{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"awesome-playwright-mcp-server","slug":"playwright-mcp-server","name":"Playwright MCP Server","type":"mcp","url":"https://github.com/executeautomation/mcp-playwright","page_url":"https://unfragile.ai/playwright-mcp-server","categories":["mcp-servers"],"tags":[],"pricing":{"model":"open_source","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"awesome-playwright-mcp-server__cap_0","uri":"capability://tool.use.integration.mcp.compliant.browser.automation.server","name":"mcp-compliant browser automation server","description":"Exposes Playwright browser automation capabilities as an MCP server, allowing Claude and other MCP clients to invoke browser control through standardized tool definitions. Implements the Model Context Protocol specification to translate high-level browser intents (navigate, click, extract) into Playwright API calls, with request/response serialization over stdio or HTTP transports.","intents":["I want Claude to control a browser and perform multi-step web interactions without writing custom integrations","I need to expose browser automation as a standardized service that any MCP-compatible client can consume","I want to build agentic workflows where Claude can autonomously navigate websites and extract data"],"best_for":["AI engineers building Claude-powered automation agents","Teams integrating browser automation into MCP-based AI workflows","Developers wanting standardized browser control without custom API wrappers"],"limitations":["Limited to Playwright's supported browsers (Chromium, Firefox, WebKit) — no Safari or IE support","No built-in session persistence across server restarts — browser state is ephemeral unless explicitly managed","MCP protocol overhead adds latency compared to direct Playwright library calls","Requires MCP client implementation — not usable with standard REST API clients"],"requires":["Node.js 16+ or Python 3.8+ (depending on implementation)","Playwright browser binaries installed (Chromium, Firefox, or WebKit)","MCP-compatible client (Claude, or custom MCP client implementation)","Network connectivity for MCP transport (stdio or HTTP)"],"input_types":["text (URLs, selectors, text input)","structured JSON (tool parameters with selector paths, coordinates, keyboard input)"],"output_types":["structured JSON (page content, element properties, screenshots as base64)","text (extracted page text, HTML content)"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-playwright-mcp-server__cap_1","uri":"capability://automation.workflow.headless.and.headed.browser.mode.switching","name":"headless and headed browser mode switching","description":"Supports launching browsers in both headless (no UI) and headed (visible UI) modes through Playwright's launch configuration, allowing developers to toggle between fast automated testing and visual debugging. Exposes mode selection as a server configuration or per-session parameter, with automatic browser context management for each mode.","intents":["I want to run fast automated web scraping in headless mode on a server","I need to debug browser automation failures by seeing the actual browser window and interactions","I want to switch between headless and headed modes without restarting the server"],"best_for":["CI/CD pipelines requiring fast headless automation","Local development workflows where visual debugging is essential","Teams running both automated tests and interactive debugging sessions"],"limitations":["Headed mode requires display server (X11, Wayland, or macOS/Windows GUI) — not available in containerized headless environments","Headed mode consumes significantly more system resources (memory, CPU) than headless","Mode switching requires browser restart — cannot toggle mid-session without closing and reopening the browser"],"requires":["Playwright browser binaries with GUI support (for headed mode)","Display server or GUI environment (for headed mode on Linux)","MCP server configuration or client parameter support for mode selection"],"input_types":["text (mode selection: 'headless' or 'headed')","structured JSON (launch options with headless flag)"],"output_types":["structured JSON (browser launch confirmation, mode status)"],"categories":["automation-workflow","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-playwright-mcp-server__cap_10","uri":"capability://automation.workflow.event.listener.and.response.interception","name":"event listener and response interception","description":"Provides tools for listening to page events (load, error, popup, console messages) and intercepting network requests/responses. Supports route interception for request modification, response mocking, and request blocking. Enables advanced workflows like API mocking, request inspection, and error handling.","intents":["I want Claude to detect and handle popup windows that appear during automation","I need to mock API responses to test page behavior without real backend calls","I want to block certain requests (ads, tracking) to speed up page load"],"best_for":["Advanced automation workflows requiring request/response inspection","Testing with mocked APIs and responses","Workflows that need to handle unexpected popups or