Leaderboard
Scored on public signals; components with none are listed as Unranked · Formula
Component
Domain
Vertical
| Rank | Score | Component | Description | Evidence | Last commit | Install |
|---|---|---|---|---|---|---|
| 701 | 22.557 | hotelzeromcp · browser | MCP server that searches hotels on Booking.com with 80+ filter options using Playwright browser automation. | 1 star | No one-command install · Source | |
| 701 | 22.557 | chromecpmcp · browser | A standalone MCP server for Chrome automation with multi-session support, enabling browser control and page interaction through MCP clients. | 1 star | No one-command install · Source | |
| 701 | 22.557 | appstore-screenshot-mcpmcp · browser | Automates App Store screenshot capture from iOS Simulator, optimized for 2026 requirements with iPhone 6.9" and iPad 13" buckets. | 1 star | No one-command install · Source | |
| 701 | 22.557 | skumarthecoder-appium-mobile-automationmcp · browser | Enables mobile app automation through Appium integration, controlling Android and iOS devices with natural language commands for tapping, typing… | 1 star | No one-command install · Source | |
| 701 | 22.557 | wjj9868-e2e-playwrightmcp · browser | Automates Playwright test generation and execution for web applications, providing project initialization, intelligent test script creation, and… | 1 star | No one-command install · Source | |
| 701 | 22.557 | arc-mcpmcp · browser | Enables semantic browser automation for the Arc browser, allowing users to perform web tasks like searching, shopping, and data extraction through… | 1 star | No one-command install · Source | |
| 701 | 22.557 | andytango-puppeteermcp · browser | Provides browser automation capabilities through Puppeteer, enabling web page interaction, content extraction, screenshot capture, PDF generation, and… | 1 star | No one-command install · Source | |
| 701 | 22.557 | code-alchemist01-development-toolsmcp · browser | Combines code analysis tools like ESLint and security scanners with web scraping capabilities using Cheerio and Playwright for automated code reviews… | 1 star | No one-command install · Source | |
| 701 | 22.557 | narrator-mcpmcp · browser | Captures screenshots, analyzes changes with Gemini, generates humorous narrations with sound effects, and plays them as speech via ElevenLabs… | 1 star | No one-command install · Source | |
| 701 | 22.557 | autopilot-browsermcp · browser | Integrates with Autopilot Browser's workflow automation platform to search for and execute pre-built browser automation workflows with custom inputs… | 1 star | No one-command install · Source | |
| 701 | 22.557 | playwright-mcp-2mcp · browser | Provides browser automation capabilities using Playwright, allowing LLMs to interact with web pages through structured accessibility snapshots without… | 1 star | No one-command install · Source | |
| 701 | 22.557 | vishwajeetdabholkar-markdown-web-extractormcp · browser | Extracts clean markdown content from web pages using headless Chrome browser, filtering out navigation and advertisements while handling… | 1 star | No one-command install · Source | |
| 701 | 22.557 | fayeblade1488-venice-browsermcp · browser | Provides web navigation capabilities through Playwright with support for multiple browsers, persistent session state, and configurable timeouts for… | 1 star | No one-command install · Source | |
| 701 | 22.557 | browseagent-mcpmcp · browser | Enables AI agents to control web browsers through the Model Context Protocol, supporting navigation, clicking, typing, and screenshots. | 1 star | No one-command install · Source | |
| 701 | 22.557 | mcp-selenium-pythonmcp · browser | Enables LLMs to automate browser tasks (navigation, clicks, text input) via Selenium through the Model Context Protocol. | 1 star | No one-command install · Source | |
| 701 | 22.557 | brightdata-herokumcp · browser | Integrates with Bright Data's web scraping platform to provide bot detection bypass, browser automation via Playwright, and access to 40+ pre-built… | 1 star | No one-command install · Source | |
| 701 | 22.557 | spider-web-scrapermcp · browser | Provides web scraping capabilities using Puppeteer and Cheerio to search Bing, extract webpage content, and convert pages to Markdown format with… | 1 star | No one-command install · Source | |
| 701 | 22.557 | claude-browsermcp · browser | Browser automation server built with Playwright that provides web interaction capabilities for navigation, content extraction, form filling… | 1 star | No one-command install · Source | |
| 701 | 22.557 | insitemcp · browser | A comprehensive browser automation MCP server using Playwright, offering 50+ tools for page control, element interaction, content extraction, and more… | 1 star | No one-command install · Source | |
| 701 | 22.557 | manishamishraacc-playwrightmcp · browser | Provides browser automation capabilities through Playwright for web interaction, testing, and content extraction across Chromium, Firefox, and WebKit… | 1 star | No one-command install · Source | |
