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MCP server · Scraping

Browserless

Browserless MCP — wraps the Browserless headless-Chromium REST API (browserless.io)

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34Low

Scored 3 days ago · breakdown

About Browserless

Browserless is an MCP server in the Scraping category: browserless MCP — wraps the Browserless headless-Chromium REST API (browserless.io).

Install

From source
git clone https://github.com/browserless/browserless-mcp

This server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.

Tools (14)

browserless_accountRead the account behind the current token: plan, unit balance, billing period, and API key names. Never returns API token values.

Parameters not published.

browserless_agentDrive 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).

Parameters not published.

browserless_crawlCrawl 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.

Parameters not published.

browserless_exportExport a webpage via the Browserless `/export` API. Fetches the URL and returns its native content (HTML, PDF, image, etc.) with automatic content-type detection.

Parameters not published.

browserless_functionExecute 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.

Parameters not published.

browserless_logsRead 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.

Parameters not published.

browserless_mapDiscover 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.

Parameters not published.

browserless_performanceRun Lighthouse audits on any URL. Returns scores and metrics for accessibility, best practices, performance, PWA, and SEO. Optionally filter by category or supply performance budgets.

Parameters not published.

browserless_profilesList 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.

Parameters not published.

browserless_searchSearch the web using Browserless and optionally scrape each result. Supports web, news, and image search with geo-targeting and time filters.

Parameters not published.

Show all 14 tools
browserless_sessionsInspect the account's sessions — browsers running now, persistent sessions on dedicated workers, recorded session replays, and 1Password credential integrations. Also downloads a replay as a fully self-contained rrweb player page (`action: "replay"`) that needs no network to render: opened in your browser when the server runs locally, otherwise attached as an inline HTML resource when small enough to send.

Parameters not published.

browserless_skillLoad 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`.

Parameters not published.

browserless_smartscraperScrape a single webpage and return its content as markdown or HTML. 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`.

Parameters not published.

browserless_usageRead request and unit consumption: successes, errors, timeouts, queueing, peak concurrency, captchas, proxy bytes and units. Optionally scoped to specific API keys.

Parameters not published.

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Questions

About Browserless

How do I install Browserless?

No package has been published for this server, so install it from source: clone the repository and follow its README.

Is Browserless safe to use with an AI agent?

Its trust score is 34 out of 100 (low). Conduid hasn't run static security checks on this repository yet, so review the source yourself before granting it credentials. It has no ConduID identity yet, so agent calls to it are not receipted.

Is Browserless still maintained?

Conduid hasn't recorded a commit date for this repository yet. Check the repository directly for recent activity.