4 tools tagged
Showing 4 of 4 tools
Microsoft's MCP server for structured browser automation by AI agents
Playwright MCP is Microsoft's Model Context Protocol server that enables AI agents to automate web browsers through structured tool calls. It exposes Playwright's browser automation capabilities as MCP tools that LLMs can invoke for navigating pages, clicking elements, filling forms, extracting content, and taking screenshots. Provides structured, reliable browser interaction for AI agent workflows.
Codeless browser testing with visual test recorder and scheduling
Ghost Inspector provides codeless browser testing through a visual recorder that captures user interactions and converts them into automated test suites. Tests run on managed infrastructure with scheduled execution, CI/CD integration, and Slack notifications. Features visual comparison for UI regression detection, API testing, and test organization with folders and tags for managing large test suites.
Browser automation CLI built for AI agents by Vercel Labs
Agent Browser is a Rust-based browser automation CLI designed specifically for AI agent workflows rather than traditional testing. Developed by Vercel Labs, it provides semantic element selection through a refs system, accessibility tree snapshots, session persistence, and authentication vaults. Unlike Playwright or Puppeteer which target test automation, Agent Browser optimizes for token efficiency and deterministic element selection that gives LLMs reliable browser interaction capabilities.
Zig-built headless browser engineered for AI agent workloads
Lightpanda is an open-source headless browser built from scratch in Zig for AI agents and automation. It strips away Chrome's rendering overhead, keeping only DOM and V8 JavaScript execution. Benchmarks show 11x faster execution and 9x less memory than headless Chrome, enabling ~140 concurrent sessions per server versus 15 with Puppeteer. Full CDP compatibility means existing Playwright and Puppeteer scripts migrate with zero code changes. Includes built-in MCP server for AI agent integration.