| 701 | 22.557 | desktop-window-screenshot-mcpmcp · browser | Enables taking screenshots of the entire desktop or specific windows, with automatic clipboard integration and support for Windows, macOS, and Linux. | 1 star | No one-command install · Source | |
| 701 | 22.557 | kunihiros-screenshotmcp · browser | Capture website screenshots and save them to a file path specified by the user. | 1 star | No one-command install · Source | |
| 701 | 22.557 | kilicmu-web-content-pickmcp · browser | Extracts structured content from web pages using customizable selectors for crawling, parsing, and analyzing HTML elements without leaving the… | 1 star | No one-command install · Source | |
| 701 | 22.557 | kotelberg-playwright-web-browsermcp · browser | Enables web browsing capabilities through Playwright automation for navigating websites, extracting content, identifying interactive elements, and… | 1 star | No one-command install · Source | |
| 701 | 22.557 | pedrodnt-deepwebresearchmcp · browser | Enables deep web research through parallel multi-query execution, intelligent content extraction, and screenshot capture using TypeScript and… | 1 star | No one-command install · Source | |
| 701 | 22.557 | matthewalexong-neo-visionmcp · browser | Generates spatial DOM maps for AI agent browser navigation with anti-bot stealth capabilities. | 1 star | No commit datelisted | No one-command install · Source |
| 701 | 22.557 | pypen-mcpmcp · browser | Enables LLM-powered browser automation and security testing with features like browser management, network monitoring, DOM manipulation, and captcha… | 1 star | No commit datelisted | No one-command install · Source |
| 701 | 22.557 | twn39-xiaohongshu-rednotemcp · browser | Automates Xiaohongshu (RedNote) interactions through browser automation for searching posts, extracting content, and analyzing trends. | 1 star | No commit datelisted | No one-command install · Source |
| 729 | 1.269 | websim-explorermcp · browser | Discover WebSim projects, creators, and trending content with powerful search and filters. Inspect project details, screenshots, comments, and… | 216 installs | No commit datelisted | No one-command install · Source |
| 730 | Unranked | pipeworx-io-frinkiacmcp · browser | Search for screenshots from The Simpsons, Futurama, and Rick and Morty by episode quote and retrieve matching screencaps and GIF clips. | No signals yet | No one-command install · Source | |
| 731 | Unranked | custom-chrome-dev-mcpmcp · browser | Enables MCP clients to drive your already-open Chrome browser like a human, using 45 tools for navigation, perception, capture, and trusted input that… | No signals yet | No one-command install · Source | |
| 732 | Unranked | desmume-webassembly-harnessmcp · browser | Enables Codex to control a DeSmuME WebAssembly emulator for Nintendo DS games, including state management, screenshots, and persistent scripting via… | No signals yet | No one-command install · Source | |
| 733 | Unranked | mcp-zenmcp · browser | Lets MCP clients control a live Zen/Firefox browser to navigate, click, fill forms, screenshot, and execute JavaScript through a persistent server and… | No signals yet | No one-command install · Source | |
| 734 | Unranked | wcagc-mcpmcp · browser | WCAG-Compliance/wcagc-mcp lets an assistant run real axe-core accessibility scans through the user's own wcagc account, rather than guessing… | No signals yet | No one-command install · Source | |
| 735 | Unranked | projectsmcpmcp · browser | A plugin-based MCP platform providing tools for project file management, Git operations, browser automation, and command execution. | No signals yet | No one-command install · Source | |
| 736 | Unranked | browseragentmcp · browser | MCP server for Puppeteer-based browser automation with a unified observe (a11y snapshot + pixel overlay), diff engine, event layer, and action… | No signals yet | No one-command install · Source | |
| 737 | Unranked | noncelogic-rovemcp · browser | Hosted Playwright browser automation for AI agents that returns accessibility trees instead of screenshots, reducing token consumption by 77%. | No signals yet | No one-command install · Source | |
| 738 | Unranked | qafusionxmcp · browser | An MCP server that guides a sequential QA workflow, requiring initial project and user story inputs, then crawls web apps, generates test cases and… | No signals yet | No one-command install · Source | |
| 739 | Unranked | background-ai-chat-mcp-servermcp · browser | MCP server that drives chat.sakana.ai via headless Chrome with persistent sessions. Enables AI assistants to interact with Sakana AI chat through… | No signals yet | No one-command install · Source | |
| 740 | Unranked | lawyer-mcpmcp · browser | Enables searching Korean court auction cases and personal case information via case numbers using headless browser automation of government websites. | No signals yet | No one-command install · Source | |
