
Amazon Mcp
com.pangolinfoPublished by pangolinfo.comOfficial publisherv0.8.0Updated Oct 27, 2026
Amazon data MCP: products, reviews, niches, WIPO design/IP + US litigation, AI search & trends.
Overview
Pangolinfo's Amazon data MCP server: lets an assistant search Amazon listings, mine reviews, explore niches and categories, and run IP and trend lookups.
- What you can do
- Search Amazon and pull product detail, delivery estimates and batch reviews for an ASIN
- Browse bestsellers, new releases, seller catalogs, category leaves and the category tree, and filter niches by size, competition and growth
- Run WIPO design and trademark searches, optionally joined with US patent-litigation cases
- Query AI search results, keyword trends, Google Maps local businesses and Amazon Rufus conversational picks
- Scrape a raw Amazon URL with a chosen parser, and list the server's own tool catalog for free
- When to use it
- Useful for e-commerce sellers, brand and IP teams, and analysts who want an assistant to research Amazon products, competitors, reviews and niches, or to check trademark and design clearance, without building scraper integrations themselves.
- Requirements
- A Pangolinfo API key (pgl_ prefix), passed as a Bearer header or api_key query parameter for the hosted endpoint, or via PANGOLINFO_API_KEY for the local Node.js 18+ server. Paid credits are consumed per call; a free capabilities call needs no credits. Network access to Pangolinfo's API hosts is required.
Installation
In SourceWeft
- Open Amazon Mcp in the dashboard and add it to a workspace.
- Enable the server for the chats that should use its tools.
Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.
Other MCP clients
Follow the launch instructions in the repository.
README
pangolinfo-mcp
Pangolinfo MCP server — 18 Amazon e-commerce & IP data tools for AI assistants via Model Context Protocol.
🔗 Official site: www.pangolinfo.com
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_searchretired, merged intowipo_searchThe standalone
pacer_searchtool was removed. US patent-litigation (PACER) lookups are now reached by passingenableLitigation=truetowipo_search— it finds the patent and joins the related US litigation cases in a single call. Prompts/scripts pinningpacer_searchwill getToolNotFound; switch towipo_searchwithenableLitigation.Earlier breaking change (0.3.0 — tool renames)
Tool names changed to remove third-party brand references from the public MCP interface. Tool parameters, return shape, and pricing are unchanged.
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
Windows (PowerShell)
<your-agent> 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.
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)
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)
Cline (VS Code extension)
Open Cline → MCP Servers → Edit settings JSON, then add:
The settings file lives at <vscode-user>/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)
Codex (~/.codex/config.toml)
Hermes (~/.hermes/config.yaml)
OpenClaw (~/.openclaw/openclaw.json)
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.
Passing your API key — two ways
1. Authorization header (recommended)
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)
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)
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).
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:
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 — it reliably crosses the silent 60s line.
Two things keep this from happening:
-
The server emits progress heartbeats. While a tool runs, the server sends a
notifications/progressevery 15s if your client included aprogressTokenin the call. Spec-compliant clients reset their idle timeout on each heartbeat, so the whole 60–90s render stays under the wire. Most modern MCP clients send aprogressTokenautomatically — no action needed. -
Raise the client timeout for clients that don't honor progress. If your client has no
progressTokensupport or a hard cap, bump its MCP tool-call timeout to ≥120s before usingsearch_amazon_alexa. Where to set it depends on the client (examples):- Claude Code / config-based clients: raise the MCP request/tool timeout in the client config.
- Custom SDK clients: pass a larger
timeout(and, ideally, aprogressToken) in thecallToolrequest options.
Also prefer exactly one prompt per search_amazon_alexa call — multiple prompts stack latency linearly and make the timeout far more likely.
Auth resolution order
The server resolves the API key with this priority:
- CLI args:
--api-key=pgl_xxx --api-base=... --scrape-base=... - Env vars:
PANGOLINFO_API_KEY,PANGOLINFO_API_BASE,PANGOLINFO_SCRAPE_BASE - Config file at
~/.pangolinfo/config.json: - Missing key → startup failure with an actionable error.
CLI args win over env vars — convenient when you want per-server keys without polluting the global environment.
Internationalization
Tool descriptions and error hints are available in English and Chinese. The
language is resolved in this order: --lang=zh|en → PANGOLINFO_LANG=zh|en → OS locale
($LANG starting with zh* → Chinese, otherwise English) → English when there is no
locale signal at all. So a Chinese-locale machine gets Chinese automatically; everyone
else gets English. Force a language explicitly:
Startup logs are always English (operator-facing); tool descriptions and error hint fields follow the resolved locale.
Verify your install
After restarting your AI client, ask it:
List all available
pangolinfoMCP tools.
You should see 18 tools. Then try:
Use
pangolinfo_capabilitieswith mode "summary".
This is a free local call — if it returns the tool catalog, your install is wired correctly. Next, run something paid like:
Search Amazon for "wireless mouse" and return the top 5 results.
Expected: ~0.75 credits deducted, ~300 KB of structured product data returned.
Development
Project layout
Adding a new tool
- Create
src/tools/<verb_noun>.tsexporting aToolobject — mirrorsearch_amazon.ts. - Import it in
src/tools/index.tsand append to thetoolsarray. - Schema is
zod;.describe()every field — the AI reads those. - Never call
fetchdirectly — usectx.client.post(...). Auth is already injected. - Throw
PangolinfoErroron failure; the HTTP client already throws this for non-2xx responses.
Security & Data Handling
We take operator and user safety seriously. By design, this MCP server:
- Brings your own key. Authentication is via your personal
PANGOLINFO_API_KEY(issued at https://tool.pangolinfo.com/#/en/system/loading?sourceTag=github_amz). The key is read locally from your AI client's config or environment — it is never transmitted anywhere except tohttps://scrapeapi.pangolinfo.com(orhttps://mcp.pangolinfo.comfor the hosted variant) over TLS 1.2+. - No telemetry. This server does not phone home, does not collect usage analytics, and does not log your prompts. The only outbound traffic is the actual Amazon / Google / WIPO Scraper API calls you explicitly invoke through tools.
- No PII collection. No user account info, no email, no IP geolocation, and no prompt content is persisted by this server. Tool calls forward only the parameters you (or the AI agent) supplied.
- Read-only. Every tool is a strictly read-only data lookup. None of them can write to Amazon, place orders, post reviews, modify listings, or take any side-effecting action on third-party platforms.
- HTTPS-only transport. Both the stdio variant (local) and the hosted variant (
https://mcp.pangolinfo.com/mcp) require HTTPS; HTTP requests are refused. - Open source. The full source is in this repository under MIT license — anyone can audit what the server sends and where.
- Responsible use. Pangolinfo APIs aggregate public e-commerce data. You are responsible for using the returned data in compliance with the terms of service of the underlying platforms (Amazon, Google, etc.) and with applicable laws in your jurisdiction.
Report security issues privately to [email protected] — please do not file public GitHub issues for vulnerabilities.
Support
- API docs: https://docs.pangolinfo.com
- Issues: https://github.com/pangolinfo/pangolinfo-mcp/issues
- Email: [email protected]
License
MIT © Pangolinfo
Source: README.md at commit 859503b
Tools
0Version history
1- v0.8.0LatestSep 16, 2026
Score
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