← TavilyCONTENT HISTORY

Update to Tavily

Snapshot Nov 9, 2026 · 18:00 UTC · version 2.3.0

WHAT CHANGED

Declared capabilities changed

Declared skills — Now says: [{"description":"Use this skill whenever a task needs the web: searching for information, checking current facts or news, finding sources, reading a URL,...

Observed in instructions or declared skills. Runtime behavior has not been tested.

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All fields and original values.

Declared skills

Before

Oct 24, 2026 · 12:40 UTC

[{"description":"Build production-ready Tavily integrations with best practices baked in. Reference documentation for developers using coding assistants (Claude Code, Cursor, etc.) to implement web search, content extraction, crawling, a...

After

Nov 9, 2026 · 18:00 UTC

[{"description":"Use this skill whenever a task needs the web: searching for information, checking current facts or news, finding sources, reading a URL, finding a page on a site, or collecting many pages from a site. Use it for anything...

App-69f271663a288191ac98f46bed7cb032

Before

Oct 24, 2026 · 12:40 UTC

{"id":"asdk_app_69f271663a288191ac98f46bed7cb032","required":true}

After

Nov 9, 2026 · 18:00 UTC

Not present

Tavily

Before

Oct 24, 2026 · 12:40 UTC

Not present

After

Nov 9, 2026 · 18:00 UTC

{"id":"asdk_app_69f271663a288191ac98f46bed7cb032","required":true}

Capabilities

Before

Oct 24, 2026 · 12:40 UTC

[]

After

Nov 9, 2026 · 18:00 UTC

["Search the web","Extract page content","Map and crawl websites","Run cited research"]

Compare saved observations

Download comparison JSON
Full technical diff · 12 changed fields

removed /release/app_manifest/apps/app-69f271663a288191ac98f46bed7cb032

BEFORE
{
  "id": "asdk_app_69f271663a288191ac98f46bed7cb032",
  "required": true
}
AFTER
Field is absent

added /release/app_manifest/apps/tavily

BEFORE
Field was absent
AFTER
{
  "id": "asdk_app_69f271663a288191ac98f46bed7cb032",
  "required": true
}

changed /release/id

BEFORE
"pluginrel_c0022e5887888191a75f926a345b3e7a"
AFTER
"pluginrel_d8c3e56ae85c8191ae6dc5d25ba58790"

changed /release/interface/capabilities

BEFORE
[]
AFTER
[
  "Search the web",
  "Extract page content",
  "Map and crawl websites",
  "Run cited research"
]

changed /release/interface/composer_icon_url

BEFORE
null
AFTER
"https://files.openai.com/content?id=file_000000000fd481f698646f8a6569fe25"

changed /release/interface/default_prompt

BEFORE
"Find key decision-makers at [company] and summarize their professional backgrounds."
AFTER
null

changed /release/interface/default_prompts

BEFORE
[
  "Find key decision-makers at [company] and summarize their professional backgrounds.",
  "Research [company], including its products, competitors, and latest news.",
  "Find the latest documentation and code examples for integrating [API or library] into my project."
]
AFTER
null

changed /release/interface/logo_url

BEFORE
"https://files.openai.com/content?id=file_00000000433c81f7a3f6364e878cf9d0"
AFTER
"https://files.openai.com/content?id=file_0000000064b481f6bd59982ed40e746d"

changed /release/interface/logo_url_dark

BEFORE
"https://files.openai.com/content?id=file_000000004fa88230a582c4a03687fecb"
AFTER
null

changed /release/keywords

BEFORE
[]
AFTER
[
  "search",
  "web-search",
  "rag",
  "agents",
  "research",
  "crawl",
  "extract",
  "tavily",
  "mcp"
]

