What is Pangolinfo MCP

MCP (Model Context Protocol) is an open protocol released by Anthropic that lets any AI Agent call external tools through a unified interface.

Pangolinfo MCP wraps our 19 Amazon / WIPO / PACER data tools according to the MCP standard, giving your AI direct access to data scraping, market analysis, and IP screening capabilities. No more manual API calls, no copy-pasting — just tell your AI “summarize the pros and cons for B0DYTF8L2W” and it works.

For AI Agent Users

Add a single URL + API Key to your client config in Claude Code / Cursor / Cline, and the AI can directly invoke all 19 data tools.

For Developers

Under the hood it calls the same REST APIs (see Scrape API Docs). MCP is just the semantic layer for AI.

When to use MCP

ScenarioPangolinfo MCPREST API
Scraping data inside an AI conversationAI invokes directly, no context switchingLet AI write code → you copy-run → paste results back
Multi-tool chainingAI auto-selects tools + chains resultsWrite orchestration yourself
Parameter discoveryAI validates via MCP tool schema automaticallyLook up required fields in docs
Credential managementConfigure once in your clientInject API Key in every script
Cross-client7 mainstream clients share one configRewrite for every tool you switch to

Rule of thumb: daily conversation / product research / IP screening → MCP; batch / CI / automation scripts → REST API. Both are backed by the same data.

Supported Clients

One config connects 7 mainstream AI Agents through remote HTTP transport:

Claude Code

Cursor

Cline

Windsurf

Codex

Hermes

OpenClaw

See Client Setup for per-client instructions.

19 Tools at a Glance

CategoryCountRepresentative Tools
Amazon Core Data API4search_amazon / get_amazon_product / get_amazon_reviews / list_seller_products
Amazon Categories & Niche Analytics8filter_niches / filter_categories / search_categories / list_bestsellers / list_new_releases
Search & SERP AI3ai_search / keyword_trends / search_amazon_alexa (deprecated)
Maps & Places API1search_local_maps
WIPO & PACER IP Compliance API2wipo_search / pacer_search
MCP Introspection1pangolinfo_capabilities

For full parameters / credit costs / field dependencies, see Tool Reference.

Next Steps

  • Quickstart — 3 minutes to connect MCP to your AI Agent
  • Client Setup — Config examples for all 7 clients
  • Tool Reference — 19 tools with parameters + workflows
  • FAQ — Tools not showing / API Key rotation / MCP vs API decision