Atlas / MCP servers / jovanipink / Browser Use

Browser UseSAFE

mcp/jovanipink/browser-use-6

FastAPI MCP server that exposes browser-use automation through a testable Model Context Protocol boundary.

Verdict
SAFE
Grade
B
Trust score
89 /100
Exposed tools
1 0r · 1w · 0d
Transport
—
License
—
Stars
62
01

Overview

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

[](https://smithery.ai/server/@JovaniPink/mcp-browser-use)

Model Context Protocol (MCP) server that wires browser-use into Claude Desktop and other MCP compatible clients.

Overview

This repository provides a beta MCP wrapper around the browser-use automation engine. It exposes a single MCP tool (run_browser_agent) that orchestrates a browser session, executes the browser-use agent, and returns the final result to the client. The layout keeps configuration in one place, makes security boundaries testable, and isolates upstream browser-use migrations from the MCP interface.

Key Capabilities

  • Automated browsing – Navigate, interact with forms, control tabs, capture screenshots, and read page content through natural-language instructions executed by browser-use.
  • Agent lifecycle management – CustomAgent wraps browser-use's base agent to add history export, richer prompts, and consistent error handling across runs.
  • Centralised browser configuration – create_browser_session translates environment variables into a ready-to-use BrowserSession, enabling persistent profiles, proxies, and custom Chromium flags without touching the agent logic.
  • FastMCP integration – server.py registers the MCP tool, normalises configuration, and ensures the browser session is always cleaned up.
  • Client helpers – client.py includes async helpers for tests or other Python processes that wish to exercise the MCP server in-process.

Project Structure

.
├── documentation/
│   ├── CONFIGURATION.md      # Detailed configuration reference
│   └── SECURITY.md           # Security considerations for running the server
├
Read from source at commit cb6045028793OBSERVED · 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_browser_use --env ANTHROPIC_API_KEY=${ANTHROPIC_API_KEY} --env AZURE_OPENAI_API_KEY=${AZURE_OPENAI_API_KEY} --env BROWSER_USE_PROXY_PASSWORD=${BROWSER_USE_PROXY_PASSWORD} --env DEEPSEEK_API_KEY=${DEEPSEEK_API_KEY} -- uvx mcp_browser_use
claude-desktop
{
  "mcpServers": {
    "mcp_browser_use": {
      "command": "uvx",
      "args": [
        "mcp_browser_use"
      ],
      "env": {
        "ANTHROPIC_API_KEY": "${ANTHROPIC_API_KEY}",
        "AZURE_OPENAI_API_KEY": "${AZURE_OPENAI_API_KEY}",
        "BROWSER_USE_PROXY_PASSWORD": "${BROWSER_USE_PROXY_PASSWORD}",
        "DEEPSEEK_API_KEY": "${DEEPSEEK_API_KEY}"
      }
    }
  }
}
03

Exposed tools (1)

0 read · 1 write · 0 destructive.

ToolRiskDescription
run_browser_agentwrite
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
pinned
Secrets in source
none-found

Findings (6)

LOWInventory / provenance · inv.no_license · CWE-1104
Why it matters. no LICENSE file and no repo licence
Fix. add a licence
LOWCode injection · code.dynamic_import · CWE-78, CWE-94, CWE-95
tests/test_client_session.py:135
importlib.import_module(legacy_module)
LOWCode injection · code.dynamic_import · CWE-78, CWE-94, CWE-95
tests/test_logging_configuration.py:26
importlib.import_module(module_name)
LOWCode injection · code.dynamic_import · CWE-78, CWE-94, CWE-95
tests/test_logging_configuration.py:36
importlib.import_module(module_name)
LOWObfuscation / stealth · obf.decode_call · CWE-506, CWE-94
src/mcp_browser_use/agent/custom_agent.py:581
img_data = base64.b64decode(item.state.screenshot)
LOWObfuscation / stealth · obf.decode_call · CWE-506, CWE-94
src/mcp_browser_use/agent/custom_agent.py:623
img = Image.open(io.BytesIO(base64.b64decode(screenshot_b64))).convert("RGBA")

Gates applied: no_behavioural_pass, no_license.

Audited 2026-10-07 · audit v0.4.1 · source sha cb6045028793full audit observations/trust-audit/mcp-server/jovanipink__browser-use-6.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
2026-10-07cb6045028793SAFEB89first audit
06

Questions

What is the Browser Use MCP server?

FastAPI MCP server that exposes browser-use automation through a testable Model Context Protocol boundary.

What tools does Browser Use expose?

1 in total: 0 read-only, 1 that write, and 0 that can delete or overwrite. Every one is listed on this page with its risk.

Is Browser Use 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 Browser Use need?

It reads ANTHROPIC_API_KEY, AZURE_OPENAI_API_KEY, BROWSER_USE_PROXY_PASSWORD, DEEPSEEK_API_KEY, GOOGLE_API_KEY and OPENAI_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 current is this page?

The grade is for one exact copy of the source (cb6045028793), read on 2026-10-07. The repository is watched and re-audited when it changes.

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