errors"],"limitations":["Route interception adds latency (~10-50ms per request) due to interception overhead","Complex response mocking requires understanding of request/response format","Event listeners are session-specific — must be re-registered for new pages/contexts","Some requests (CORS, cross-origin) may not be interceptable due to browser security"],"requires":["Playwright browser instance with active page","Valid route patterns (URL glob or regex) for request interception","Optional: mock response data in JSON or binary format"],"input_types":["text (event type: 'popup', 'error', 'console', 'request', 'response')","text (route pattern for request interception)","structured JSON (mock response data)"],"output_types":["structured JSON (event details, request/response data)","text (console messages, error details)"],"categories":["automation-workflow","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-playwright-mcp-server__cap_11","uri":"capability://automation.workflow.viewport.and.device.emulation.configuration","name":"viewport and device emulation configuration","description":"Provides tools for setting viewport dimensions, emulating specific devices (mobile phones, tablets), and configuring user agent strings. Supports preset device profiles (iPhone, iPad, Android) and custom viewport/device configurations. Enables testing of responsive designs and mobile-specific behavior.","intents":["I want Claude to test a website's mobile layout by emulating an iPhone","I need to verify that a page renders correctly at different viewport sizes","I want to test mobile-specific features like touch events or mobile user agents"],"best_for":["Responsive design testing and mobile-specific automation","Cross-device testing workflows","Mobile app web view testing"],"limitations":["Device emulation is not true mobile testing — does not emulate actual mobile hardware performance or network conditions","Touch event simulation may not work identically to real touch input on some sites","Viewport changes require page reload or context recreation — cannot change viewport mid-session","Some mobile-specific features (geolocation, camera) require additional permissions/mocking"],"requires":["Playwright browser instance (must be created with device/viewport configuration)","Valid device name (from Playwright's device list) or custom viewport dimensions","Optional: user agent string override"],"input_types":["text (device name: 'iPhone 12', 'iPad Pro', 'Pixel 5', or custom)","structured JSON (custom viewport: width, height, deviceScaleFactor)"],"output_types":["structured JSON (viewport configuration, device profile details)"],"categories":["automation-workflow","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-playwright-mcp-server__cap_2","uri":"capability://automation.workflow.multi.page.and.multi.context.browser.session.management","name":"multi-page and multi-context browser session management","description":"Manages multiple browser pages and contexts within a single browser instance, allowing parallel or sequential navigation and interaction across different pages. Uses Playwright's context and page abstractions to isolate cookies, local storage, and DOM state, with context-aware tool invocations that route commands to the correct page or context.","intents":["I want Claude to open multiple tabs and compare content across different pages simultaneously","I need to maintain separate login sessions (different users) in isolated browser contexts","I want to test multi-page workflows like form submission followed by confirmation page verification"],"best_for":["Complex web automation workflows requiring parallel page interactions","Multi-user testing scenarios with isolated browser contexts","Web scraping tasks that need to correlate data across multiple pages"],"limitations":["Each context consumes separate memory and system resources — scaling to 10+ contexts may cause resource exhaustion","No built-in context persistence — all contexts are lost on server restart","Context switching adds latency (~50-200ms per page switch depending on page complexity)","Limited to same browser instance — cannot span multiple browser processes"],"requires":["Sufficient system memory (each context ~50-200MB depending on page complexity)","MCP tool definitions supporting context/page identifiers in parameters","Client-side tracking of context and page IDs for multi-step workflows"],"input_types":["text (page/context identifiers, URLs)","structured JSON (context creation options, page selectors)"],"output_types":["structured JSON (page/context IDs, page content, element states)","text (extracted content from specific pages)"],"categories":["automation-workflow","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-playwright-mcp-server__cap_3","uri":"capability://automation.workflow.dom.element.selection.and.interaction.via.css.xpath.selectors","name":"dom element selection and interaction via css/xpath selectors","description":"Provides tools for locating and interacting with DOM elements using CSS selectors, XPath expressions, and Playwright's built-in locator API. Supports click, type, fill, hover, and other interaction primitives with automatic waiting for element