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Scored on public signals; components with none are listed as Unranked · Formula

Component
Allmcp 61,707skill 1,132subagent 724rules 461hook 134workflow 62cli 57identity 38
4 More
eval 37memory 36observability 34infra 26
Domain
Allback-end 23,922ai-agents 13,106other 9,354search 4,535database 2,789front-end 2,201observability 1,987auth 1,508
5 More
devops 1,377browser 1,330comms 1,112payments 1,089github-vcs 929
Vertical
Allfinance 4,779ai-infra 3,606security 3,313productivity 2,190marketing 1,395data-analytics 1,204legal 1,129devtools 1,006
4 More
education 574healthcare 489e-commerce 468gaming 396
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Needs the armory CLI · not on npm yet, build it from cli/ in the repository

1,330 results · 65,239 in the catalog
RankScoreComponentDescriptionEvidenceLast commitInstall
70122.557chromium-qrcodemcp · browserGenerates QR codes with circular dot modules and rounded corners in Google Chrome's visual style.1 starNo one-command install · Source
70122.557ykshah1309-stealth-agent-browsermcp · browserStealth Chromium browser automation with hybrid AOM and Set-of-Mark vision for AI agents.1 starNo one-command install · Source
70122.557spectattymcp · browserEnables AI agents to spawn and interact with real terminal sessions, capturing screenshots of rendered TUI output and sharing live sessions for…1 starNo one-command install · Source
70122.557air-sdkmcp · browserCollective intelligence for browser automation agents with resilient selectors and site capability awareness.1 starNo one-command install · Source
70122.557superior-browser-mcpmcp · browserEnables AI-powered browser automation with real profiles, supporting interaction, navigation, form filling, and advanced features like visual overlays…1 starNo one-command install · Source
70122.557gh-gautamk1512-tradingview-morning-briefmcp · browserConnects to TradingView Desktop via Chrome DevTools Protocol for automated watchlist scanning and trading bias analysis.1 starNo one-command install · Source
70122.557dazzlemcp · browserCloud stages for live streaming and AI agents with browser rendering, content sync, and broadcast management.1 starNo one-command install · Source
70122.557electron-dev-bridgemcp · browserMaps Electron app IPC handlers to MCP tools and provides 33 built-in CDP tools for DOM automation, screenshots, interaction, and debugging, enabling…1 starNo one-command install · Source
70122.557markmircea-selenixmcp · browserBridges Claude Desktop to Selenix for browser automation test creation, execution, debugging, and management.1 starNo one-command install · Source
70122.557mcp-snapshot-filtermcp · browserA proxy server that intercepts and filters content-heavy responses from chrome-devtools-mcp, reducing token consumption by 40-60% for browser…1 starNo one-command install · Source
70122.557nstbrowser-playwright-mcpmcp · browserCombines NSTBrowser profile management with Playwright browser automation via CDP, enabling browser automation through NSTBrowser profiles.1 starNo one-command install · Source
70122.557mario-playwright-mcpmcp · browserMCP server for browser automation with AI agents, enabling network payload capture and QA workflows.1 starNo one-command install · Source
70122.557ai-firelab-pinchtabmcp · browserBridges browser automation through PinchTab's accessibility-tree snapshots and element references for web navigation, form filling, clicking…1 starNo one-command install · Source
70122.557pinchtab-mcpmcp · browserMCP server that wraps PinchTab's HTTP API for browser automation, enabling AI agents to control Chrome via actions like navigation, clicking, typing…1 starNo one-command install · Source
70122.557hughedward-agent-browsermcp · browserWraps Vercel's agent-browser CLI for Playwright-based browser automation with 44 tools, token-efficient element referencing, and session persistence.1 starNo one-command install · Source
70122.557surya-fireworkhq-seleniummcp · browserProvides browser automation capabilities including navigation, element interaction, form filling, file uploads, and screenshot capture using Selenium…1 starNo one-command install · Source
70122.557tkoyama010-screenstreammcp · browserCaptures screenshots from ScreenStream Android screen mirroring app via MJPEG feed for visual analysis.1 starNo one-command install · Source
