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Model Context Protocol

10 stories

Stories

  • Speed up your Selenium scripts: Lightpanda now speaks WebDriver

    Lightpanda 1.0 speaks WebDriver, making it the only browser that natively speaks every web automation protocol: CDP, WebDriver and MCP. Run your Selenium scripts on it by changing the driver setup: up to 4.4x faster than headless Chrome, with 7x less memory.

    Lightpanda Blog9 min read
  • Best Practices for Using Lightpanda

    Lightpanda is a browser for machines, from agents acting on behalf of a user to data extraction at scale and indexing. Best practice looks different according to your use case.

    Lightpanda Blog11 min read
  • The browser agent stack, explained

    The browser agent stack, mapped layer by layer: model, harness, browser drivers, engine. Lightpanda covers three of the four in a single binary.

    Lightpanda Blog7 min read
  • Benchmarking Lightpanda’s native agent

    We learned that an agent’s tools matter more than its engine. We rebuilt our tool surface: the MCP is now far faster and more accurate, and a native agent built into the binary is faster still.

    Lightpanda Blog10 min read
  • How should we benchmark Lightpanda for AI agents?

    We ran Lightpanda, agent-browser, and browser-use through AssistantBench and GAIA Level 1 with Claude Sonnet 4.6 as the brain. The tool surface mattered more than the engine.

    Lightpanda Blog11 min read
  • The Web Automation Stack Explained

    Every tool in web automation runs on a browser engine. There are only two real options: Chromium and Lightpanda. Here's how the entire stack fits together.

    Lightpanda Blog12 min read
  • New LP Domain Commands and Native MCP

    The LP domain grows with LP.getSemanticTree, LP.getInteractiveElements, and LP.getStructuredData alongside a native MCP server built into the browser binary that exposes the same engine capabilities without CDP.

    Lightpanda Blog11 min read
  • Why build a new browser? From intuition to reality

    Three years ago when we started Lightpanda, we asked ourselves a seemingly simple question what would a browser look like if it were built specifically for automation?

    Lightpanda Blog6 min read

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