visibility/stability. Implements selector validation and error handling to provide meaningful feedback when elements are not found.","intents":["I want Claude to click a button identified by a CSS class or XPath expression","I need to fill form fields with specific text values using reliable element selectors","I want Claude to hover over elements and trigger tooltips or dropdowns"],"best_for":["Web automation workflows with stable, well-structured HTML","Form filling and data entry tasks","Interactive web testing requiring precise element targeting"],"limitations":["Fragile to DOM structure changes — CSS/XPath selectors break if page layout changes","No automatic selector generation — requires manual selector crafting or external tools","Selector ambiguity can cause wrong element selection if multiple elements match","Dynamic content loaded after page load may not be selectable until fully rendered"],"requires":["Valid CSS or XPath selector syntax","Target elements must be present in DOM (not hidden or removed)","Playwright browser instance with active page context"],"input_types":["text (CSS selector or XPath expression)","text (interaction type: 'click', 'type', 'fill', 'hover')","text (input text for type/fill operations)"],"output_types":["structured JSON (element properties, success/failure status)","text (error messages if element not found)"],"categories":["automation-workflow","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-playwright-mcp-server__cap_4","uri":"capability://data.processing.analysis.page.content.extraction.and.text.scraping","name":"page content extraction and text scraping","description":"Extracts page content as plain text, HTML, or structured data using Playwright's page evaluation APIs. Supports full-page text extraction, targeted element text retrieval, and custom JavaScript execution for complex data extraction. Returns content with optional formatting preservation and metadata about extracted elements.","intents":["I want Claude to read the visible text content of a webpage and understand what's displayed","I need to extract structured data (prices, dates, names) from a page and return it as JSON","I want to get the raw HTML of a page for further processing or analysis"],"best_for":["Web scraping and data extraction workflows","Content analysis and summarization tasks","Accessibility testing and content verification"],"limitations":["Text extraction may include hidden elements or navigation clutter — requires post-processing to clean","Large pages (10MB+ HTML) may cause memory issues or slow extraction","JavaScript-rendered content requires page load completion — cannot extract during page load","No automatic structure detection — returns raw text without semantic understanding"],"requires":["Playwright browser instance with loaded page","Page must be fully loaded (or explicit wait for dynamic content)","Sufficient memory for large page content"],"input_types":["text (extraction type: 'text', 'html', 'innerText')","text (optional CSS selector for targeted extraction)","text (optional JavaScript code for custom extraction)"],"output_types":["text (plain text content)","text (HTML markup)","structured JSON (custom extraction results)"],"categories":["data-processing-analysis","search-retrieval"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-playwright-mcp-server__cap_5","uri":"capability://image.visual.screenshot.capture.and.visual.verification","name":"screenshot capture and visual verification","description":"Captures full-page or element-specific screenshots as base64-encoded images, enabling visual verification of page state and debugging of visual issues. Supports viewport-specific screenshots, full-page scrolling captures, and element bounding box screenshots. Returns images in PNG format with optional metadata about capture dimensions and timing.","intents":["I want Claude to take a screenshot of the current page state for visual verification","I need to capture a specific element's appearance for debugging layout issues","I want to verify that a page rendered correctly after a user interaction"],"best_for":["Visual regression testing and screenshot comparison workflows","Debugging visual layout and rendering issues","Documentation and reporting of web automation results"],"limitations":["Screenshots are large (typically 100KB-1MB per image) — adds significant data transfer overhead","Base64 encoding increases size by ~33% compared to binary PNG","Full-page screenshots may be very tall (10000+ pixels) for long pages","Cannot compare screenshots for visual differences — requires external image comparison tools"],"requires":["Playwright browser instance with active page","Sufficient memory for image encoding (especially for full-page captures)","MCP client capable of handling large base64-encoded payloads"],"input_types":["text (capture type: 'fullPage', 'viewport', or 'element')","text (optional CSS selector for element-specific captures)"],"output_types":["text (base64-encoded PNG image)","structured JSON (image metadata: dimensions, capture time)"],"categories":["image-visual","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-playwright-mcp-server__cap_6","uri":"capability://automation.workflow.page.navigation.and.url.management","name":"page