70122.557krngd2-monkeymcp · browserBridges AI coding agents to Chrome browser tabs via WebSocket, enabling custom JavaScript execution in authenticated sessions for scraping, testing…1 starNo one-command install · Source
70122.557hotelzeromcp · browserMCP server that searches hotels on Booking.com with 80+ filter options using Playwright browser automation.1 starNo one-command install · Source
70122.557chromecpmcp · browserA standalone MCP server for Chrome automation with multi-session support, enabling browser control and page interaction through MCP clients.1 starNo one-command install · Source
70122.557appstore-screenshot-mcpmcp · browserAutomates App Store screenshot capture from iOS Simulator, optimized for 2026 requirements with iPhone 6.9" and iPad 13" buckets.1 starNo one-command install · Source
70122.557skumarthecoder-appium-mobile-automationmcp · browserEnables mobile app automation through Appium integration, controlling Android and iOS devices with natural language commands for tapping, typing…1 starNo one-command install · Source
70122.557wjj9868-e2e-playwrightmcp · browserAutomates Playwright test generation and execution for web applications, providing project initialization, intelligent test script creation, and…1 starNo one-command install · Source
70122.557arc-mcpmcp · browserEnables semantic browser automation for the Arc browser, allowing users to perform web tasks like searching, shopping, and data extraction through…1 starNo one-command install · Source
70122.557andytango-puppeteermcp · browserProvides browser automation capabilities through Puppeteer, enabling web page interaction, content extraction, screenshot capture, PDF generation, and…1 starNo one-command install · Source
70122.557code-alchemist01-development-toolsmcp · browserCombines code analysis tools like ESLint and security scanners with web scraping capabilities using Cheerio and Playwright for automated code reviews…1 starNo one-command install · Source
70122.557narrator-mcpmcp · browserCaptures screenshots, analyzes changes with Gemini, generates humorous narrations with sound effects, and plays them as speech via ElevenLabs…1 starNo one-command install · Source
70122.557autopilot-browsermcp · browserIntegrates with Autopilot Browser's workflow automation platform to search for and execute pre-built browser automation workflows with custom inputs…1 starNo one-command install · Source
70122.557playwright-mcp-2mcp · browserProvides browser automation capabilities using Playwright, allowing LLMs to interact with web pages through structured accessibility snapshots without…1 starNo one-command install · Source
70122.557vishwajeetdabholkar-markdown-web-extractormcp · browserExtracts clean markdown content from web pages using headless Chrome browser, filtering out navigation and advertisements while handling…1 starNo one-command install · Source
70122.557fayeblade1488-venice-browsermcp · browserProvides web navigation capabilities through Playwright with support for multiple browsers, persistent session state, and configurable timeouts for…1 starNo one-command install · Source
70122.557browseagent-mcpmcp · browserEnables AI agents to control web browsers through the Model Context Protocol, supporting navigation, clicking, typing, and screenshots.1 starNo one-command install · Source
70122.557mcp-selenium-pythonmcp · browserEnables LLMs to automate browser tasks (navigation, clicks, text input) via Selenium through the Model Context Protocol.1 starNo one-command install · Source
70122.557brightdata-herokumcp · browserIntegrates with Bright Data's web scraping platform to provide bot detection bypass, browser automation via Playwright, and access to 40+ pre-built…1 starNo one-command install · Source
70122.557spider-web-scrapermcp · browserProvides web scraping capabilities using Puppeteer and Cheerio to search Bing, extract webpage content, and convert pages to Markdown format with…1 starNo one-command install · Source
70122.557claude-browsermcp · browserBrowser automation server built with Playwright that provides web interaction capabilities for navigation, content extraction, form filling…1 starNo one-command install · Source
70122.557insitemcp · browserA comprehensive browser automation MCP server using Playwright, offering 50+ tools for page control, element interaction, content extraction, and more…1 starNo one-command install · Source