changed /release/skills

BEFORE
[
  {
    "description": "Build production-ready Tavily integrations with best practices baked in. Reference documentation for developers using coding assistants (Claude Code, Cursor, etc.) to implement web search, content extraction, crawling, and research in agentic workflows, RAG systems, or autonomous agents.",
    "interface": {
      "brand_color": null,
      "default_prompt": null,
      "display_name": "tavily-best-practices",
      "icon_large_url": null,
      "icon_small_url": null,
      "iconography": "search",
      "short_description": "Build production-ready Tavily integrations with best practices baked in. Reference documentation for developers using coding assistants (Claude Code, Cursor, etc.) to implement web search, content extraction, crawling, and research in agentic workflows, RAG systems, or autonomous agents."
    },
    "name": "tavily-best-practices",
    "plugin_release_skill_id": "pluginrsk_6aad5b494d988191ba935131611db31e"
  },
  {
    "description": "Crawl websites and extract content from multiple pages via the Tavily CLI. Use this skill when the user wants to crawl a site, download documentation, extract an entire docs section, bulk-extract pages, save a site as local markdown files, or says \"crawl\", \"get all the pages\", \"download the docs\", \"extract everything under /docs\", \"bulk extract\", or needs content from many pages on the same domain. Supports depth/breadth control, path filtering, semantic instructions, and saving each page as a local markdown file.\n",
    "interface": {
      "brand_color": null,
      "default_prompt": null,
      "display_name": "tavily-crawl",
      "icon_large_url": null,
      "icon_small_url": null,
      "iconography": "search",
      "short_description": "Crawl websites and extract content from multiple pages via the Tavily CLI. Use this skill when the user wants to crawl a site, download documentation, extract an entire docs section, bulk-extract pages, save a site as local markdown files, or says \"crawl\", \"get all the pages\", \"download the docs\", \"extract everything under /docs\", \"bulk extract\", or needs content from many pages on the same domain. Supports depth/breadth control, path filtering, semantic instructions, and saving each page as a local markdown file.\n"
    },
    "name": "tavily-crawl",
    "plugin_release_skill_id": "pluginrsk_6aad5b49dba081918ad14f8b2dd80974"
  },
  {
    "description": "Extract clean markdown or text content from specific URLs via the Tavily CLI. Use this skill when the user has one or more URLs and wants their content, says \"extract\", \"grab the content from\", \"pull the text from\", \"get the page at\", \"read this webpage\", or needs clean text from web pages. Handles JavaScript-rendered pages, returns LLM-optimized markdown, and supports query-focused chunking for targeted extraction. Can process up to 20 URLs in a single call.\n",
    "interface": {
      "brand_color": null,
      "default_prompt": null,
      "display_name": "tavily-extract",
      "icon_large_url": null,
      "icon_small_url": null,
      "iconography": "search",
      "short_description": "Extract clean markdown or text content from specific URLs via the Tavily CLI. Use this skill when the user has one or more URLs and wants their content, says \"extract\", \"grab the content from\", \"pull the text from\", \"get the page at\", \"read this webpage\", or needs clean text from web pages. Handles JavaScript-rendered pages, returns LLM-optimized markdown, and supports query-focused chunking for targeted extraction. Can process up to 20 URLs in a single call.\n"
    },
    "name": "tavily-extract",
    "plugin_release_skill_id": "pluginrsk_6aad5b4a1590819182a5050318888309"
  },
  {
    "description": "Discover and list all URLs on a website without extracting content, via the Tavily CLI. Use this skill when the user wants to find a specific page on a large site, list all URLs, see the site structure, find where something is on a domain, or says \"map the site\", \"find the URL for\", \"what pages are on\", \"list all pages\", or \"site structure\". Faster than crawling — returns URLs only. Essential when you know the site but not the exact page. Combine with extract for targeted content retrieval.\n",
    "interface": {
      "brand_color": null,
      "default_prompt": null,
      "display_name": "tavily-map",
      "icon_large_url": null,
      "icon_small_url": null,
      "iconography": "search",
      "short_description": "Discover and list all URLs on a website without extracting content, via the Tavily CLI. Use this skill when the user wants to find a specific page on a large site, list all URLs, see the site structure, find where something is on a domain, or says \"map the site\", \"find the URL for\", \"what pages are on\", \"list all pages\", or \"site structure\". Faster than crawling — returns URLs only. Essential when you know the site but not the exact page. Combine with extract for targeted content retrieval.\n"
