Atlas / MCP servers / ramxx / Tavily

TavilySAFE

mcp/ramxx/tavily-3

An MCP server for Tavily's search API

Verdict
SAFE
Grade
B
Trust score
89 /100
Exposed tools
3 3r · 0w · 0d
Transport
stdio
License
MIT
Stars
72
01

Overview

From the repository's own README, as read at the audited commit. Badges and raw HTML are left out.

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Deprecation notice

I built this MCP server back in early March of 2025 when the MCP protocol was brand new and there were no consistent ways to do search in chatbots, predating other implementations.

Since then, the good folks at Tavily have released their official Tavily MCP server which is well-maintained and in sync with their latest capabilities. Therefore, I'm now deprecating this server in favor of theirs.

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A Model Context Protocol server that provides AI-powered web search capabilities using Tavily's search API. This server enables LLMs to perform sophisticated web searches, get direct answers to questions, and search recent news articles with AI-extracted relevant content.

Features

Available Tools

  • tavily_web_search - Performs comprehensive web searches with AI-powered content extraction.
  • query (string, required): Search query
  • max_results (integer, optional): Maximum number of results to return (default: 5, max: 20)
  • search_depth (string, optional): Either "basic" or "advanced" search depth (default: "basic")
  • include_domains (list or string, optional): List of domains to specifically include in results
  • exclude_domains (list or string, optional): List of domains to exclude from results
  • tavily_answer_search - Performs web searches and generates direct answers with supporting evidence.
  • query (string, required): Search query
  • max_results (integer, optional): Maximum number of results to return (default: 5, max: 20)
  • search_depth (string, optional): Either "basic" or "advanced" search depth (default: "advanced")
  • include_domains (list or string, optional): List of domains to specifically include in results
  • exclude_domains (list or string, optional): List of domains to exclude from
Read from source at commit f1337001dd29OBSERVED · 2026-10-07
02

Connect

Built from this server's own package name, version and transport as found in its source — not copied from anyone's documentation, so it cannot drift against a page we do not control. Replace the environment placeholders with a token scoped to the least it needs.

claude-code
claude mcp add mcp_tavily --env TAVILY_API_KEY=${TAVILY_API_KEY} -- uvx mcp_tavily
claude-desktop
{
  "mcpServers": {
    "mcp_tavily": {
      "command": "uvx",
      "args": [
        "mcp_tavily"
      ],
      "env": {
        "TAVILY_API_KEY": "${TAVILY_API_KEY}"
      }
    }
  }
}
03

Exposed tools (3)

3 read · 0 write · 0 destructive.

ToolRiskDescription
tavily_answer_searchread
tavily_news_searchread
tavily_web_searchread
04

Trust audit

SAFEgrade B · trust 89/100 Nothing in the source contradicts what it says it does. Grade A is reserved for packages that have also passed the behavioural sandbox.

LayerWhat it checksResult
L0Provenance & inventoryPASS
L1Static analysis of the codePASS
L2Instruction surface (what it tells the agent)PASS
L3Class-specific surfacePASS
L4Behavioural (sandbox)SKIPPED

What the source does

Filesystem
none-observed
Network
none-observed
Shell
none-observed
Dependencies
not all pinned
Secrets in source
none-found

Findings (4)

LOWInventory / provenance · inv.hidden_file · CWE-1104
tests/.env.sample
.env.sample
Why it matters. hidden member outside the usual dotfiles
Fix. review its purpose
LOWCode injection · code.eval_exec · CWE-78, CWE-94, CWE-95
tests/test_utils.py:11
exec(format_results_code, globals())
Why it matters. evaluates text as code
Fix. remove; use a parser or a dispatch table
LOWSupply chain · supply.unpinned · CWE-829, CWE-1357
requirements-dev.txt
build, pytest, pytest-asyncio, pytest-cov, pytest-mock
Why it matters. 5 requirement(s) not pinned with ==
Fix. pin exact versions
LOWSupply chain · supply.unpinned · CWE-829, CWE-1357
requirements.txt
mcp, pydantic, python-dotenv, tavily-python
Why it matters. 4 requirement(s) not pinned with ==
Fix. pin exact versions

Gates applied: no_behavioural_pass.

Audited 2026-10-07 · audit v0.4.1 · source sha f1337001dd29full audit observations/trust-audit/mcp-server/ramxx__tavily-3.json · Report an issue / request a re-scan
05

Audit history

Every audit this server has had. A grade with a past is a grade somebody is still checking.

DateSourceVerdictGradeScoreChange
2026-10-07f1337001dd29SAFEB89first audit
06

Questions

What is the Tavily MCP server?

An MCP server for Tavily's search API

What tools does Tavily expose?

3 in total: 3 read-only, 0 that write, and 0 that can delete or overwrite. Every one is listed on this page with its risk.

Is Tavily safe to connect to an agent?

The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean server reads B.

What credentials does Tavily need?

It reads TAVILY_API_KEY from the environment. Give it a token scoped to the least it needs — an agent that can be talked into calling a tool can be talked into calling it with your credentials.

How does Tavily run?

It speaks stdio, so it runs as a local process your client starts. It is published on PyPI as mcp_tavily.

How current is this page?

The grade is for one exact copy of the source (f1337001dd29), read on 2026-10-07. The repository is watched and re-audited when it changes.

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