70122.557manishamishraacc-playwrightmcp · browserProvides browser automation capabilities through Playwright for web interaction, testing, and content extraction across Chromium, Firefox, and WebKit…1 starNo one-command install · Source
70122.557desktop-window-screenshot-mcpmcp · browserEnables taking screenshots of the entire desktop or specific windows, with automatic clipboard integration and support for Windows, macOS, and Linux.1 starNo one-command install · Source
70122.557kunihiros-screenshotmcp · browserCapture website screenshots and save them to a file path specified by the user.1 starNo one-command install · Source
70122.557kilicmu-web-content-pickmcp · browserExtracts structured content from web pages using customizable selectors for crawling, parsing, and analyzing HTML elements without leaving the…1 starNo one-command install · Source
70122.557kotelberg-playwright-web-browsermcp · browserEnables web browsing capabilities through Playwright automation for navigating websites, extracting content, identifying interactive elements, and…1 starNo one-command install · Source
70122.557pedrodnt-deepwebresearchmcp · browserEnables deep web research through parallel multi-query execution, intelligent content extraction, and screenshot capture using TypeScript and…1 starNo one-command install · Source
70122.557matthewalexong-neo-visionmcp · browserGenerates spatial DOM maps for AI agent browser navigation with anti-bot stealth capabilities.1 starNo commit datelisted No one-command install · Source
70122.557pypen-mcpmcp · browserEnables LLM-powered browser automation and security testing with features like browser management, network monitoring, DOM manipulation, and captcha…1 starNo commit datelisted No one-command install · Source
70122.557twn39-xiaohongshu-rednotemcp · browserAutomates Xiaohongshu (RedNote) interactions through browser automation for searching posts, extracting content, and analyzing trends.1 starNo commit datelisted No one-command install · Source
7471.269websim-explorermcp · browserDiscover WebSim projects, creators, and trending content with powerful search and filters. Inspect project details, screenshots, comments, and…216 installsNo commit datelisted No one-command install · Source
748Unrankedpipeworx-io-frinkiacmcp · browserSearch for screenshots from The Simpsons, Futurama, and Rick and Morty by episode quote and retrieve matching screencaps and GIF clips.No signals yetNo one-command install · Source
749Unrankedcustom-chrome-dev-mcpmcp · browserEnables 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 yetNo one-command install · Source
750Unrankeddesmume-webassembly-harnessmcp · browserEnables Codex to control a DeSmuME WebAssembly emulator for Nintendo DS games, including state management, screenshots, and persistent scripting via…No signals yetNo one-command install · Source
751Unrankedmcp-zenmcp · browserLets MCP clients control a live Zen/Firefox browser to navigate, click, fill forms, screenshot, and execute JavaScript through a persistent server and…No signals yetNo one-command install · Source
752Unrankedwcagc-mcpmcp · browserWCAG-Compliance/wcagc-mcp lets an assistant run real axe-core accessibility scans through the user's own wcagc account, rather than guessing…No signals yetNo one-command install · Source
753Unrankedprojectsmcpmcp · browserA plugin-based MCP platform providing tools for project file management, Git operations, browser automation, and command execution.No signals yetNo one-command install · Source
754Unrankedbrowseragentmcp · browserMCP server for Puppeteer-based browser automation with a unified observe (a11y snapshot + pixel overlay), diff engine, event layer, and action…No signals yetNo one-command install · Source
755Unrankednoncelogic-rovemcp · browserHosted Playwright browser automation for AI agents that returns accessibility trees instead of screenshots, reducing token consumption by 77%.No signals yetNo one-command install · Source
756Unrankedqafusionxmcp · browserAn 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 yetNo one-command install · Source
757Unrankedbackground-ai-chat-mcp-servermcp · browserMCP server that drives chat.sakana.ai via headless Chrome with persistent sessions. Enables AI assistants to interact with Sakana AI chat through…No signals yetNo one-command install · Source
758Unrankedlawyer-mcpmcp · browserEnables searching Korean court auction cases and personal case information via case numbers using headless browser automation of government websites.No signals yetNo one-command install · Source
