit — plus keyword research, listing analysis, review mining, niche discovery, category navigation, AI search lookups, keyword-trend checks, and WIPO trademark clearance — all from natural-language instructions.
⚠️ BREAKING CHANGE in 0.7.0 — `pacer_search` retired, merged into `wipo_search`
The standalone
pacer_searchtool was removed. US patent-litigation (PACER) lookups
are now reached by passing
enableLitigation=truetowipo_search— it finds the patent
and joins the related US litigation cases in a single call. Prompts/scripts pinning
pacer_searchwill getToolNotFound; switch towipo_searchwithenableLitigation.
Earlier breaking change (0.3.0 — tool renames)
| Old name (≤ 0.2.x) | New name (0.3.0+) |
| --- | --- |
|
google_ai_search|ai_search|
|
google_trends|keyword_trends|
Tool names changed to remove third-party brand references from the public MCP interface.
Tool parameters, return shape, and pricing are unchanged.
| Version | 0.7.3 |
| Tools | 18 business tools (+ a free local pangolinfo_capabilities introspection call) |
| Transport | stdio (local) · streamable HTTP (hosted — see below) |
| Runtime | Node.js 18+ |
| License | MIT |
| Get an API key | https://tool.pangolinfo.com/#/en/system/loading?sourceTag=github_amz |
Install
Recommended: one-line installer (covers 7 AI clients)
The Pangolinfo Installer detects your AI client, writes the right config files, and you're done. Pass --scope=mcp to install only this MCP server (skip the Skills package).
macOS / Linux
curl -fsSL https://pangolinfo.dev/install.sh | sh -s -- \
--agent= \ --scope=mcp \ --api-key=pgl_xxxxxxxxxxxx
Windows (PowerShell)
irm https://pangolinfo.dev/install.ps1 | iex; `
Install-Pangolinfo -Agent -Scope mcp -ApiKey pgl_xxxxxxxxxxxx
is one of: claude-code, cursor, cline, windsurf, codex, hermes, openclaw.
After the installer finishes, restart your AI client so it picks up the new mcpServers entry.
Manual install (just download one file)
The release artifact is a single self-contained `server.mjs` (~800 KB) — all dependencies are bundled in. No npm install needed.
# macOS / Linux
mkdir -p ~/.local/lib/pangolinfo-mcp curl -fsSL https://github.com/pangolinfo/pangolinfo-mcp/releases/latest/download/server.mjs \ -o ~/.local/lib/pangolinfo-mcp/server.mjs chmod +x ~/.local/lib/pangolinfo-mcp/server.mjs
# Windows (PowerShell)
$dir = "$env:LOCALAPPDATA\pangolinfo-mcp" New-Item -ItemType Directory -Force -Path $dir | Out-Null irm https://github.com/pangolinfo/pangolinfo-mcp/releases/latest/download/server.mjs ` -OutFile "$dir\server.mjs"
Then wire it into your AI client — see the per-client snippets below. Point args at the file you just downloaded.
Developers: to build from source,
git clonethis repo and runnpm install && npm run build. The produceddist/server.mjsis identical to the release asset.
Get an API key
- Sign up at https://tool.pangolinfo.com/#/en/system/loading?sourceTag=github_amz
- Copy your
pgl_xxxxxxxxkey from the dashboard - Top up credits if needed (each Amazon Scraper API call costs 0.75 credits;
pangolinfo_capabilitiesis free)
Manual configuration (per AI client)
Replace /abs/path/to/pangolinfo-mcp/dist/server.mjs with your real path, and pgl_xxxxxxxx with your key.
Claude Code (~/.claude/settings.json)
{
"mcpServers": { "pangolinfo": { "command": "node", "args": ["/abs/path/to/pangolinfo-mcp/dist/server.mjs"], "env": { "PANGOLINFO_API_KEY": "pgl_xxxxxxxx" } } } }
Prefer
claude mcp add --scope user pangolinfo node /abs/path/to/dist/server.mjs— it writes the same entry without hand-editing JSON.