    },
    "name": "tavily-map",
    "plugin_release_skill_id": "pluginrsk_6aad5b4a76508191a27edc089e0a98b4"
  },
  {
    "description": "Conduct comprehensive AI-powered research with citations via the Tavily CLI. Use this skill when the user wants deep research, a detailed report, a comparison, market analysis, literature review, or says \"research\", \"investigate\", \"analyze in depth\", \"compare X vs Y\", \"what does the market look like for\", or needs multi-source synthesis with explicit citations. Returns a structured report grounded in web sources. Takes 30-120 seconds. For quick fact-finding, use tavily-search instead.\n",
    "interface": {
      "brand_color": null,
      "default_prompt": null,
      "display_name": "tavily-research",
      "icon_large_url": null,
      "icon_small_url": null,
      "iconography": "search",
      "short_description": "Conduct comprehensive AI-powered research with citations via the Tavily CLI. Use this skill when the user wants deep research, a detailed report, a comparison, market analysis, literature review, or says \"research\", \"investigate\", \"analyze in depth\", \"compare X vs Y\", \"what does the market look like for\", or needs multi-source synthesis with explicit citations. Returns a structured report grounded in web sources. Takes 30-120 seconds. For quick fact-finding, use tavily-search instead.\n"
    },
    "name": "tavily-research",
    "plugin_release_skill_id": "pluginrsk_6aad5b4ac3b08191b75ae441fc1947fb"
  },
  {
    "description": "Search the web with LLM-optimized results via the Tavily CLI. Use this skill when the user wants to search the web, find articles, look up information, get recent news, discover sources, or says \"search for\", \"find me\", \"look up\", \"what's the latest on\", \"find articles about\", or needs current information from the internet. Returns relevant results with content snippets, relevance scores, and metadata — optimized for LLM consumption. Supports domain filtering, time ranges, and multiple search depths.\n",
    "interface": {
      "brand_color": null,
      "default_prompt": null,
      "display_name": "tavily-search",
      "icon_large_url": null,
      "icon_small_url": null,
      "iconography": "search",
      "short_description": "Search the web with LLM-optimized results via the Tavily CLI. Use this skill when the user wants to search the web, find articles, look up information, get recent news, discover sources, or says \"search for\", \"find me\", \"look up\", \"what's the latest on\", \"find articles about\", or needs current information from the internet. Returns relevant results with content snippets, relevance scores, and metadata — optimized for LLM consumption. Supports domain filtering, time ranges, and multiple search depths.\n"
    },
    "name": "tavily-search",
    "plugin_release_skill_id": "pluginrsk_6aad5b4b3fb48191b118760dfd633c50"
  }
]
AFTER
[
  {
    "description": "Use this skill whenever a task needs the web: searching for information, checking current facts or news, finding sources, reading a URL, finding a page on a site, or collecting many pages from a site. Use it for anything past your training data or anything the user wants verified online.\n",
    "interface": {
      "brand_color": null,
      "default_prompt": null,
      "display_name": "tavily-search",
      "icon_large_url": null,
      "icon_small_url": null,
      "iconography": "search",
      "short_description": "Use this skill whenever a task needs the web: searching for information, checking current facts or news, finding sources, reading a URL, finding a page on a site, or collecting many pages from a site. Use it for anything past your training data or anything the user wants verified online.\n"
    },
    "name": "tavily-search",
    "plugin_release_skill_id": "pluginrsk_6aee14b34d1481919fcaecbe9a07e280"
  },
  {
    "description": "Fill in a company, person, or organization for a CRM from the web, using Tavily, including a CSV of rows the user already has. Identifies the right entity when others share the name, then fills the fields from authoritative sources. Use when the user wants to enrich an account, a spreadsheet, or a pasted list of known names, or says \"enrich\", \"CRM\", or \"who is\". For discovering matches use tavily-list. For a deep comprehensive report use tavily-research.\n",
    "interface": {
      "brand_color": null,
      "default_prompt": null,
      "display_name": "tavily-entity",
      "icon_large_url": null,
      "icon_small_url": null,
      "iconography": "search",
      "short_description": "Fill in a company, person, or organization for a CRM from the web, using Tavily, including a CSV of rows the user already has. Identifies the right entity when others share the name, then fills the fields from authoritative sources. Use when the user wants to enrich an account, a spreadsheet, or a pasted list of known names, or says \"enrich\", \"CRM\", or \"who is\". For discovering matches use tavily-list. For a deep comprehensive report use tavily-research.\n"
