Can AI agents automate Browserless?

Browserless is automatable today through its REST APIs and a hosted first-party MCP server. This record is Browserless.io. It is not Firecrawl, Apify, or Playwright, and it is not the registry listing io.github.pipeworx-io/browserless. REST calls are single HTTP requests for scrape, content, screenshot, PDF, function, download, export, unblock, performance, and crawl. Each request sends the API token as a query parameter, for example https://production-sfo.browserless.io/scrape?token=YOUR_API_TOKEN_HERE. The token comes from the account dashboard. REST calls are stateless: one browser task per request, then the session closes. /function runs custom Puppeteer JavaScript in that one session. The homepage says signup creates a free account. Browserless publishes github.com/browserless/browserless-mcp and hosts it at https://mcp.browserless.io/mcp. The README accepts the token as a query parameter or as Authorization: Bearer. Tools include smart scrape, crawl, map, search, Lighthouse, Puppeteer function, and a browser agent. The account tool reports plan and unit balance and does not return token values. https://docs.browserless.io/llms.txt is a documentation index. A language SDK and a CLI reference were not opened. Zapier, Make, and n8n were named on the homepage's AI integrations list and were not opened as connector catalogs. Computer-use viability is unassessed. REST and MCP both score 7. REST is the best path because it is plain HTTP and does not require an MCP client. The hosted MCP is the path for a multi-step browser session.

Best path today: api · Overall automatability: 7/10