Cursor (~/.cursor/mcp.json)
{
"mcpServers": { "pangolinfo": { "command": "node", "args": ["/abs/path/to/pangolinfo-mcp/dist/server.mjs"], "env": { "PANGOLINFO_API_KEY": "pgl_xxxxxxxx" } } } }
Cline (VS Code extension)
Open Cline → MCP Servers → Edit settings JSON, then add:
{
"mcpServers": { "pangolinfo": { "command": "node", "args": ["/abs/path/to/pangolinfo-mcp/dist/server.mjs"], "env": { "PANGOLINFO_API_KEY": "pgl_xxxxxxxx" } } } }
The settings file lives at /globalStorage/saoudrizwan.claude-dev/settings/cline_mcp_settings.json. If you're on the standalone Cline CLI, use ~/.cline/data/settings/cline_mcp_settings.json instead.
Windsurf (~/.codeium/windsurf/mcp_config.json)
{
"mcpServers": { "pangolinfo": { "command": "node", "args": ["/abs/path/to/pangolinfo-mcp/dist/server.mjs"], "env": { "PANGOLINFO_API_KEY": "pgl_xxxxxxxx" } } } }
Codex (~/.codex/config.toml)
[mcp_servers.pangolinfo]
command = "node" args = ["/abs/path/to/pangolinfo-mcp/dist/server.mjs"]
[mcp_servers.pangolinfo.env] PANGOLINFO_API_KEY = "pgl_xxxxxxxx"
Hermes (~/.hermes/config.yaml)
mcp_servers:
pangolinfo: command: node args: ["/abs/path/to/pangolinfo-mcp/dist/server.mjs"] env: PANGOLINFO_API_KEY: pgl_xxxxxxxx
OpenClaw (~/.openclaw/openclaw.json)
{
"mcpServers": { "pangolinfo": { "command": "node", "args": ["/abs/path/to/pangolinfo-mcp/dist/server.mjs"], "env": { "PANGOLINFO_API_KEY": "pgl_xxxxxxxx" } } } }
Hosted (remote HTTP) — no local install
Don't want to install anything? Point your AI client at the hosted endpoint instead of a local server.mjs. This is the streamable HTTP transport (MCP spec), multi-tenant — you bring your own key on every request.
| Endpoint | https://mcp.pangolinfo.com/mcp |
| Transport | Streamable HTTP (POST + SSE) |
| Auth | Your pgl_xxxxxxxx key, via Bearer header or URL query |
Passing your API key — two ways
1. `Authorization` header (recommended)
Authorization: Bearer pgl_xxxxxxxx
This is the preferred method: the key stays out of URLs, logs, and browser history. The Bearer scheme is matched case-insensitively (bearer, BEARER, Bearer all work) and extra whitespace is tolerated.
2. `?api_key=` URL query (fallback)
https://mcp.pangolinfo.com/mcp?api_key=pgl_xxxxxxxx
Easiest for clients that only let you paste a URL. If your key contains URL-special characters, URL-encode it. The header (method 1) takes precedence if both are supplied.
Client config example (Claude Code / Cursor — "url"-style remote MCP)
{
"mcpServers": { "pangolinfo": { "url": "https://mcp.pangolinfo.com/mcp", "headers": { "Authorization": "Bearer pgl_xxxxxxxx" } } } }
If your client can't set headers, fall back to the URL form:
"url": "https://mcp.pangolinfo.com/mcp?api_key=pgl_xxxxxxxx".
Notes for custom / raw HTTP integrations
If you're calling the endpoint directly (not through a standard MCP client):
- POST your JSON-RPC body to
/mcp. - The MCP streamable transport normally requires the request to advertise both
application/jsonandtext/event-streamin itsAcceptheader. This server backfills the missing media type for you, so a plainAccept: application/json,Accept: */*, or even a missingAcceptheader all work — you don't need to hand-craft it. - A
401means the key was not found in either the header or the query string — check that your client actually sent it (some libraries drop theAuthorizationheader on cross-origin redirects).
