Ross ROSS = Recommend OSS · open-source software intelligence for agents

tavily-ai/tavily-mcp

Production ready MCP server with real-time search, extract, map & crawl. observed · 2026-08-28

github.com/tavily-ai/tavily-mcp · JavaScript · MIT (permissive) observed · 2026-08-28

Health v2 · maintenance only

65/100

  • Activity 98
  • Release rhythm 35
  • Longevity 41

Flags: no_releases

How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-02. Adoption (stars, forks) is never an input.

  • gap_med: n/a
  • age_days: 583
  • days_rel: n/a
  • days_push: 13
  • n_releases_24m: 0

Full methodology

Adoption not part of the score

2354 stars · 290 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A Model Context Protocol (MCP) server that exposes Tavily's web search, page extraction, site mapping, and crawling tools to AI assistants like Claude. It can run locally via Node.js or be accessed as a hosted remote MCP server with API key or OAuth authentication.

Use cases

  • give my AI assistant real-time web search
  • extract content from web pages into Claude
  • crawl an entire website and feed it to an LLM
  • build a structured map of a website
  • connect Claude Code or Claude Desktop to a search API
  • add live web research to an MCP-compatible coding assistant

When to choose

  • you use an MCP client like Claude Desktop, Claude Code, or Cline and need live web search
  • you want search, extraction, mapping, and crawling behind one protocol server
  • you prefer a hosted remote MCP endpoint without local installation

When to avoid

  • you need a general-purpose scraper outside of LLM/MCP workflows
  • you don't have or want a Tavily API key
  • you need search results in a non-MCP application without writing integration code

Facets

service · maturity active

search-engine web-scraping mcp http-server parser artificial-intelligence large-language-models developer-tools cross-platform cli mcp-server tavily web-search web-crawler data-extraction claude real-time-search site-mapping ai-agents search nodejs web-server

2 sources

Member repositories

RepositoryRoleHealth v2
tavily-ai/tavily-mcpmain65

For agents

markdown · JSON · MCP: product_card(name="tavily-ai/tavily-mcp")

Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem