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Pangolin-spg

Pangolinfo Amazon Data MCP

pangolinfo-mcp

Python client for the Pangolinfo Amazon Data MCP server — 19 Amazon / WIPO / PACER data tools callable from Python, no AI client required.

Built and maintained by PANGOLIN INFO TECH PTE. LTD.

Why this package

The Amazon Data MCP gives AI agents 19 data tools via the MCP protocol. This package lets Python developers call those same tools from code — no Claude, Cursor, or any AI client needed.

  • 19 tools in one client: Amazon product, reviews, search, niches, bestsellers, AI SERP, WIPO, PACER and more

  • Zero dependencies beyond httpx — no MCP SDK required

  • Sync interface (async coming soon)

  • Same engine, same pricing as the REST API and MCP server

Related MCP server: Crawlora MCP

Installation

pip install pangolinfo-mcp

Quick start

1. Get a permanent API key

Sign up at tool.pangolinfo.com and grab a permanent API key from Account Center.

2. Use the client

from pangolinfo_mcp import PangolinfoMCPClient

client = PangolinfoMCPClient(api_key="your_permanent_api_key")

# Amazon product detail
product = client.get_amazon_product("B0DYTF8L2W")
print(product["title"])

# Keyword search
results = client.search_amazon("wireless earbuds")

# Best sellers in a category
bestsellers = client.list_bestsellers(category_id="172282")

# WIPO trademark check
trademarks = client.wipo_search("Nike")

# PACER patent litigation
cases = client.pacer_search("Apple Inc.")

# List all available tools
tools = client.list_tools()

client.close()

Context manager

with PangolinfoMCPClient(api_key="your_key") as client:
    product = client.get_amazon_product("B0DYTF8L2W")

All 19 tools

Amazon Core Data (5)

Method

Description

client.search_amazon(keyword)

Search Amazon products

client.get_amazon_product(asin)

Full product detail

client.get_amazon_reviews(asin)

Paginated reviews

client.list_seller_products(seller_id)

Seller storefront

client.scrape_url(url)

Scrape any Amazon page

Category & Niche Analysis (8)

Method

Description

client.filter_niches(**metrics)

Blue-ocean niche discovery

client.filter_categories(**metrics)

Category filtering

client.search_categories(query)

Full-text category search

client.get_category_children(node_id)

Browse node children

client.get_category_tree()

Root category tree

client.batch_category_paths(category_ids)

Batch category paths

client.list_bestsellers(category_id)

Best Sellers list

client.list_new_releases(category_id)

New Releases list

Search & SERP AI (3)

Method

Description

client.ai_search(query)

AI Overview / AI Mode SERP

client.keyword_trends(keyword)

Keyword trend time-series

client.search_amazon_alexa(query)

Alexa for Shopping

Maps & IP Compliance (3)

Method

Description

client.search_local_maps(query)

Maps POI data

client.wipo_search(keyword)

WIPO trademark search

client.pacer_search(query)

PACER patent litigation

Utility (1)

Method

Description

client.capabilities()

List all live tools (free)

Generic tool call

# Call any tool by name
result = client.call_tool("search_amazon", {"keyword": "laptop", "page": 2})

Use as an MCP server

This repo also documents the hosted MCP server that any MCP-compatible client (Claude Desktop, Cursor, VS Code, etc.) can connect to directly over Streamable HTTP — no local install required.

Add to your client's mcp.json / MCP config:

{
  "mcpServers": {
    "pangolinfo": {
      "url": "https://mcp.pangolinfo.com/mcp",
      "headers": {
        "Authorization": "Bearer pgl_your_api_key"
      }
    }
  }
}

Or pass the key inline as a query parameter:

https://mcp.pangolinfo.com/mcp?api_key=pgl_your_api_key

Get a permanent API key at tool.pangolinfo.com. The key is sent as a Bearer token; config is not hot-reloaded, so restart/reconnect the client after changing it.

License

MIT — © PANGOLIN INFO TECH PTE. LTD.

A
license - permissive license
-
quality - not tested
C
maintenance

Maintenance

Maintainers
Response time
Release cycle
Releases (12mo)
Commit activity

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  • Real-time Amazon, WIPO & PACER data for AI agents — 19 tools via the MCP protocol.

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