Tools (20)
See MCP-TOOLS-MAP.md for the full coordination graph (which tools chain into which).
| # | Tool | Purpose | Cost (credits) |
|---|---|---|---|
| 1 | search_amazon | Amazon keyword search → structured product list | 0.75 |
| 2 | get_amazon_product | Single-ASIN listing detail (title / bullets / features / videos with type + section / aiReviewsSummary) | 0.75 |
| 3 | get_amazon_delivery_time | Single-ASIN listing detail with destination-specific delivery estimates | 2 |
| 4 | get_amazon_reviews | Batch reviews for an ASIN (VOC mining); 11 marketplaces including France (site: "amz_fr" → www.amazon.fr) and Japan (amz_jp) | 0.75 |
| 5 | list_bestsellers | Amazon Bestsellers by category | 0.75 |
| 6 | list_new_releases | Amazon New Releases by category | 0.75 |
| 7 | list_seller_products | Catalog of products under one seller | 0.75 |
| 8 | list_category_products | All products in a category leaf | 0.75 |
| 9 | search_categories | Search Amazon category tree by keyword | 0.75 |
| 10 | get_category_children | Drill down one level in the category tree | 0.75 |
| 11 | filter_categories | Filter category nodes by criteria | 0.75 |
| 12 | filter_niches | Niche discovery (size × competition × growth) | 0.75 |
| 13 | get_category_paths | Resolve full ancestor paths for a category node | 0.75 |
| 14 | search_local_maps | Google Maps local business search | 0.75 |
| 15 | wipo_search | WIPO global design / trademark search (IP clearance). Set enableLitigation=true to also join related US patent-litigation (PACER) cases in the same call | 2 (+12 when enableLitigation finds a patent) |
| 16 | ai_search | AI Search via Google SERP (AI Overview + organic, with compliance disclaimer) | 2 |
| 17 | keyword_trends | Keyword Trends via Google Trends (with compliance disclaimer) | 1.5 |
| 18 | scrape_url | Power-user escape hatch: scrape a raw Amazon URL + parserName (non-standard pages) | 0.75 |
| 19 | search_amazon_alexa | Amazon Rufus AI conversational product picks (scene-based, no keyword) | 6 |
| 20 | get_amazon_alexa_questions | Alexa Listing API: extract ASIN-bound PDP preset questions; optionally answer each | 0/5 discovery outcome + 20/answered region (max 45) |
For competing offers, call scrape_url with parserName=amzFollowSeller and either an ASIN in content or an Amazon product URL. Each returned item includes soldBy, hasSoldByLink (linked seller name vs. plain text), and optional isFeatured for the featured offer.
Plus a free local call:
pangolinfo_capabilitiesreturns the full tool catalog, canonical workflows, and usage tips with no backend round-trip (0 credits). It is a self-introspection helper, not one of the 20 data tools.
Default marketplace is Amazon US (marketplaceId=ATVPDKIKX0DER, zip=90001). Override per call via tool arguments.
⏱️ Slow tools & your client's tool-call timeout
Two tools legitimately run long because they wait on live AI generation:
| Tool | Typical latency | Worst case |
|---|---|---|
search_amazon_alexa (Rufus) | 60–90s per prompt | >200s for multiple prompts |
ai_search | ~30s | ~60s |
Most MCP clients enforce a per-tool-call timeout — often 60 seconds of silence — and abort the call if nothing comes back in time. When that happens the client reports a transport-level timeout/disconnect, and the agent mistakes it for "the tool is unavailable/broken." This is the usual reason search_amazon_alexa gets flagged as unavailable
只显示了开头部分;其余内容请在仓库中阅读