Tool Reference
Quick reference for all 19 Pangolinfo MCP tools — required parameters, common inputs, point cost, and field dependencies.
This page covers the tool overview + common inputs + field dependency cheatsheet. For complete parameter semantics (including zod validation rules), see Scrape API Docs — MCP tools call the same REST APIs underneath.
🚀 The First Call AI Should Make
When first connecting to MCP, strongly recommend the AI call the introspection tool:
It returns the current schema + brief description of all 19 tools — fresher than docs. Once the AI has the list, it auto-selects tools based on context.
19-Tool Quick Reference
Points are deducted per successful call, identical to the corresponding REST API. Batch tools deduct linearly by item count. For complete pricing, see the point consumption section in each API doc. 19 tools total. Each tool card has four blocks — Use Case / Points / Parameters / Return Data; return data lists key fields only — for the full schema see the corresponding Scrape API Docs.
Amazon Core Data API (7 tools)
Amazon Categories & Niche Analytics (6 tools)
Search & SERP AI (3 tools)
Maps & Places API (1 tool)
Design Patent & Litigation Compliance (1 tool)
MCP Introspection (1 tool)
Common Inputs and Field Dependencies
| Input | Used for |
|---|---|
| ASIN | Product details, reviews, product audits |
| Marketplace / domain | Amazon country or marketplace selection |
| Keyword | Amazon search, trend analysis, category discovery |
| Seller ID | Seller storefront and catalog analysis |
| Category node ID | Category tree, category filtering, niche analysis |
| Product or brand name | Search, competitor lookup, market exploration |
| Patent / design source | IP screening and design patent workflows |
Some tools need inputs from other tools — you can’t make them up. Once dependencies are clear, the AI chains them automatically:
| Goal | Required Field | Usually Comes From |
|---|---|---|
| Read product details or reviews | ASIN | Amazon search result, product URL, or historical product list |
| Read seller listings | Seller ID | Seller information in product details |
| Analyze category filtering or category paths | Node ID | Category tree or category search |
| Find niche opportunities | Keyword or Node ID | User-provided keyword, or category search first |
| Screen patent risk | Patent number, design source, or keyword | User input, or product title, brand name, and design description |
Input Tips
- If you only have a product URL, ask the AI to identify the ASIN, marketplace, and parser from the URL.
- If you start from a Chinese product idea, provide an English keyword as well to reduce marketplace search errors.
- For market research, do not provide only one ASIN. Include the target keyword, marketplace, and comparison dimensions.
- For IP pre-checks, specify country/region, product design keywords, brand name, or existing patent clues.
Prompt Examples
Next Steps
- Haven’t finished setup? Go back to Client Setup
- Need examples? See Amazon Insight MCP Workflow
- Tools not showing / errors? See FAQ
- Need full API schema? Check Scrape API Docs