759Unrankednexus-browser-mcpmcp · browserA browser-automation MCP server built on Playwright that provides deterministic snapshots via MutationObserver/requestAnimationFrame, HITL governance…No signals yetNo one-command install · Source
760Unrankedasklear-browser-mcpmcp · browserA local stdio MCP server that drives your Chrome browser through the Asklear extension, offering six browser tools for navigation, observation…No signals yetNo one-command install · Source
761Unrankedproject-tendrilmcp · browserEnables AI agents to operate an isolated local Chromium browser through MCP, with semantic snapshots, ref-based actions, search, research, crawling…No signals yetNo one-command install · Source
762Unrankedwebuplink-mcpmcp · browserEnables AI assistants to browse and interact with websites via WebUplink, providing browser automation tools like browse and close_session.No signals yetNo one-command install · Source
763Unrankedchromium-sidecarmcp · browserEnables local AI agents to operate the user's existing browser session via a Manifest V3 extension and native messaging, supporting tabs, DOM…No signals yetNo one-command install · Source
764Unrankedhomes-mcpmcp · browserProvides real estate data from homes.com via a browser session, enabling property search, details, history, and affordability calculations through…No signals yetNo one-command install · Source
765Unrankedgoogle-flow-mcpmcp · browserEnables video generation using Google AI tools (Veo, Nano Banana) via the Model Context Protocol, with browser automation powered by Playwright.No signals yetNo one-command install · Source
766Unrankedopencode-in-chromemcp · browserEnables local opencode agents to control a live Chrome browser via MCP tools, including tab management, JavaScript execution, clicking, form filling…No signals yetNo one-command install · Source
767Unrankedrealestate-mcp-2mcp · browserEnables 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 yetNo one-command install · Source
768Unrankedgoogle-jobs-scraper-mcpmcp · browserEnables AI assistants to search Google Jobs and retrieve structured job listings, including titles, companies, locations, descriptions, and direct…No signals yetNo one-command install · Source
769Unrankedspecularis-ai-visibility-auditmcp · browserRuns AI visibility (GEO/AEO) audits on websites, checking AI crawler access, schema markup, llms.txt, and content signals, with optional full PDF…No signals yetNo one-command install · Source
770Unrankedmcp-bot-crawlermcp · browserDiscovers, identifies, and governs bots on your website with MCP tools for scanning, analyzing, and managing bot traffic.No signals yetNo one-command install · Source
771Unrankedbrowser-mcp-navigatormcp · browserUltra-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 yetNo one-command install · Source
772Unrankedtaxme-mcpmcp · browserMCP server for the Canton of Bern tax portal TaxMe/BE-Login that reads account statements and tax returns via Playwright browser automation.No signals yetNo one-command install · Source
773Unrankedlooksymcp · browserScreenshot any URL from the command line with metadata sidecars, accessibility audits, visual regression, performance analysis, and MCP integration…No signals yetNo one-command install · Source
774Unrankedgoogle-messages-mcpmcp · browserEnables sending, reading, searching, and managing SMS/RCS messages through Google Messages web interface, requiring a persistent browser session…No signals yetNo one-command install · Source
775Unrankedcodex-android-mcpmcp · browserEnables Codex to inspect, test, and control Android emulators through adb with strict typed tools, returning screenshots as native MCP images and…No signals yetNo one-command install · Source
776Unrankednumera-mcpmcp · browserEnables MCP clients to inspect, read, and write Numera workbooks locally without a browser, supporting .numera.json, .json, .csv, and .xlsx files.No signals yetNo one-command install · Source
777Unrankedtappmcp · browserProvides 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 yetNo one-command install · Source
778Unrankedbrowserview-mcpmcp · browserMCP server for browserview.io that lets agents create, inspect, share, and destroy disposable cloud Chromium sessions, and connect via CDP using…No signals yetNo one-command install · Source
779Unrankedbrowserdmcp · browserA continuously-recording Chromium daemon exposed over MCP, enabling AI agents to query past network, console, and DOM activity and control a headed…No signals yetNo one-command install · Source
