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tavily-search

Tavily Search queries the entire web and returns ranked results with relevance scores and optional AI-generated answers in one call. Unlike single-URL fetching, it powers research workflows, competitive analysis, and "what's the latest" questions with configurable search depth, time ranges, and content extraction across multiple pages.

Tavily Search lets you query the web and receive AI-generated answers with ranked, scored results in a single API call.

AI-generated summary based on this skill's SKILL.md

31 4 MITupdated by xg-gh-25

Decision gist · record as of 2026-07-28

Tavily Search lets you query the web and receive AI-generated answers with ranked, scored results in a single API call. Tavily Search queries the entire web and returns ranked results with relevance scores and optional AI-generated answers in one call. Unlike single-URL fetching, it powers research workflows, competitive analysis, and "what's the latest" questions with configurable search depth, time ranges, and content extraction across multiple pages.

manual: git clone https://github.com/xg-gh-25/SwarmAI → cp -r SwarmAI/backend/skills/s_tavily-search ~/.claude/skills/s_tavily-search
backend/skills/s_tavily-search/SKILL.md · version ba4c5504

Use it when

  • Yes.
  • Tavily Search lets you query for the latest AI news by specifying your topic and configurable time ranges.

Verify before relying

Read SKILL.md below before installing (1 file). Open directory: indexed for reading, not audited.

Same gist for agents: .md · .json

Install

xg-gh-25/SwarmAI/s_tavily-search · repository language: Python

Open directory. Skills are indexed for reading, not audited. Review a skill's body before installing it.

Frequently asked questions

AI-generated answers based on this skill's SKILL.md and metadata

What does tavily-search do?

Tavily Search queries the entire web and returns ranked results with relevance scores and optional AI-generated answers in one call. Unlike single-URL fetching, it powers research workflows, competitive analysis, and "what's the latest" questions with configurable search depth, time ranges, and content extraction across multiple pages.

Can tavily-search extract content from multiple URLs?

Yes. Tavily Search supports batch extraction of full content from multiple URLs, enabling workflows that need to gather and process information across several web pages in a single operation rather than fetching them one at a time.

How do I search the web for latest AI news using tavily-search?

Tavily Search lets you query for the latest AI news by specifying your topic and configurable time ranges. The skill returns ranked results with relevance scores and can optionally generate AI-powered answers, helping you stay current on breaking developments.

Does tavily-search support region-specific or domain-filtered searches?

Yes. Tavily Search offers research capabilities with region-specific and domain-filtered search options, allowing you to narrow results by geography or restrict searches to particular websites when you need targeted information.

What is tavily-search licensed under?

Tavily Search is licensed under the MIT license, making it freely available for use, modification, and distribution in both open-source and commercial projects.

Can other skills use tavily-search for web search?

Yes. Tavily Search is designed to power other skills with web search and content retrieval capabilities, enabling downstream applications to access ranked web results and extracted content as part of their workflows.

SKILL.md

Rendered from the published skill. Quoted content, verbatim.

Tavily Search

Why? WebFetch can only grab a single known URL. Tavily searches the entire web, returns ranked results with relevance scores, and can generate AI-powered answers -- all in one API call. Essential for answering "what's the latest on X?" or powering research workflows.


Quick Start

"Search the web for latest AI agent frameworks"
"What's the latest news about OpenAI?"
"Extract the main content from these 5 URLs"

Setup

Requires TAVILY_API_KEY environment variable.

# Check if set
echo $TAVILY_API_KEY

# If not, set it (get key from https://app.tavily.com)
export TAVILY_API_KEY=tvly-your-key-here

Free tier: 1,000 API credits/month. Basic search = 1 credit. Advanced search = 2 credits.


API Reference

Search

POST https://api.tavily.com/search

```bash curl -s -X POST https://api.tavily.com/search \

(truncated - see the full file via the links below)

File tree — 1 file
backend/skills/s_tavily-search/SKILL.md

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Tags
web-search-enginecontent-extractionai-powered-searchrelevance-rankingbatch-processingnews-aggregationurl-scrapingresearch-automationapi-integrationinformation-retrieval