| 741 | Unranked | nexus-browser-mcpmcp · browser | A browser-automation MCP server built on Playwright that provides deterministic snapshots via MutationObserver/requestAnimationFrame, HITL governance… | No signals yet | No one-command install · Source | |
| 742 | Unranked | asklear-browser-mcpmcp · browser | A local stdio MCP server that drives your Chrome browser through the Asklear extension, offering six browser tools for navigation, observation… | No signals yet | No one-command install · Source | |
| 743 | Unranked | project-tendrilmcp · browser | Enables AI agents to operate an isolated local Chromium browser through MCP, with semantic snapshots, ref-based actions, search, research, crawling… | No signals yet | No one-command install · Source | |
| 744 | Unranked | webuplink-mcpmcp · browser | Enables AI assistants to browse and interact with websites via WebUplink, providing browser automation tools like browse and close_session. | No signals yet | No one-command install · Source | |
| 745 | Unranked | chromium-sidecarmcp · browser | Enables local AI agents to operate the user's existing browser session via a Manifest V3 extension and native messaging, supporting tabs, DOM… | No signals yet | No one-command install · Source | |
| 746 | Unranked | homes-mcpmcp · browser | Provides real estate data from homes.com via a browser session, enabling property search, details, history, and affordability calculations through… | No signals yet | No one-command install · Source | |
| 747 | Unranked | google-flow-mcpmcp · browser | Enables video generation using Google AI tools (Veo, Nano Banana) via the Model Context Protocol, with browser automation powered by Playwright. | No signals yet | No one-command install · Source | |
| 748 | Unranked | opencode-in-chromemcp · browser | Enables local opencode agents to control a live Chrome browser via MCP tools, including tab management, JavaScript execution, clicking, form filling… | No signals yet | No one-command install · Source | |
| 749 | Unranked | realestate-mcp-2mcp · browser | Enables searching realestate.com.au for for-sale, rental, and sold listings with full property details, using a real Chrome browser to bypass Kasada… | No signals yet | No one-command install · Source | |
| 750 | Unranked | google-jobs-scraper-mcpmcp · browser | Enables AI assistants to search Google Jobs and retrieve structured job listings, including titles, companies, locations, descriptions, and direct… | No signals yet | No one-command install · Source | |
| 751 | Unranked | specularis-ai-visibility-auditmcp · browser | Runs AI visibility (GEO/AEO) audits on websites, checking AI crawler access, schema markup, llms.txt, and content signals, with optional full PDF… | No signals yet | No one-command install · Source | |
| 752 | Unranked | mcp-bot-crawlermcp · browser | Discovers, identifies, and governs bots on your website with MCP tools for scanning, analyzing, and managing bot traffic. | No signals yet | No one-command install · Source | |
| 753 | Unranked | browser-mcp-navigatormcp · browser | Ultra-fast browser automation server over Chrome DevTools Protocol (CDP), exposed as MCP, enabling AI agents to control a real Chrome browser with low… | No signals yet | No one-command install · Source | |
| 754 | Unranked | taxme-mcpmcp · browser | MCP server for the Canton of Bern tax portal TaxMe/BE-Login that reads account statements and tax returns via Playwright browser automation. | No signals yet | No one-command install · Source | |
| 755 | Unranked | looksymcp · browser | Screenshot any URL from the command line with metadata sidecars, accessibility audits, visual regression, performance analysis, and MCP integration… | No signals yet | No one-command install · Source | |
| 756 | Unranked | google-messages-mcpmcp · browser | Enables sending, reading, searching, and managing SMS/RCS messages through Google Messages web interface, requiring a persistent browser session… | No signals yet | No one-command install · Source | |
| 757 | Unranked | codex-android-mcpmcp · browser | Enables Codex to inspect, test, and control Android emulators through adb with strict typed tools, returning screenshots as native MCP images and… | No signals yet | No one-command install · Source | |
| 758 | Unranked | numera-mcpmcp · browser | Enables MCP clients to inspect, read, and write Numera workbooks locally without a browser, supporting .numera.json, .json, .csv, and .xlsx files. | No signals yet | No one-command install · Source | |
| 759 | Unranked | tappmcp · browser | Provides autonomous QA and a deterministic ship/no-ship verdict for iOS and web apps, enabling coding agents to explore, screenshot, and test apps via… | No signals yet | No one-command install · Source | |
| 760 | Unranked | browserview-mcpmcp · browser | MCP server for browserview.io that lets agents create, inspect, share, and destroy disposable cloud Chromium sessions, and connect via CDP using… | No signals yet | No one-command install · Source | |
