Install the active skill from the bundle: Full 20 → 16 mapping: see the repo README.
Automate Serpapi tasks via Rube MCP (Composio).
Set up CI/CD for SerpApi integrations with fixture-based testing.
Diagnose and fix SerpApi errors: invalid keys, exhausted credits, blocked
Google Search scraping with SerpApi -- organic results, knowledge graph,
Search Bing, YouTube, Google Shopping, Google News, and Google Maps
Optimize SerpApi costs by reducing credit consumption and choosing the
Collect SerpApi debug diagnostics: account status, recent searches,
Deploy SerpApi-powered search features to production platforms.
Run your first SerpApi search -- Google, Bing, or YouTube results as
Install SerpApi client and configure API key authentication.
Configure SerpApi local development with cached responses and test fixtures.
Production readiness checklist for SerpApi integrations.
Production architecture for SerpApi search services with caching, monitoring,
Production-ready SerpApi client patterns with caching, typing, and multi-engine
Secure SerpApi API keys and prevent credit abuse.
When the user wants to check live SERP results for a keyword, see what's in the local pack right now, check People Also Ask, see AI…
Migrate between SerpApi client versions and handle package changes.
Implement SerpApi async search callbacks and scheduled search monitoring.
Automate Serply tasks via Rube MCP (Composio).
Server management principles and decision-making.