For AI agents: a documentation index is available at /llms.txt
Skip to main content

AI & Agent Integrations

Browserless gives your AI a managed, stealth-enabled browser to plan, act, and observe the web. Pick the integration that fits your stack.

Agentic Browsing

MCP (Model Context Protocol)

Connect MCP-compatible clients directly to Browserless over the Model Context Protocol (MCP).

  • MCP Overview – Compare the two Browserless MCP servers and pick the right one
  • Browserless MCP Server – Full browser automation: scrape, screenshot, PDF, crawl, and run custom code from any MCP client
  • Browserless Docs MCP – Query Browserless documentation directly from your IDE or AI tool

Agent Frameworks

Use Browserless as the browser your agent controls.

  • Browser Use – Agentic browsing in Python
  • Stagehand – Natural language and code browser automation
  • LangChain – Browserless loaders inside chains and agents
  • AgentKit – Fault-tolerant AI agents with Browserless browser tools via Inngest
  • Agent Browser – Headless browser automation CLI for AI agents
  • OpenClaw – Local AI assistant with cloud-powered browser execution

AI SDKs & APIs

Build agents and tool-calling flows with Browserless as a browser tool.

  • Vercel AI SDK – Browser tools for Next.js AI handlers
  • Claude Agent SDK – Autonomous Claude agents with stealth browsing and CAPTCHA solving
  • OpenAI SDK – Browserless tools via the OpenAI Responses API MCP connector
  • Anthropic SDK – Browserless tools via the Anthropic Messages API MCP connector

AI Tools & Interfaces

Extend AI tools and IDEs with a cloud browser.

Workflow & Automation

Call Browserless as a reliable API step inside no-code and low-code tools.

  • n8n – Drag-and-drop workflows with Browserless REST and BQL
  • Make.com – No-code automation calling Browserless
  • Zapier – Trigger Browserless actions from Zapier apps

FAQ & Troubleshooting

How do I connect my agent to Browserless?

It depends on the integration type. CDP-based agent frameworks (like Browser Use or Stagehand) connect using a Browserless WebSocket URL (wss://production-sfo.browserless.io/chromium?token=YOUR_TOKEN) as the browser endpoint. MCP clients connect to a Browserless MCP server URL with your token instead, and AI SDKs and no-code tools call Browserless's REST or function APIs as a tool. See the section above that matches your tool for the exact connection details.

My agent is getting blocked by bot detection

Use the Browserless Agent instead of a plain Puppeteer/Playwright connection – it runs on Browserless's managed, stealth-enabled browser infrastructure with residential proxies built in, so most bot detection is handled without extra configuration.

Next steps