tavily
AI-optimized web search using Tavily Search API. Use when you need comprehensive web research, current events lookup, domain-specific search, or AI-generated answer summaries. Tavily is optimized for LLM consumption with clean structured results, answer generation, and raw content extraction. Best for research tasks, news queries, fact-checking, and gathering authoritative sources.
npx skills add majiayu000/claude-skill-registry --skill tavily-thinkfleetai-thinkfleet-engine --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# Tavily AI Search ## Overview Tavily is a search engine specifically optimized for Large Language Models and AI applications. Unlike traditional search APIs, Tavily provides AI-ready results with optional answer generation, clean content extraction, and domain filtering capabilities. **Key capabilities:** - AI-generated answer summaries from search results - Clean, structured results optimized for LLM processing - Fast (`basic`) and comprehensive (`advanced`) search modes - Domain filtering (include/exclude specific sources) - News-focused search for current events - Image search with relevant visual content - Raw content extraction for deeper analysis ## Architecture ```mermaid graph TB A[User Query] --> B{Search Mode} B -->|basic| C[Fast Search<br/>1-2s response] B -->|advanced| D[Comprehensive Search<br/>5-10s response] C --> E[Tavily API] D --> E E --> F{Topic Filter} F -->|general| G[Broad Web Search] F -->|news| H[News Sources<br/>Last 7 days] G --> I[Domain Filtering] H --> I I --> J{Include Domains?} J -->|yes| K[Filter to Specific Domains] J -->|no| L{Exclude Domains?} K --> M[Search Results] L -->|yes| N[Remove Unwanted Domains] L -->|no| M N --> M M --> O{Response Optio
- Overview
- Architecture
- Quick Start
- Basic Search
- Advanced Search
- Domain Filtering
- With Images
- Search Modes
- Basic vs Advanced
- General vs News
- API Key Setup
- Option 1: ThinkFleetBot Config (Recommended)
- Option 2: Environment Variable
- Getting an API Key
Simple query with AI answer scripts/tavily_search.py "What is quantum computing?" Multiple results scripts/tavily_search.py "Python best practices" --max-results 10 Comprehensive research mode scripts/tavily_search.py "Climate change solutions" --depth advanced News-focused search scripts/tavily_search.py "AI developments 2026" --topic news Search only trusted domains scripts/tavily_search.py "Python tutorials" \
What does the tavily skill do?
AI-optimized web search using Tavily Search API. Use when you need comprehensive web research, current events lookup, domain-specific search, or AI-generated answer summaries. Tavily is optimized for LLM consumption with clean structured results, answer generation, and raw content extraction. Best for research tasks, news queries, fact-checking, and gathering authoritative sources.
How do I install it?
Run `npx skills add majiayu000/claude-skill-registry --skill tavily-thinkfleetai-thinkfleet-engine --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From majiayu000/claude-skill-registry, a repository with 534 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.