Pangolinfo Amazon Scraper

Free Caution 86 lines By Pangolinfo Analytics Marketing Strategy

Description

Pull structured Amazon data into Claude for product and market research. One Python helper (standard library only) calls the Pangolinfo API with a choice of parsers: product detail pages, keyword search results, category listings, seller catalogs, best sellers, and new releases. Set a zip code for localized pricing and choose JSON, markdown, or raw HTML output. Useful for competitor pricing checks, category sizing, and listing research.

What Claude Learns

→ Scrape Amazon product detail pages into structured JSON
→ Run Amazon keyword searches and read ranked results
→ List products by category, seller, best sellers, and new releases
→ Get localized pricing with a zip code
→ Choose JSON, markdown, or raw HTML output
→ Read API error codes and the Amazon API reference

Installation

This skill needs its whole folder (SKILL.md plus scripts/ and references/), not SKILL.md alone.

git clone --depth 1 https://github.com/Pangolin-spg/openclaw-skills.git /tmp/pangolinfo-skills
mkdir -p ~/.claude/skills
cp -R /tmp/pangolinfo-skills/pangolinfo-amazon-scraper ~/.claude/skills/

# Then set your Pangolinfo credentials (get them at https://tool.pangolinfo.com/):
export PANGOLIN_TOKEN="..."

Requires Python 3.6+ (standard library only).

Stack & Dependencies

Claude Code Python 3.6+ (standard library) Pangolinfo API

Editor’s note What our review found

Vendor-submitted by Pangolinfo. We reviewed the code on 2026-10-22. We did not run it against the live API, and this listing is not an endorsement by us, Amazon, or Google.

What we checked: the Python helper uses only the standard library. It connects only to the Pangolinfo API (scrapeapi.pangolinfo.com). It does not run other programs.

Cost: the skill files are free (MIT license). Every data call uses Pangolinfo credits, so you need your own Pangolinfo account. A free plan gives 60 credits per month with no credit card (checked on the Pangolinfo pricing page on 2026-10-23). Paid plans add more credits for higher usage.

Credentials: use PANGOLIN_TOKEN if you can. If you log in with email and password, the helper saves the token as plain text in ~/.pangolin_token (scripts/pangolinfo.py). The file is readable only by your user account (permission 600), but it is not encrypted. Delete that file when you no longer need it.

Use Cases

Scrape Amazon product detail pages into structured JSON

Using Claude Code and Python 3.6+ (standard library)

Run Amazon keyword searches and read ranked results

Using Claude Code and Python 3.6+ (standard library)

List products by category, seller, best sellers, and new releases

Using Claude Code and Python 3.6+ (standard library)

Get localized pricing with a zip code

Using Claude Code and Python 3.6+ (standard library)

Choose JSON, markdown, or raw HTML output

Using Claude Code and Python 3.6+ (standard library)

Related Skills

Frequently Asked Questions

What technologies does Pangolinfo Amazon Scraper require?

This skill works with Claude Code, Python 3.6+ (standard library), and Pangolinfo API. Make sure these are available in your project before using the skill with Claude Code.

How detailed is the Pangolinfo Amazon Scraper skill?

Pangolinfo Amazon Scraper contains 86 lines of structured instructions covering 6 key areas. It provides focused guidance including specific implementation patterns, not just surface-level tips.

Is Pangolinfo Amazon Scraper free to use?

Yes u2014 Pangolinfo Amazon Scraper is free. Install it directly with one command (`npx mkt-skills install pangolinfo-amazon-scraper`) or download the SKILL.md file and drop it into your `~/.claude/skills/` directory. No account, no sign-up, no license fee.

What will Claude Code learn from this skill?

Claude Code will gain expertise in: Scrape Amazon product detail pages into structured JSON; Run Amazon keyword searches and read ranked results; List products by category, seller, best sellers, and new releases; and 3 more areas.

Download SKILL.md GitHub

---
name: pangolinfo-amazon-scraper
description: >
  Programmatic Amazon scraping via Pangolinfo APIs (products, keywords,
  categories, best sellers, etc.). Use when you need structured results (JSON)
  for pipelines/agents. Requires PANGOLIN_TOKEN or PANGOLIN_EMAIL +
  PANGOLIN_PASSWORD.
homepage: https://www.pangolinfo.com/amazon-scraper-skill/
license: MIT
metadata:
  openclaw:
    emoji: "🛒"
    os: ["darwin", "linux"]
    requires:
      env: ["PANGOLIN_TOKEN"]
      notes: "Auth: set PANGOLIN_TOKEN (recommended) OR set PANGOLIN_EMAIL + PANGOLIN_PASSWORD"
---

# Pangolinfo Amazon Scraper

Scrape Amazon programmatically via **Pangolinfo** APIs.
Supports product detail pages, keyword search, category listings, seller pages, best sellers, and more.

## Prerequisites

- **Python 3.6+** (standard library only)
- A **Pangolinfo account**: https://tool.pangolinfo.com/
- Auth env vars (choose one):
  - `PANGOLIN_TOKEN` (recommended)
  - or `PANGOLIN_EMAIL` + `PANGOLIN_PASSWORD`

```bash
export PANGOLIN_TOKEN="..."
# or
export PANGOLIN_EMAIL="..."
export PANGOLIN_PASSWORD="..."
```

## Minimal examples

Product detail:

```bash
python3 scripts/pangolinfo.py --url "https://www.amazon.com/dp/B0DYTF8L2W" --parser amzProductDetail
```

Keyword search:

```bash
python3 scripts/pangolinfo.py --q "wireless mouse" --parser amzKeyword
```

## Usage

```
--q QUERY          Keyword query (builds an Amazon search URL)
--url URL          Target Amazon URL (product/category/seller/etc.)
--parser PARSER    Parser name (default: amzProductDetail)
--zipcode CODE     Zipcode for localized pricing (default: 10041)
--format FMT       json (default) | rawHtml | markdown
--auth-only        Authenticate and show token info
--raw              Output raw API response instead of extracted data
```

### Amazon parsers

- `amzProductDetail` (default)
- `amzKeyword`
- `amzProductOfCategory`
- `amzProductOfSeller`
- `amzBestSellers`
- `amzNewReleases`
- `amzFollowSeller`

## Links

- Product: https://www.pangolinfo.com/amazon-scraper-skill/
- Amazon Scraper API: https://www.pangolinfo.com/amazon-scraper-api/
- Amazon Scrape API documentation: https://docs.pangolinfo.com/en-api-reference/amazonApi/amazonScrapeAPI
- Amazon Reviews API documentation: https://docs.pangolinfo.com/en-api-reference/amazonReviewAPI/amazonReviewAPI
- Source: https://github.com/Pangolin-spg/openclaw-skills/tree/main/pangolinfo-amazon-scraper

## References

- [references/amazon-api.md](references/amazon-api.md)
- [references/error-codes.md](references/error-codes.md)

Connect to the directory

Use every skill straight from your AI agent. Choose how to connect:

MCP Server

A remote Model Context Protocol server (Streamable HTTP) — works in any MCP client.

Claude Code

claude mcp add --transport http mkt-skills https://marketingskills.directory/wp-json/mkt/v1/mcp

Claude Desktop / Cursor config

{
  "mcpServers": {
    "mkt-skills": {
      "type": "http",
      "url": "https://marketingskills.directory/wp-json/mkt/v1/mcp"
    }
  }
}

Endpoint /wp-json/mkt/v1/mcp · 7 tools · mcp.json

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