    },
    "name": "tavily-entity",
    "plugin_release_skill_id": "pluginrsk_6aee14b36ee881918b626c8511c1fa10"
  },
  {
    "description": "Build a deduplicated table of matches for a set, using Tavily. The table is what search returned, not every match that exists. Use when the user wants a list, all of something, or a table with duplicates removed. Confirm the columns and a cap before searching. For one CRM record, or a CSV of rows they already have, use tavily-entity. For a deep comprehensive report use tavily-research.\n",
    "interface": {
      "brand_color": null,
      "default_prompt": null,
      "display_name": "tavily-list",
      "icon_large_url": null,
      "icon_small_url": null,
      "iconography": "search",
      "short_description": "Build a deduplicated table of matches for a set, using Tavily. The table is what search returned, not every match that exists. Use when the user wants a list, all of something, or a table with duplicates removed. Confirm the columns and a cap before searching. For one CRM record, or a CSV of rows they already have, use tavily-entity. For a deep comprehensive report use tavily-research.\n"
    },
    "name": "tavily-list",
    "plugin_release_skill_id": "pluginrsk_6aee14b34ec88191aa28a464316f6658"
  },
  {
    "description": "Build a Tavily search or extraction that runs on a cadence, with a saved baseline. Search monitors set max_age_hours to the interval so a cached copy from before it is not returned. Use when the user wants to monitor, track, watch, or be alerted when something changes, or asks for a recurring check of a query or a page. For a deep comprehensive report use tavily-research. For a one-time lookup use tavily-search. For a one-time table use tavily-list.\n",
    "interface": {
      "brand_color": null,
      "default_prompt": null,
      "display_name": "tavily-monitor",
      "icon_large_url": null,
      "icon_small_url": null,
      "iconography": "radar",
      "short_description": "Build a Tavily search or extraction that runs on a cadence, with a saved baseline. Search monitors set max_age_hours to the interval so a cached copy from before it is not returned. Use when the user wants to monitor, track, watch, or be alerted when something changes, or asks for a recurring check of a query or a page. For a deep comprehensive report use tavily-research. For a one-time lookup use tavily-search. For a one-time table use tavily-list.\n"
    },
    "name": "tavily-monitor",
    "plugin_release_skill_id": "pluginrsk_6aee14b37ad8819185ffc22568b5281a"
  },
  {
    "description": "Research a topic in depth with Tavily. Use this skill when a question needs many sources gathered and weighed together: analysing a market, policy, technology or trend, comparing options across several criteria, reviewing the literature, or any request to research, investigate or analyze something in depth. A single fact or answer to find, even one with many clues, is a tavily-search task. For one CRM record use tavily-entity, for a table of matches use tavily-list, and for a recurring check use tavily-monitor.\n",
    "interface": {
      "brand_color": null,
      "default_prompt": null,
      "display_name": "tavily-research",
      "icon_large_url": null,
      "icon_small_url": null,
      "iconography": "search",
      "short_description": "Research a topic in depth with Tavily. Use this skill when a question needs many sources gathered and weighed together: analysing a market, policy, technology or trend, comparing options across several criteria, reviewing the literature, or any request to research, investigate or analyze something in depth. A single fact or answer to find, even one with many clues, is a tavily-search task. For one CRM record use tavily-entity, for a table of matches use tavily-list, and for a recurring check use tavily-monitor.\n"
    },
    "name": "tavily-research",
    "plugin_release_skill_id": "pluginrsk_6aee14b44d488191ac72152894becbcc"
  },
  {
    "description": "Build production-ready Tavily integrations with best practices baked in. Reference documentation for developers using coding assistants to implement web search, content extraction, crawling, and research in agentic workflows, RAG systems, or autonomous agents.",
    "interface": {
      "brand_color": null,
      "default_prompt": null,
      "display_name": "tavily-sdk",
      "icon_large_url": null,
      "icon_small_url": null,
      "iconography": "search",
      "short_description": "Build production-ready Tavily integrations with best practices baked in. Reference documentation for developers using coding assistants to implement web search, content extraction, crawling, and research in agentic workflows, RAG systems, or autonomous agents."
    },
    "name": "tavily-sdk",
    "plugin_release_skill_id": "pluginrsk_6aee14b419c88191bd57dacea07f400d"
  }
]

