Leapfrog

Leapfrog is a high-efficiency Model Context Protocol (MCP) server and browser automation tool designed for AI agents to interact with web content in parallel sessions while dramatically reducing token usage versus traditional browser MCPs like Playwright MCP. It offers up to 15 isolated browser sessions, stealth features for anti-bot evasion, a session HUD, human-like interaction modules, adaptive fallback, session memory, and extensive automation primitives for record/replay, pagination, classification, and more. Leapfrog is ideal for developers building agentic, autonomous, or tool-using AI systems that require scalable, cost-effective browsing and data extraction at large scale.