MCP.Market

Browser Automation MCP server

online · 100% uptime
by DataLeadsPRO·io.github.DataLeadsPRO/browser-automation·v1.0.0
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Programmatic headless browser sessions: create, interact, browse, and extract - rendered in a real

B80/100grade B
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Safety scan
B80/100

full report

Adoption
New

0 stars

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Browser Automation tools (5, 2 write)

write = sends, deletes, buys or posts
  • browseFree

    V1 Browse

  • interactFree

    V1 Interact

  • session_createwrite actionFree

    V1 Session Create

  • session_deletewrite actionFree

    V1 Session Delete

  • session_listFree

    V1 Session List

Public scan report

scanner v0.1.10 · 2026-10-02 · same rubric, same numbers if you re-run it

1 high
  • –Code scanremote-only server, no package to scann/a
  • Live reliabilityremote reachable in 948ms20/20
  • Tool poisoning5 tool descriptions checked15/15
  • Auth qualityopen endpoint exposes 2 write-action tools with no auth3/15
  • Maintenancelast push 15 days ago15/15
  • Maintainer identityregistry namespace matches repository owner7/10

Findings (1)

  • highWrite-action tools reachable without authenticationauth.open-write
Overall 80/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

How Browser Automation compares

Against every graded Scraping and browsing MCP server, from our own scans and uptime checks. Updated after each scan run.

Safety score
80/100
higher than 55% of 866 Scraping and browsing servers
Tools
5
the typical Scraping and browsing server has 6
Tools that change things
40%
typical: 0%. Fewer write tools means less an agent can break
Uptime
100%
of our recent checks; the typical remote Scraping and browsing server answers 100%
Response time
157 ms
faster than 59% of 384 Scraping and browsing servers

What its tools let an agent do: 3 read · 2 change

Install Browser Automation in Claude Code, Cursor or VS Code

claude mcp add --transport http browser-automation https://data.dataleads.pro/mcp/browser-automation
Add to Cursor

What the publisher says

From the Browser Automation repository's README, as published. We do not edit it. Read it on GitHub

Browser Automation API (Headless Sessions)

Programmatic headless browser sessions: create, interact, browse, and extract - rendered in a real browser.

Part of the DataLeads API suite (Tools category). Requests render in a real browser with anti-bot handling and protected-page support built in - no proxies to manage, no infrastructure to run.

Endpoints

Quick start

curl -X POST https://data.dataleads.pro/v1/session/create \
  -H 'Content-Type: application/json' \
  -d '{"clientKey": "YOUR_CLIENT_KEY", "url": "https://example.com", "extract": ["title", "markdown"]}'

Replace YOURCLIENTKEY with your key. Get one at https://data.dataleads.pro - free tier included.

MCP server

  • Remote (Streamable HTTP): https://data.dataleads.pro/mcp/browser-automation
  • Stdio (Docker): docker run -e DATALEADSAPIKEY=yourkey ghcr.io/dataleads/browser-automation-mcp:latest

Pricing

Full plan details at https://data.dataleads.pro.

License

MIT - see LICENSE.

Nothing above is checked by us. What we check is on the safety report.

Browser Automation: common questions

Is Browser Automation MCP server safe?
Mostly: it is graded B (80/100). Read the Browser Automation safety report
How do I install Browser Automation?
It runs remotely at data.dataleads.pro. Add it to Claude Code, Cursor, VS Code or Claude Desktop with the snippets above, or call it through the mcp.market gateway without installing anything.
Does Browser Automation need an API key?
Not as far as the registry entry and our scan can tell: no credentials are declared or required.
Is Browser Automation maintained?
The last commit was 48 days ago (2026-09-17). The latest release is v1.0.0.
Is Browser Automation up?
100% of our last 28 checks got an answer. We check remote servers about four times a day.
What can I use instead of Browser Automation?
Servers from other publishers that do the same job: Zenrows MCP server, AIHawk MCP server and Browser Use MCP server.
How does Browser Automation compare with other Scraping and browsing MCP servers?
safety score 80/100 (higher than 55% of 866 Scraping and browsing servers); tools 5 (the typical Scraping and browsing server has 6); tools that change things 40% (typical: 0%. Fewer write tools means less an agent can break). Full comparison.

Alternatives to Browser Automation

Same job from other publishers: the closest match first, then the best rated.

  • Zenrows
    Zenrows MCP server: Fetch, Extract, Batch, and Browser Sessions for AI agents
    A
  • AIHawk
    AI browser agent: browses, clicks, types, and reads real web pages from plain-English instructions.
    More from feder-cr →
    A
  • Browser Use
    Browser agents and stealth cloud browsers for AI: run web tasks, fill forms, extract data.
    A
  • Skyvern
    AI-powered browser automation — navigate, click, fill forms, and extract data from any website.
    A
  • Actionbook
    Let your AI agent operate any website through a real, logged-in browser session.
    A

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