Browserless

Name: Browserless
Author: browserless

by browserlessversion 1.45.0i★ –iComputer or cloud

Registry nameio.browserless/mcp

Install

Overview

Description from the maker (original English)

Official Browserless MCP server: browser automation, scraping, screenshots and PDFs for AI agents.

PopNx MCP’s three pillars

These three are never merged into one score: opinions, measurements and popularity are different things.

User voiceiNo reviews yetReviews open together with accounts in a later step
Our basic checksi3 of 3 passedChecked from public information; code not scanned yet
UsageiNot measured yet★ –

What you can do with it

We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.

Connection: Computer or cloud
Transport: stdio, Streamable HTTP
Category: Web & browsers
You need to fill in: BROWSERLESS_TOKEN, Authorization

Install

Pick the AI app you use, then copy the settings.

Before you install

Basic checks: 3 of 3 passed
Runs on the maker’s server: what you ask it goes through their server.
You fill in yourself: BROWSERLESS_TOKEN, BROWSERLESS_API_URL, Authorization, x-browserless-api-url

Values marked secret are keys to your account. Never share them or paste them into a chat.

You need

Runs in the cloudNothing to install; it connects over the internet
npmNode.js installed (for the npx command)

Which app do you use?

ClaudeClaude CodeCursorVS CodeChatGPT

Pick your app above. We remember it, so next time the button says “Install in …”.

This address needs a key in a request header, which the add-connector menu cannot set. Use Claude Code, Cursor or VS Code instead.

Or run it on your computer

Open Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json

{
  "mcpServers": {
    "browserless": {
      "command": "npx",
      "args": [
        "-y",
        "@browserless.io/mcp"
      ],
      "env": {
        "BROWSERLESS_TOKEN": "your-value",
        "BROWSERLESS_API_URL": "your-value"
      }
    }
  }
}

Run this in your terminal

claude mcp add --transport http browserless https://mcp.browserless.io/mcp --header 'Authorization: your-value' --header 'x-browserless-api-url: your-value'

Or run it on your computer

claude mcp add browserless --env BROWSERLESS_TOKEN=your-value --env BROWSERLESS_API_URL=your-value -- npx -y @browserless.io/mcp

Fill in the empty values before running it.

Open in Cursor

Or copy the settings yourself

Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json

{
  "mcpServers": {
    "browserless": {
      "url": "https://mcp.browserless.io/mcp",
      "headers": {
        "Authorization": "your-value",
        "x-browserless-api-url": "your-value"
      }
    }
  }
}

Or run it on your computer

Open in Cursor

Or copy the settings yourself

Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json

{
  "mcpServers": {
    "browserless": {
      "command": "npx",
      "args": [
        "-y",
        "@browserless.io/mcp"
      ],
      "env": {
        "BROWSERLESS_TOKEN": "your-value",
        "BROWSERLESS_API_URL": "your-value"
      }
    }
  }
}

Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.

Open in VS Code

Or copy the settings yourself

Paste into .vscode/mcp.json in your project

{
  "servers": {
    "browserless": {
      "type": "http",
      "url": "https://mcp.browserless.io/mcp",
      "headers": {
        "Authorization": "your-value",
        "x-browserless-api-url": "your-value"
      }
    }
  }
}

Or run it on your computer

Open in VS Code

Or copy the settings yourself

Paste into .vscode/mcp.json in your project

{
  "servers": {
    "browserless": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "@browserless.io/mcp"
      ],
      "env": {
        "BROWSERLESS_TOKEN": "your-value",
        "BROWSERLESS_API_URL": "your-value"
      }
    }
  }
}

Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.

This address needs a key in a request header, which the add-connector menu cannot set. Use Claude Code, Cursor or VS Code instead.

Your choice stays on this device in a cookie; no account needed.

Values you fill in

BROWSERLESS_TOKEN secret required env
Your Browserless API token
BROWSERLESS_API_URL env
Browserless API endpoint (regional or self-hosted)
Authorization secret HTTP header
Bearer token for your Browserless API key (Bearer ). Optional: the hosted server also supports OAuth sign-in.
x-browserless-api-url HTTP header
Regional Browserless endpoint, e.g. https://production-lon.browserless.io. Defaults to San Francisco.

These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.

What it can do

The server asks you to sign in before it lists its tools.