780Unrankedclassby-blog-mcpmcp · browserProvides tools for creating and editing blog post drafts, attaching images, and automating Naver blog editor filling via Chrome.No signals yetNo one-command install · Source
781Unrankedfirefox-bridgemcp · browserEnables MCP-capable CLIs to operate real, already-logged-in Firefox tabs via a WebExtension and native messaging, without simulated input. Supports…No signals yetNo one-command install · Source
782Unrankedboss-cli-mcpmcp · browserEnables AI assistants to automate Boss直聘 recruitment workflows via local Chrome, including candidate queries, messaging, batch replies, resume…No signals yetNo one-command install · Source
783Unrankedscirepl-mcpmcp · browserMCP servers for controlling SciREPL from coding agents and MCP clients, offering an app-connected broker and a Playwright driver for browser…No signals yetNo one-command install · Source
784Unrankedreapfieldmcp · browserExtracts structured JSON from any URL using plain-language field specs, with caching and LLM-based selector discovery. Exposes scrape…No signals yetNo one-command install · Source
785Unrankedeasy-ui-mcpmcp · browserEnables AI agents to drive Playwright-based browser automation for UI testing, returning JSON/HTML reports with screenshots without server-side LLM or…No signals yetNo one-command install · Source
786Unrankedcuc-literature-mcpmcp · browserEnables searching Web of Science for CUC SCI papers, downloading PDFs, and syncing results to Tencent Docs through persistent browser automation…No signals yetNo one-command install · Source
787Unrankedagent-tab-bridgemcp · browserEnables local AI agents to control Chrome in parallel with isolated tab groups, supporting operations like navigation, clicks, and form filling…No signals yetNo one-command install · Source
788Unrankedtokens-dsh-browser-usemcp · browserEnables 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 yetNo one-command install · Source
789Unrankedbrowser-use-native-windowsmcp · browserA Windows-only MCP server for controlling a real browser using native screenshots, Windows accessibility, and node-interception mouse/keyboard input…No signals yetNo one-command install · Source
790Unrankedmcp-useragentmcp · browserParses 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 yetNo one-command install · Source
791Unrankedmcp-mdn-searchmcp · browserProvides tools to search MDN documentation, get page summaries, and retrieve browser compatibility data.No signals yetNo one-command install · Source
792Unrankedmcp-caniusemcp · browserProvides browser feature support tables via tools like feature, search, list_browsers, and support, enabling AI agents to query caniuse data.No signals yetNo one-command install · Source
793Unrankedagentlock-browsermcp · browserEnables 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 yetNo one-command install · Source
794Unrankedsulus-web-mcpmcp · browserEnables live-web research by providing stateless browsing, link extraction, and page search capabilities via Playwright, allowing agents to fetch and…No signals yetNo one-command install · Source
795Unrankedrasterly-mcpmcp · browserEnables 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 yetNo one-command install · Source
796Unrankedchrome-tab-remotemcp · browserMCP server that gives AI agents secure, consent-based access to a single browser tab, supporting read-only snapshots, element interaction with…No signals yetNo one-command install · Source
797Unrankednaukri-job-scraper-mcpmcp · browserEnables automated scraping of Naukri.com job listings, extracting structured data such as job titles, companies, salaries, locations, skills, and…No signals yetNo one-command install · Source
798Unrankedumbra-mcp-servermcp · browserEnables 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 yetNo one-command install · Source
799Unrankedvisual-browser-agentmcp · browserEnables AI coding agents to see and interact with real Chrome pages through structured DOM inspection, targeted screenshots, recordings, and…No signals yetNo one-command install · Source
800Unrankedauto-chrome-mcpmcp · browserAn MCP server for controlling Google Chrome through native messaging, featuring forced reconnect, diagnostic tools, and automatic permission…No signals yetNo 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.

Leaderboard · Armory