changed /release/version

BEFORE
"2.0.0"
AFTER
"2.3.0"
Full snapshot data
{
  "canonical_app_id": "asdk_app_69f271663a288191ac98f46bed7cb032",
  "connector_id": "asdk_app_69f271663a288191ac98f46bed7cb032",
  "created_at": "2026-06-04T16:32:55.190052Z",
  "discoverability": "LISTED",
  "id": "plugin_asdk_app_69f271663a288191ac98f46bed7cb032",
  "is_template": false,
  "is_template_instance": false,
  "name": "app-69f271663a288191ac98f46bed7cb032",
  "release": {
    "app_ids": [
      "asdk_app_69f271663a288191ac98f46bed7cb032"
    ],
    "app_manifest": {
      "apps": {
        "tavily": {
          "id": "asdk_app_69f271663a288191ac98f46bed7cb032",
          "required": true
        }
      }
    },
    "app_templates": [],
    "description": "The Web Infrastructure Layer for AI Agents. A purpose-built web API for real-time search, scraping, crawling, and structured data retrieval. AI-native enterprises trust Tavily for data enrichment, research, RAG pipelines, and autonomous AI systems-ensuring fresh, accurate, and scalable intelligence.",
    "display_name": "Tavily",
    "id": "pluginrel_d8c3e56ae85c8191ae6dc5d25ba58790",
    "interface": {
      "brand_color": null,
      "capabilities": [
        "Search the web",
        "Extract page content",
        "Map and crawl websites",
        "Run cited research"
      ],
      "category": "Developer Tools",
      "composer_icon_dark_url": null,
      "composer_icon_url": "https://files.openai.com/content?id=file_000000000fd481f698646f8a6569fe25",
      "default_prompt": null,
      "default_prompts": null,
      "developer_name": "Tavily",
      "logo_url": "https://files.openai.com/content?id=file_0000000064b481f6bd59982ed40e746d",
      "logo_url_dark": null,
      "long_description": "The Web Infrastructure Layer for AI Agents. A purpose-built web API for real-time search, scraping, crawling, and structured data retrieval. AI-native enterprises trust Tavily for data enrichment, research, RAG pipelines, and autonomous AI systems-ensuring fresh, accurate, and scalable intelligence.",
      "plugin_category_id": "developer tools",
      "privacy_policy_url": "https://www.tavily.com/privacy",
      "screenshot_urls": [],
      "short_description": "Web search for AI",
      "terms_of_service_url": "https://www.tavily.com/terms",
      "website_url": "https://www.tavily.com"
    },
    "keywords": [
      "search",
      "web-search",
      "rag",
      "agents",
      "research",
      "crawl",
      "extract",
      "tavily",
      "mcp"
    ],
    "onboarding_skill_name": null,
    "requires_local_executor": false,
    "skills": [
      {
        "description": "Use this skill whenever a task needs the web: searching for information, checking current facts or news, finding sources, reading a URL, finding a page on a site, or collecting many pages from a site. Use it for anything past your training data or anything the user wants verified online.\n",
        "interface": {
          "brand_color": null,
          "default_prompt": null,
          "display_name": "tavily-search",
          "icon_large_url": null,
          "icon_small_url": null,
          "iconography": "search",
          "short_description": "Use this skill whenever a task needs the web: searching for information, checking current facts or news, finding sources, reading a URL, finding a page on a site, or collecting many pages from a site. Use it for anything past your training data or anything the user wants verified online.\n"
        },
        "name": "tavily-search",
        "plugin_release_skill_id": "pluginrsk_6aee14b34d1481919fcaecbe9a07e280"
      },
      {
        "description": "Fill in a company, person, or organization for a CRM from the web, using Tavily, including a CSV of rows the user already has. Identifies the right entity when others share the name, then fills the fields from authoritative sources. Use when the user wants to enrich an account, a spreadsheet, or a pasted list of known names, or says \"enrich\", \"CRM\", or \"who is\". For discovering matches use tavily-list. For a deep comprehensive report use tavily-research.\n",
        "interface": {
          "brand_color": null,
          "default_prompt": null,
          "display_name": "tavily-entity",
          "icon_large_url": null,
          "icon_small_url": null,
          "iconography": "search",
