"Robot Framework" matching MCP servers:

Scans any website and produces an Agent Readiness Report scored on the open ASO framework.

Human-in-the-loop automation framework. Log them in, watch them run.

Enables QA to interactively inspect DOM elements in a visible browser, generate resilient Robot Framework locators and Page Objects, and validate selectors via natural language.

Enables AI agents to discover Robot Framework keywords, execute test steps live against web, mobile, API, database, or desktop targets, and generate clean .robot test suites from plain-English instructions.

Web scraper and token compressor that converts HTML to clean markdown with 70-80% fewer tokens. Single-page compression and multi-page BFS crawling with auto-fallback fetch modes.

Enables web scraping through Scrapling's adaptive parsers, fetchers that bypass anti-bot systems, and scalable spider framework, allowing users to fetch pages, extract structured data, and run concurrent crawls with proxy rotation.

An open-source framework for building site-specific MCP servers that run over real, authenticated user browser sessions locally, turning them into composable AI tools.

An MCP server that lets AI agents directly inspect and interact with live, logged-in browsers to debug PWAs and modern web apps, including framework state, stores, service workers, and caches.

A tool that enables automated browser control using Pyppeteer within the MCP framework, allowing navigation, screenshot capture, and element interaction with websites.

Enables web browser automation and inspection using structured data instead of screenshots, allowing AI agents to interact with web pages programmatically through the Playwright framework.

Enables AI-powered web test automation with self-healing locators and automatic GitHub checkin.

Exposes Scrapling web scraping framework as MCP tools for Claude Code, enabling URL scraping with CSS/XPath selectors, stealth mode, and batch processing.

Enables LLMs like Claude to navigate the web through Puppeteer-based tools and Steel. Based on the Web Voyager framework, it provides tools for all the standard web actions click clicking/scrolling/typing/etc and taking screenshots.

Aggregated search API service that provides real-time web search capabilities for AI assistants via MCP.

Enables LLMs to perform browser automation through the Playwright framework with Chrome DevTools Protocol support, connecting to existing Chrome instances for advanced web interactions and JavaScript execution.

A collection of MCP servers distributed as a single npm package, including mcp-visualizer which uses Puppeteer for screenshots, typing, and network/console diagnostics on any web framework.

A professional browser automation server that enables MCP clients to perform structured web navigation, element interaction, and data extraction using the DrissionPage framework. It features 14 deterministic tools optimized for LLMs to automate web workflows efficiently without relying on vision-based models.

MCP server that gives AI full control of a live Chrome browser via CDP, with 145 tools for framework-aware intelligence, evidence analysis, and SEO auditing. Connects to your existing Chrome via an extension, enabling interaction with dynamic and authenticated web pages.

Enables AI-powered browser automation and test development within the Magni automation framework. It allows users to leverage AI models for executing browser tasks and analyzing automated test failure results.

Enables AI agents in Copilot Chat to autonomously plan, generate, and self-heal Playwright UI and API tests by connecting to a local browser runtime.