Tavily Tools

SkillSearch

Tavily web search, content extraction, and research tools.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Tavily Tools skill

What this skill tells your AI

The instructions your AI receives, as published by evanwangz/vela in extensions/tavily/skills/tavily/SKILL.md and read by ahel’s review.

When to use which tool

NeedToolWhen
Quick web searchweb_searchBasic queries, no special options needed
Search with advanced optionstavily_searchNeed depth, topic, domain filters, time ranges, or AI answers
Extract content from URLstavily_extractHave specific URLs, need their content

web_search

Tavily powers this automatically when selected as the search provider. Use for straightforward queries where you don't need Tavily-specific options.

ParameterDescription
querySearch query string
countNumber of results (1-20)

tavily_search

Use when you need fine-grained control over search behavior.

ParameterDescription
querySearch query string (keep under 400 characters)
search_depthbasic (default, balanced) or advanced (highest relevance, slower)
topicgeneral (default), news (real-time updates), or finance
max_resultsNumber of results, 1-20 (default: 5)
include_answerInclude an AI-generated answer summary (default: false)
time_rangeFilter by recency: day, week, month, or year
include_domainsArray of domains to restrict results to
exclude_domainsArray of domains to exclude from results

Search depth

DepthSpeedRelevanceBest for
basicFasterHighGeneral-purpose queries (default)
advancedSlowerHighestPrecision, specific facts, detailed research

Tips

  • Keep queries under 400 characters — think search query, not prompt.
  • Break complex queries into sub-queries for better results.
  • Use include_domains to focus on trusted sources.
  • Use time_range for recent information (news, current events).
  • Use include_answer when you need a quick synthesized answer.

tavily_extract

Use when you have specific URLs and need their content. Handles JavaScript-rendered pages and returns clean markdown. Supports query-focused chunking for targeted extraction.

ParameterDescription
urlsArray of URLs to extract (1-20 per request)
queryRerank extracted chunks by relevance to this query
extract_depthbasic (default, fast) or advanced (for JS-heavy pages, tables)
chunks_per_sourceChunks per URL, 1-5 (requires query)
include_imagesInclude image URLs in results (default: false)

Extract depth

DepthWhen to use
basicSimple pages — try this first
advancedJS-rendered SPAs, dynamic content, tables, embedded content

Tips

  • Max 20 URLs per request — batch larger lists into multiple calls.
  • Use query + chunks_per_source to get only relevant content instead of full pages.
  • Try basic first, fall back to advanced if content is missing or incomplete.
  • If tavily_search results already contain the snippets you need, skip the extract step.

Choosing the right workflow

Follow this escalation pattern — start simple, escalate only when needed:

  1. web_search — Quick lookup, no special options needed.
  2. tavily_search — Need depth control, topic filtering, domain filters, time ranges, or AI answers.
  3. tavily_extract — Have specific URLs, need their full content or targeted chunks.

Combine search + extract when you need to find pages first, then get their full content.

Signals

GitHub stars
110
Forks
14
Last commit
Jul 2026
Advanced
Catalog kind
skill
Gateway key
tavily
Source
github.com/evanwangz/vela