Basic checksi

We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 6, 2026

✓ Pass
Maker matches the repo
The registry name was verified against the domain browserless.io (the registry checks domain ownership)
… Not checked yet
Still maintained
We have not read this repo from GitHub yet
… Not checked yet
Has a licence
We have not read this repo from GitHub yet
✓ Pass
Endpoint responds
Responded in 253 ms (HTTP 401)
✓ Pass
Sign-in with OAuth
Declares OAuth sign-in, so your AI app can take you to log in
… Not checked yet
No hidden instructions in tool descriptions
Not checked yet; we read the tool list when we check the endpoint

Compared with others in Web & browsersi

More stars than 0% of the other 876 servers in this category
Published to the registry more recently than 98% of the other 876 servers in this category
Basic checks equal to or better than 100% of the other 876 servers in this category

Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.

Common questions

Is Browserless safe?

It passed 3 of 3 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.

What keys or codes does it need?

You need to fill in: BROWSERLESS_TOKEN, Authorization

Does it run on my computer or in the cloud?

Either way works: install it on your computer or connect to the cloud version.

Is it still maintained?

The GitHub repo last changed –, and the latest version (1.45.0) reached the registry yesterday.

Which apps can use it?

Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT in developer mode.

What can I use instead?

In the same category: Browser Use, Chrome DevTools MCP, MCP Server Browser

Alternatives

Servers in the same category from other makers, sorted by stars.

Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi

Browser Use

by browser-use

Lets AI do web tasks for you, such as filling forms, searching and extracting data, in the maker’s cloud browsers or on your computer.

Computer or cloud★ 120,087MITUpdated 16 days ago

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Chrome DevTools MCP

by ChromeDevTools

Lets AI use Chrome’s developer tools to inspect pages, find what makes them slow and spot errors. Made by the Chrome DevTools team.

Runs on your computer★ 54,821Apache-2.0Updated 15 days ago

Install

MCP Server Browser

by bytedance

MCP server for browser use access

Runs on your computer★ 39,550Apache-2.0Updated 14 months ago

Install

README from the maker

Open the README

Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.

Browserless MCP Server

MCP (Model Context Protocol) server for Browserless.io — expose the Browserless smart scraper API to LLM clients like Claude Desktop, Cursor, VS Code, and Windsurf.

Quick Start

Get an API token from browserless.io (free tier available), then point your MCP client at the hosted server:

"mcpServers": { "browserless": { "url": "https://mcp.browserless.io/mcp?token=your-token-here" } } }

No local install — see Configuration for per-client snippets.

Tools

Tool	Description
`browserless_smartscraper`	Scrape a single webpage and return its content as markdown or HTML, or AI-extracted JSON and summaries. Handles JavaScript-heavy pages and anti-bot measures automatically. For content across multiple pages, use `browserless_crawl`; to list a site's URLs, use `browserless_map`.
`browserless_search`	Search the web using Browserless and optionally scrape each result. Supports web, news, and image search with geo-targeting and time filters.
`browserless_map`	Discover and map all URLs on a website. Scans via sitemaps and link extraction. Returns URLs with optional titles and descriptions. Useful for site audits and content discovery.
`browserless_crawl`	Crawl a website and scrape every discovered page. Supports depth control, path filtering, sitemap strategies, and configurable scrape options. Returns scraped content and metadata for each page.
`browserless_performance`	Run Lighthouse audits on any URL. Returns category scores inline and saves the full JSON report outside the conversation: a local path (stdio) or authenticated single-use download URL (HTTP). Download to disk and inspect only needed fields with `jq`; files expire after 15 minutes or when the MCP session ends. Optionally filter by category, emulate a mobile or desktop device, supply a custom Lighthouse config, or supply performance budgets.
`browserless_function`	Execute custom Puppeteer JavaScript on the Browserless cloud. The function receives a `page` object and optional `context`; return `{ data, type }` to control the payload and Content-Type.
`browserless_export`	Export a webpage via the Browserless `/export` API. Fetches the URL and returns its native content (HTML, PDF, image, etc.) with automatic content-type detection.
`browserless_agent`	Drive a persistent browser session via a ReAct loop: snapshot the page, plan, batch interactions (click, type, scroll, evaluate, etc.), and re-snapshot. Uses ref-based selectors derived from snapshots, supports multi-tab workflows, screenshots, captcha solving, live URLs, and file upload/download (captured downloads auto-surface as handles; bytes never enter context).
`browserless_skill`	Load an on-demand recipe for a non-trivial page mechanic (shadow DOM, cookie consent, modals, captchas, dynamic content, snapshot misses, screenshots, tabs). Companion to `browserless_agent`.
`browserless_profiles`	List the authentication profiles saved for the current token, with cookie and origin counts. Pass a profile's name as `profile` to another tool to reuse its logged-in state.
`browserless_account`	Read the account behind the current token: plan, unit balance, billing period, and API key names. Never returns API token values.
`browserless_usage`	Read request and unit consumption: successes, errors, timeouts, queueing, peak concurrency, captchas, proxy bytes and units. Optionally scoped to specific API keys.
`browserless_sessions`	Inspect active/persistent sessions, recordings, and integrations. `action: "replay"` prepares a recording and offline player. On the full surface, MCP Apps clients also receive a `viewRef` for `browserless_show`.
`browserless_show`	Display an owned, previously prepared session replay, screenshot gallery, or recorded video inline. Full surface only; never repeats the capture, recording download, or browser operation.
`browserless_logs`	Read Browserless's own record of recent requests: what was attempted, whether it failed, why it stopped, how long it took and what it cost. The tool for diagnosing a run that failed on the Browserless side. Available window is plan-dependent.

