Pangolinfo AI SERP

Lets your agent search Google and pull AI Overviews with their citations, plus keyword trends, as clean JSON

About

Ask your agent to search Google and it knows how to get the organic results, the AI Overview text with the exact sources it cites, and related searches through the Pangolinfo MCP. It can dig deeper in AI Mode with up to five follow-up questions, attach a screenshot of the results page, run Google search operators for off-site research like Reddit complaints or a quick trademark scan, and compare up to five keywords on Google Trends over time and by region, including breakout terms. It warns that AI Overviews don't show for every query and falls back to organic results instead of making things up. It is a companion to the Pangolinfo Amazon Data MCP, so you need that server connected and a Pangolinfo API key.

Install

Works with Claude Code, Cursor, Codex, Cline, Windsurf, OpenClaw

Access

High

What this skill's own files let it touch on your machine and accounts. Access isn't a verdict: check the publisher and the security audits too.

No bundled scripts
No shell commands
Doesn’t write files
Uses the network
Asks for credentials

Instruction-only SKILL.md with no scripts: every search goes through the hosted Pangolinfo MCP, which you connect yourself with your own API key. Calls spend Pangolinfo credits (AI Mode is slower and costs more than a plain search), and the skill tags each call with clientSource "skill" so Pangolinfo can attribute usage. Most of the instructions are in Chinese with English headings and examples. ClawHub's automated review flags it for caution because it tells the agent to read your key from the PANGOLINFO_API_KEY environment variable and documents passing the key in the MCP URL; prefer the Authorization header. The older Python script version in Pangolin-spg/openclaw-skills is superseded. Published by Pangolinfo itself, MIT.

Reviewed from source on Oct 20, 2026. Read the files yourself before installing.