          "short_description": "Fill in a company, person, or organization for a CRM from the web, using Tavily, including a CSV of rows the user already has. Identifies the right entity when others share the name, then fills the fields from authoritative sources. Use when the user wants to enrich an account, a spreadsheet, or a pasted list of known names, or says \"enrich\", \"CRM\", or \"who is\". For discovering matches use tavily-list. For a deep comprehensive report use tavily-research.\n"
        },
        "name": "tavily-entity",
        "plugin_release_skill_id": "pluginrsk_6aee14b36ee881918b626c8511c1fa10"
      },
      {
        "description": "Build a deduplicated table of matches for a set, using Tavily. The table is what search returned, not every match that exists. Use when the user wants a list, all of something, or a table with duplicates removed. Confirm the columns and a cap before searching. For one CRM record, or a CSV of rows they already have, use tavily-entity. For a deep comprehensive report use tavily-research.\n",
        "interface": {
          "brand_color": null,
          "default_prompt": null,
          "display_name": "tavily-list",
          "icon_large_url": null,
          "icon_small_url": null,
          "iconography": "search",
          "short_description": "Build a deduplicated table of matches for a set, using Tavily. The table is what search returned, not every match that exists. Use when the user wants a list, all of something, or a table with duplicates removed. Confirm the columns and a cap before searching. For one CRM record, or a CSV of rows they already have, use tavily-entity. For a deep comprehensive report use tavily-research.\n"
        },
        "name": "tavily-list",
        "plugin_release_skill_id": "pluginrsk_6aee14b34ec88191aa28a464316f6658"
      },
      {
        "description": "Build a Tavily search or extraction that runs on a cadence, with a saved baseline. Search monitors set max_age_hours to the interval so a cached copy from before it is not returned. Use when the user wants to monitor, track, watch, or be alerted when something changes, or asks for a recurring check of a query or a page. For a deep comprehensive report use tavily-research. For a one-time lookup use tavily-search. For a one-time table use tavily-list.\n",
        "interface": {
          "brand_color": null,
          "default_prompt": null,
          "display_name": "tavily-monitor",
          "icon_large_url": null,
          "icon_small_url": null,
          "iconography": "radar",
          "short_description": "Build a Tavily search or extraction that runs on a cadence, with a saved baseline. Search monitors set max_age_hours to the interval so a cached copy from before it is not returned. Use when the user wants to monitor, track, watch, or be alerted when something changes, or asks for a recurring check of a query or a page. For a deep comprehensive report use tavily-research. For a one-time lookup use tavily-search. For a one-time table use tavily-list.\n"
        },
        "name": "tavily-monitor",
        "plugin_release_skill_id": "pluginrsk_6aee14b37ad8819185ffc22568b5281a"
      },
      {
        "description": "Research a topic in depth with Tavily. Use this skill when a question needs many sources gathered and weighed together: analysing a market, policy, technology or trend, comparing options across several criteria, reviewing the literature, or any request to research, investigate or analyze something in depth. A single fact or answer to find, even one with many clues, is a tavily-search task. For one CRM record use tavily-entity, for a table of matches use tavily-list, and for a recurring check use tavily-monitor.\n",
        "interface": {
          "brand_color": null,
          "default_prompt": null,
          "display_name": "tavily-research",
          "icon_large_url": null,
          "icon_small_url": null,
          "iconography": "search",
          "short_description": "Research a topic in depth with Tavily. Use this skill when a question needs many sources gathered and weighed together: analysing a market, policy, technology or trend, comparing options across several criteria, reviewing the literature, or any request to research, investigate or analyze something in depth. A single fact or answer to find, even one with many clues, is a tavily-search task. For one CRM record use tavily-entity, for a table of matches use tavily-list, and for a recurring check use tavily-monitor.\n"
        },
        "name": "tavily-research",
        "plugin_release_skill_id": "pluginrsk_6aee14b44d488191ac72152894becbcc"
      },
      {
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