navigation and url management","description":"Provides tools for navigating to URLs, handling redirects, and managing browser history. Supports goto() with wait conditions (load, domcontentloaded, networkidle), back/forward navigation, and URL retrieval. Implements timeout handling and error reporting for failed navigations, with automatic redirect following.","intents":["I want Claude to navigate to a specific URL and wait for the page to fully load","I need to handle redirects and follow them automatically to the final destination","I want to go back to the previous page or forward in browser history"],"best_for":["Multi-step web workflows requiring sequential page navigation","Web scraping tasks that need to follow links and navigate between pages","Testing workflows that verify navigation behavior"],"limitations":["Navigation timeouts are fixed or configurable but may not account for slow networks","Redirect chains are followed automatically but may timeout on very long chains","History navigation (back/forward) only works within current session — no cross-session history","Cannot navigate to file:// URLs in headed mode on some systems due to security restrictions"],"requires":["Valid URL or relative path","Network connectivity to target URL","Playwright browser instance with active page","Optional: timeout configuration (default typically 30s)"],"input_types":["text (URL or relative path)","text (wait condition: 'load', 'domcontentloaded', 'networkidle')","text (navigation direction: 'back', 'forward')"],"output_types":["text (final URL after redirects)","structured JSON (navigation status, response code, timing)"],"categories":["automation-workflow","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-playwright-mcp-server__cap_7","uri":"capability://automation.workflow.form.submission.and.keyboard.input.handling","name":"form submission and keyboard input handling","description":"Provides tools for filling form fields, submitting forms, and simulating keyboard input (typing, key presses, keyboard shortcuts). Supports both direct field filling (fill()) and character-by-character typing (type()) with optional delays to simulate human input speed. Handles form submission with automatic waiting for navigation or network idle.","intents":["I want Claude to fill out a login form with username and password, then submit it","I need to type text into a search field and press Enter to search","I want to simulate keyboard shortcuts like Ctrl+A or Ctrl+C for copy/paste operations"],"best_for":["Automated login and authentication workflows","Form filling and data entry tasks","Testing keyboard-driven interfaces and shortcuts"],"limitations":["Form field identification requires valid CSS/XPath selectors — fragile to DOM changes","Character-by-character typing (type()) is slower than direct filling (fill()) — adds latency for long inputs","Keyboard shortcuts may not work on all websites due to JavaScript event handling differences","No automatic form validation — cannot detect if form submission failed due to validation errors"],"requires":["Valid CSS/XPath selector for target form field","Form field must be visible and enabled (not disabled or hidden)","Playwright browser instance with active page"],"input_types":["text (CSS/XPath selector for form field)","text (text value to fill or type)","text (keyboard key or shortcut: 'Enter', 'Tab', 'Ctrl+A')"],"output_types":["structured JSON (form submission status, navigation result)","text (error messages if form submission failed)"],"categories":["automation-workflow","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-playwright-mcp-server__cap_8","uri":"capability://automation.workflow.wait.and.synchronization.primitives.for.dynamic.content","name":"wait and synchronization primitives for dynamic content","description":"Provides tools for waiting on page state changes, element visibility, network activity, and custom conditions. Supports waitForSelector(), waitForNavigation(), waitForFunction(), and waitForLoadState() with configurable timeouts. Enables reliable automation of pages with dynamic content loading, AJAX requests, and asynchronous rendering.","intents":["I want Claude to wait for a loading spinner to disappear before proceeding","I need to wait for a specific element to appear on the page after a user action","I want to wait for network activity to complete before extracting data from a dynamically-loaded page"],"best_for":["Web automation on modern single-page applications (SPAs) with dynamic content","Workflows requiring synchronization with asynchronous page updates","Reliable automation of pages with variable load times"],"limitations":["Timeout values must be tuned per page — no universal timeout works for all sites","waitForFunction() requires valid JavaScript code — complex conditions are error-prone","Network idle detection may be unreliable on pages with continuous background requests","Waiting adds latency — each wait can add 100ms-5s depending on condition"],"requires":["Valid CSS selector (for waitForSelector) or JavaScript code (for waitForFunction)","Configurable timeout value (default typically 30s)","Playwright browser instance with active page"],"input_types":["text (wait type: 'selector', 'navigation', 'function', 'loadState')","text (CSS selector or JavaScript code for custom conditions)","number (timeout in milliseconds)"],"output_types":["structured JSON (wait success/timeout status, actual wait time)","text (error messages if wait timed out)"],"categories":["automation-workflow","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-playwright-mcp-server__cap_9","uri":"capability://automation.workflow.cookie.and.local.storage.management","name":"cookie and local storage management","description":"Provides tools for reading, setting, and clearing cookies and local storage values. Supports cookie operations (get, set, delete, clear all) with domain/path/expiration control, and localStorage/sessionStorage manipulation via JavaScript evaluation. Enables session persistence and state management across page navigations.","intents":["I want Claude to set authentication cookies to maintain a logged-in session","I need to read stored user preferences from localStorage and use them in automation","I want to clear all cookies and storage to start with a clean session state"],"best_for":["Workflows requiring session persistence across multiple pages","Testing authentication and session management","Automation of sites that rely on client-side state storage"],"limitations":["Cookies are domain-specific — cannot set cookies for arbitrary domains due to browser security","localStorage is origin-specific — cannot access storage from different domains","Cookie/storage changes are not persisted across server restarts unless explicitly saved","Some sites use additional security mechanisms (CSRF tokens, signed cookies) that simple cookie setting cannot bypass"],"requires":["Valid domain for cookie operations (must match page origin)","Playwright browser context with active page","Optional: cookie/storage export/import for persistence"],"input_types":["text (operation: 'get', 'set', 'delete', 'clear')","text (cookie name or storage key)","text (cookie value or storage value)","structured JSON (cookie options: domain, path, expiration)"],"output_types":["structured JSON (cookie/storage values, operation status)","text (error messages if operation failed)"],"categories":["automation-workflow","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":46,"verified":false,"data_access_risk":"high","permissions":["Node.js 16+ or Python 3.8+ (depending on implementation)","Playwright browser binaries installed (Chromium, Firefox, or WebKit)","MCP-compatible client (Claude, or custom MCP client implementation)","Network connectivity for MCP transport (stdio or HTTP)","Playwright browser binaries with GUI support (for headed mode)","Display server or GUI environment (for headed mode on Linux)","MCP server configuration or client parameter support for mode selection","Playwright browser instance with active page","Valid route patterns (URL glob or regex) for request interception","Optional: mock response data in JSON or binary format"],"failure_modes":["Limited to Playwright's supported browsers (Chromium, Firefox, WebKit) — no Safari or IE support","No built-in session persistence across server restarts — browser state is ephemeral unless explicitly managed","MCP protocol overhead adds latency compared to direct Playwright library calls","Requires MCP client implementation — not usable with standard REST API clients","Headed mode requires display server (X11, Wayland, or macOS/Windows GUI) — not available in containerized headless environments","Headed mode consumes significantly more system resources (memory, CPU) than headless","Mode switching requires browser restart — cannot toggle mid-session without closing and reopening the browser","Route interception adds latency (~10-50ms per request) due to interception overhead","Complex response mocking requires understanding of request/response format","Event listeners are session-specific — must be re-registered for new pages/contexts","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.05,"quality":0.34,"ecosystem":0.39999999999999997,"match_graph":0.25,"freshness":0.52,"weights":{"adoption":0.25,"quality":0.25,"ecosystem":0.15,"match_graph":0.23,"freshness":0.12}},"observed_outcomes":{"matches":0,"success_rate":0,"avg_confidence":0,"top_intents":[],"last_matched_at":null},"maintenance":{"status":"active","updated_at":"2026-06-17T09:51:04.047Z","last_scraped_at":"2026-05-03T14:00:15.503Z","last_commit":null},"community":{"stars":null,"forks":null,"weekly_downloads":null,"model_downloads":null,"model_likes":null}},"distribution":{"claim_url":"https://unfragile.ai/submit?claim=playwright-mcp-server","compare_url":"https://unfragile.ai/compare?artifact=playwright-mcp-server"}},"signature":"1M1rWEbt9sBCpZhSjCLt1HF7Poqf8MXPvFpqFFOquxE91zCthOcwwBrEztE3w1LuMo5gyp1HHSMy9OSABd9FAQ==","signedAt":"2026-06-23T14:41:19.125Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/playwright-mcp-server","artifact":"https://unfragile.ai/playwright-mcp-server","verify":"https://unfragile.ai/api/v1/verify?slug=playwright-mcp-server","publicKey":"https://unfragile.ai/api/v1/trust-passport-public-key","spec":"https://unfragile.ai/trust","schema":"https://unfragile.ai/schema.json","docs":"https://unfragile.ai/docs"}}