| 761 | Unranked | browserdmcp · browser | A continuously-recording Chromium daemon exposed over MCP, enabling AI agents to query past network, console, and DOM activity and control a headed… | No signals yet | No one-command install · Source | |
| 762 | Unranked | classby-blog-mcpmcp · browser | Provides tools for creating and editing blog post drafts, attaching images, and automating Naver blog editor filling via Chrome. | No signals yet | No one-command install · Source | |
| 763 | Unranked | firefox-bridgemcp · browser | Enables MCP-capable CLIs to operate real, already-logged-in Firefox tabs via a WebExtension and native messaging, without simulated input. Supports… | No signals yet | No one-command install · Source | |
| 764 | Unranked | boss-cli-mcpmcp · browser | Enables AI assistants to automate Boss直聘 recruitment workflows via local Chrome, including candidate queries, messaging, batch replies, resume… | No signals yet | No one-command install · Source | |
| 765 | Unranked | scirepl-mcpmcp · browser | MCP servers for controlling SciREPL from coding agents and MCP clients, offering an app-connected broker and a Playwright driver for browser… | No signals yet | No one-command install · Source | |
| 766 | Unranked | reapfieldmcp · browser | Extracts structured JSON from any URL using plain-language field specs, with caching and LLM-based selector discovery. Exposes scrape… | No signals yet | No one-command install · Source | |
| 767 | Unranked | easy-ui-mcpmcp · browser | Enables AI agents to drive Playwright-based browser automation for UI testing, returning JSON/HTML reports with screenshots without server-side LLM or… | No signals yet | No one-command install · Source | |
| 768 | Unranked | cuc-literature-mcpmcp · browser | Enables searching Web of Science for CUC SCI papers, downloading PDFs, and syncing results to Tencent Docs through persistent browser automation… | No signals yet | No one-command install · Source | |
| 769 | Unranked | agent-tab-bridgemcp · browser | Enables local AI agents to control Chrome in parallel with isolated tab groups, supporting operations like navigation, clicks, and form filling… | No signals yet | No one-command install · Source | |
| 770 | Unranked | tokens-dsh-browser-usemcp · browser | Enables language models to control a real visible browser with a full set of 24 tools for navigation, clicking, form filling, screenshots, and reading… | No signals yet | No one-command install · Source | |
| 771 | Unranked | browser-use-native-windowsmcp · browser | A Windows-only MCP server for controlling a real browser using native screenshots, Windows accessibility, and node-interception mouse/keyboard input… | No signals yet | No one-command install · Source | |
| 772 | Unranked | mcp-useragentmcp · browser | Parses User-Agent strings to extract browser, OS, device type, and bot flag. Part of Pipeworx, an MCP gateway connecting AI agents to 1163+ live data… | No signals yet | No one-command install · Source | |
| 773 | Unranked | mcp-mdn-searchmcp · browser | Provides tools to search MDN documentation, get page summaries, and retrieve browser compatibility data. | No signals yet | No one-command install · Source | |
| 774 | Unranked | mcp-caniusemcp · browser | Provides browser feature support tables via tools like feature, search, list_browsers, and support, enabling AI agents to query caniuse data. | No signals yet | No one-command install · Source | |
| 775 | Unranked | agentlock-browsermcp · browser | Enables an agent to drive a real browser while enforcing provenance-based gating so URLs and form values must trace to the user or an allowlist, never… | No signals yet | No one-command install · Source | |
| 776 | Unranked | sulus-web-mcpmcp · browser | Enables live-web research by providing stateless browsing, link extraction, and page search capabilities via Playwright, allowing agents to fetch and… | No signals yet | No one-command install · Source | |
| 777 | Unranked | rasterly-mcpmcp · browser | Enables AI agents to read, screenshot, or convert web pages to PDF using a real headless browser, turning any URL into clean Markdown, a visual image… | No signals yet | No one-command install · Source | |
| 778 | Unranked | chrome-tab-remotemcp · browser | MCP server that gives AI agents secure, consent-based access to a single browser tab, supporting read-only snapshots, element interaction with… | No signals yet | No one-command install · Source | |
| 779 | Unranked | naukri-job-scraper-mcpmcp · browser | Enables automated scraping of Naukri.com job listings, extracting structured data such as job titles, companies, salaries, locations, skills, and… | No signals yet | No one-command install · Source | |
| 780 | Unranked | umbra-mcp-servermcp · browser | Enables AI agents to securely control a user's existing signed-in Chrome browser through isolated tab groups, with strict per-session ownership and no… | No signals yet | No one-command install · Source | |
| 781 | Unranked | visual-browser-agentmcp · browser | Enables AI coding agents to see and interact with real Chrome pages through structured DOM inspection, targeted screenshots, recordings, and… | No signals yet | No one-command install · Source | |