Inline session replay

On the full surface, an MCP Apps client uses two calls:

browserless_sessions({ action: "replay", sessionId: "<recorded-session>" })

// Returns a compact summary, viewRef, expiresAt, and offline-player instructions. browserless_show({ viewRef: " " }) // Renders the prepared replay inline; does not repeat the recording download.

The player starts paused and includes play/pause, a keyboard-accessible timeline, rewind, playback speed, skip-inactive, and fullscreen where the host permits it. Controls follow the host's light/dark theme; the recorded page retains its own appearance. UI scripts, styles, and rrweb are bundled, with no runtime CDN. External assets referenced by recordings are blocked by the widget's CSP; embedded assets remain available.

Replay events travel in widget-only metadata. Complete results above 2 MiB use browserless_view_data, an app-only reader with bounded gzip/identity pages (128 KiB maximum reply, 50 MiB maximum decoded recording). This reader does not render a widget and should never be called by the model to inspect raw events.

References are owned by the authenticated caller/account and API scope, expire after 15 minutes, and survive MCP transport reconnects. Every show/read rechecks source access; deleted recordings and revoked API keys fail closed. OAuth follows the server's existing verification-cache policy. Loading/retries never extend the deadline. Keep the original offline-player fallback if a view expires. Clients without MCP Apps retain the existing replay output.

Snapshots are bounded and process-local. Deploy with routing that keeps prepared views on the owning process; shared view storage is required for arbitrary cross-worker reads. Restart or eviction makes a view unavailable and never reruns the original operation. Replay presentation tools/resources are absent from the compliant surface, whose existing tool list is unchanged.

Inline request-log explorer

On the full surface, MCP Apps clients can inspect logs without copying the complete result into the conversation:

browserless_logs({ levels: ["ERROR", "WARN"], limit: 50 })

browserless_show({ viewRef: " " })

The explorer shows timestamp, severity, endpoint/event, outcome/status, category/reason, duration, units, and region. Expand a row for every returned field, including the complete message, target URL, request ID, and session ID. IDs have Copy buttons when the host grants clipboard write access. URLs remain plain text and never open automatically.

Filters cover the tool's existing time range, severity, endpoint, outcome, category, reason, request ID, target URL, event names, API key, page size, and ordering. Omitted time bounds use the account plan's server-defined window; retention errors appear in the widget. Refresh, Apply filters, and Load more call the authorized read-only logs tool through the bridge, without a new chat turn or another widget. Overlapping pages are deduplicated. Loaded entries are bounded to 500 rows and 2 MiB; each result page is limited to 100 rows and 1 MiB. I

Only the beginning is shown; read the rest in the repo

Browserless

Overview

PopNx MCP’s three pillars

What you can do with it

Install

Before you install

Or run it on your computer

Or run it on your computer

Or run it on your computer

Or run it on your computer

Values you fill in

What it can do

Basic checksi

Maker matches the repo

Still maintained

Has a licence

Endpoint responds

Sign-in with OAuth

No hidden instructions in tool descriptions

Compared with others in Web & browsersi

Common questions

Alternatives

Browser Use

Chrome DevTools MCP

MCP Server Browser

README from the maker

Browserless MCP Server

Quick Start

Tools

Inline session replay

Inline request-log explorer