tavily-search

A Tavily (https://tavily.com) web search plugin for OpenClaw (https://github.com/openclaw/openclaw).

安装方式
CLI
npx skills add https://github.com/framix-team/openclaw-tavily --skill tavily-search

使用 CLI 安装这个技能,并在你的工作区中直接复用对应的 SKILL.md 工作流。

最后更新于 4/22/2026

openclaw-tavily

npm version
license

A Tavily web tools plugin for OpenClaw.

Exposes five agent tools:

Tool Description
tavily_search Web search with structured results, AI answers, domain filtering
tavily_extract Extract clean markdown/text content from URLs
tavily_crawl Crawl a website and extract content from discovered pages
tavily_map Discover and list all URLs from a website
tavily_research Deep agentic research returning comprehensive reports

Install

openclaw plugins install openclaw-tavily

Or install from source:

git clone https://github.com/framix-team/openclaw-tavily.git ~/.openclaw/extensions/openclaw-tavily
cd ~/.openclaw/extensions/openclaw-tavily
npm install --omit=dev

Then restart the gateway.

Configuration

1. Set your Tavily API key

Get a key at app.tavily.com.

Either set the environment variable:

export TAVILY_API_KEY=tvly-...

Or configure it in ~/.openclaw/openclaw.json:

{
  "plugins": {
    "entries": {
      "openclaw-tavily": {
        "enabled": true,
        "config": {
          "apiKey": "tvly-..."
        }
      }
    }
  }
}

2. Optional settings

Key Type Default Description
searchDepth "basic" | "advanced" "advanced" Basic is faster/cheaper, advanced is more thorough
maxResults number (1-20) 5 Number of results per search
includeAnswer boolean true Include an AI-generated short answer
includeRawContent boolean false Include full page content (increases token usage)
timeoutSeconds number 30 Timeout for API requests
cacheTtlMinutes number 15 In-memory cache TTL (0 to disable)

Tools

Search the web with structured results and optional AI-generated answers.

Parameter Required Description
query yes Search query string
count no Number of results (1-20)
search_depth no "ultra-fast", "fast", "basic", or "advanced"
include_answer no Include AI answer (true/false/"basic"/"advanced")
include_raw_content no Include raw page content (true/false/"markdown"/"text")
topic no "general", "news", or "finance"
time_range no "day", "week", "month", or "year"
start_date no Start date (ISO format, e.g. "2024-01-01")
end_date no End date (ISO format)
include_domains no Limit to these domains
exclude_domains no Exclude these domains
chunks_per_source no Content chunks per source (1-3, advanced depth only)
include_images no Include images in results
include_image_descriptions no Include image descriptions
include_favicon no Include favicon URLs
country no Country code for geo-boosted results
auto_parameters no Let Tavily optimize parameters automatically

Example response:

{
  "query": "OpenClaw AI assistant",
  "provider": "tavily",
  "searchDepth": "advanced",
  "topic": "general",
  "count": 3,
  "tookMs": 1842,
  "answer": "OpenClaw is a personal AI assistant you run on your own devices...",
  "results": [
    {
      "title": "OpenClaw - Personal AI Assistant",
      "url": "https://openclaw.ai",
      "snippet": "...",
      "score": 0.98,
      "siteName": "openclaw.ai"
    }
  ]
}

tavily_extract

Extract and clean content from one or more URLs.

Parameter Required Description
urls yes Array of URLs to extract content from
query no Rerank extracted chunks for relevance
chunks_per_source no Max snippets per source
format no "markdown" or "text" (default: "markdown")
include_favicon no Include favicon URLs
timeout no Max seconds before timeout

Example response:

{
  "results": [
    {
      "url": "https://example.com/article",
      "raw_content": "# Article Title\n\nFull markdown content..."
    }
  ],
  "failed_results": [],
  "provider": "tavily",
  "tookMs": 1234
}

tavily_crawl

Crawl a website starting from a root URL, traversing links and extracting content.

Parameter Required Description
url yes Root URL to start crawling
instructions no Natural language guidance for the crawl
max_depth no Crawl depth (1-5)
max_breadth no Max links per level (1-500)
limit no Total URL cap
select_paths no Regex include filters for paths
select_domains no Regex include filters for domains
exclude_paths no Regex exclude filters for paths
exclude_domains no Regex exclude filters for domains
allow_external no Follow external links
include_images no Include images
extract_depth no "basic" or "advanced"
format no "markdown" or "text"
include_favicon no Include favicons
timeout no Timeout in seconds (10-150)

Example response:

{
  "base_url": "https://example.com",
  "results": [
    {
      "url": "https://example.com/page1",
      "raw_content": "# Page Title\n\nContent..."
    },
    {
      "url": "https://example.com/page2",
      "raw_content": "# Another Page\n\nMore content..."
    }
  ],
  "provider": "tavily",
  "tookMs": 5678
}

tavily_map

Generate a site map — discover and list all URLs from a website.

Parameter Required Description
url yes URL to map
instructions no Natural language guidance
max_depth no Crawl depth (1-5)
max_breadth no Links per level
limit no Total URL cap
select_paths no Include filters for paths
select_domains no Include filters for domains
exclude_paths no Exclude filters for paths
exclude_domains no Exclude filters for domains
allow_external no Follow external links
categories no Category filters

Example response:

{
  "results": [
    "https://example.com/",
    "https://example.com/about",
    "https://example.com/docs",
    "https://example.com/docs/getting-started",
    "https://example.com/pricing"
  ],
  "provider": "tavily",
  "tookMs": 2345
}

tavily_research

Run a deep agentic research task with a comprehensive report.

Parameter Required Description
input yes Research question or topic
model no "mini", "pro", or "auto" (default: "auto")
output_schema no JSON schema for structured output
citation_format no "numbered", "mla", "apa", or "chicago"

Example response:

{
  "output": "# Research Report\n\n## Overview\n\nComprehensive analysis of...",
  "sources": [
    {
      "title": "Source Article",
      "url": "https://example.com/research"
    }
  ],
  "provider": "tavily",
  "tookMs": 45000
}

Features

  • In-memory cache — deduplicates identical search queries within the TTL window
  • Domain filtering — include/exclude specific domains per search query
  • News & finance search — topic + date range support
  • AI answers — optional Tavily-generated summary alongside search results
  • URL extraction — get clean markdown/text from any web page
  • Website crawling — traverse and extract content from entire sites
  • Site mapping — discover all URLs before targeted extraction
  • Deep research — multi-step agentic research with comprehensive reports
  • Graceful degradation — goes idle if no API key is configured

Requirements

Made by

Framix — Growth Web Presence for Scaling Companies

License

MIT