| 782 | Unranked | auto-chrome-mcpmcp · browser | An MCP server for controlling Google Chrome through native messaging, featuring forced reconnect, diagnostic tools, and automatic permission… | No signals yet | No one-command install · Source | |
| 783 | Unranked | website-content-crawlermcp · browser | Enables agents to crawl URLs and retrieve page content as fixed-shape structured JSON, including title, markdown, links, word count, and error status. | No signals yet | No one-command install · Source | |
| 784 | Unranked | rct2-agentmcp · browser | Enables an agent to sidecar-manage an OpenRCT2 park while you play: reading park state, adjusting prices, staff, marketing, loans, taking screenshots… | No signals yet | No one-command install · Source | |
| 785 | Unranked | chrome-live-mcpmcp · browser | Connects local stdio MCP servers to an existing Chrome 144+ session, preserving the user's signed-in sessions, cookies, tabs, and extension… | No signals yet | No one-command install · Source | |
| 786 | Unranked | qacitomcp · browser | Autonomous QA platform powered by Claude + Playwright that allows AI to write, run, and fix tests for any project. | No signals yet | No one-command install · Source | |
| 787 | Unranked | web-ui-testermcp · browser | Enables AI agents to rapidly drive and inspect real web pages through persistent browser sessions, using accessibility-tree snapshots and… | No signals yet | No one-command install · Source | |
| 788 | Unranked | claude-usagemcp · browser | Provides Claude plan usage data (session and weekly percentages) as an MCP tool by reading through a logged-in browser, enabling Claude to check its… | No signals yet | No one-command install · Source | |
| 789 | Unranked | chrome-orchestratormcp · browser | Enables AI agents to dynamically provision headless browser environments and connect to them through a unified HTTP/SSE MCP endpoint with persistent… | No signals yet | No one-command install · Source | |
| 790 | Unranked | videre-mcpmcp · browser | Bridges vision models to text-only coding models using Florence-2, enabling non-vision LLMs to describe images, extract text, and analyze screenshots… | No signals yet | No one-command install · Source | |
| 791 | Unranked | pixel-flippersmcp · browser | Enables Claude and other MCP clients to play Pokémon games on emulated Game Boy/GBA or real Switch hardware by exposing tools for button input… | No signals yet | No one-command install · Source | |
| 792 | Unranked | vibelensmcp · browser | Enables AI coding assistants to visually inspect local web pages by providing screenshots, console errors, and sanitized DOM snapshots. | No signals yet | No one-command install · Source | |
| 793 | Unranked | arthurmcp · browser | Enables AI agents to control a headless Chromium browser through a persistent Python REPL, providing navigation, interaction, snapshotting, and media… | No signals yet | No one-command install · Source | |
| 794 | Unranked | wangshenolmcp · browser | Enables AI clients to control a job application assistant that manages resume profiles, recommends SOE-first companies, tracks applications, scans… | No signals yet | No one-command install · Source | |
| 795 | Unranked | crawl-censusmcp · browser | Provides preflight checks and domain intelligence so agents can skip domains that will refuse them or charge a fee, covering robots.txt, edge… | No signals yet | No one-command install · Source | |
| 796 | Unranked | netpascal-mcp-toolsmcp · browser | Provides web automation utilities, including taking Camofox browser tab screenshots and saving them directly to local files. | No signals yet | No one-command install · Source | |
| 797 | Unranked | aiwebhelpermcp · browser | Lets an AI share the same live browser tab as a person, receiving the user's Alt+click target and enabling the AI to inspect, click, fill, type… | No signals yet | No one-command install · Source | |
| 798 | Unranked | alloy-mcpmcp · browser | Bonds AI agents to your existing Chrome profile with 73 tools for tabs, DOM, input, screenshots, network, and more, leveraging live sessions and… | No signals yet | No one-command install · Source | |
| 799 | Unranked | securefoxmcpservermcp · browser | Enables secure browser control and automation through MCP, adding domain validation to tab-specific operations while preserving navigation, content… | No signals yet | No one-command install · Source | |
| 800 | Unranked | caido-screenshotmcp · browser | Captures formatted screenshots of Caido Replay request/response pairs by driving the Screenshot Mode plugin via Chrome DevTools Protocol. | No signals yet | No one-command install · Source |
Score colour shows how many signals stand behind it, never how good it is: amber, three or more; dimmer amber, two; grey, one. The Evidence column names them.
Stars, forks and last commit are as GitHub reported them when Armory last read each repository: for most, or later. A repository may have changed since.