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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

1,278 results · 65,239 in the catalog
RankScoreComponentDescriptionEvidenceLast commitInstall
1101Unrankedsmartbrowsermcpmcp · browserA Model Context Protocol server for web automation that enables browser control, element interaction, content extraction, and monitoring using…No signals yetNo one-command install · Source
1102Unrankedfetch-crawl-mcpmcp · browserEnables fetching, crawling, and analyzing web pages with 29 tools for SEO audits, content extraction, and more.No signals yetNo one-command install · Source
1103Unrankedjscsatoshi-searxng-browsermcp · browserDocker-based web search and headless browser combining SearXNG with Playwright.No signals yetNo one-command install · Source
1104Unrankedcowork-qa-mcpmcp · browserProvides an LLM with a real Chromium browser to perform web tasks, recording every action into a structured trace for later verification of goal…No signals yetNo one-command install · Source
1105Unrankedinsideos-cowork-qamcp · browserGoal-driven Playwright browser sessions for AI agents with full action traces and automated QA workflows.No signals yetNo one-command install · Source
1106Unrankedbrowser-mcp-cdpmcp · browserDrives your real local Chrome with profile isolation, allowing LLMs to interact with your logged-in sessions without modifying your actual profile.No signals yetNo one-command install · Source
1107Unrankedzhiqi-li-browser-cdpmcp · browserLocal Chrome automation via CDP with profile-snapshot isolation and shared-broker multi-client support.No signals yetNo one-command install · Source
1108Unrankedchaoyinghua680-browsermcp · browserChrome extension bridge for AI access to browser-authenticated web data.No signals yetNo one-command install · Source
1109Unrankedquartzunit-browsegrabmcp · browserToken-efficient browser automation agent using Playwright accessibility tree and markdown extraction.No signals yetNo one-command install · Source
1110Unrankedqutebrowser-mcpmcp · browserMCP server for automating qutebrowser browser via CDP and IPC. Enables tab management, navigation, screenshots, JavaScript execution, and…No signals yetNo one-command install · Source
1111Unrankedcovidence-mcpmcp · browserEnables Claude to screen studies in Covidence by reading the live page and casting votes based on stored criteria, with all browser navigation handled…No signals yetNo one-command install · Source
1112Unrankednimbus21-ai-chrome-devtools-mcpmcp · browserLets AI coding agents control and inspect a live Chrome browser via MCP, providing Chrome DevTools capabilities for automation, debugging, and…No signals yetNo one-command install · Source
1113Unrankedgh-kiwamust-electron-cdp-bridgemcp · browserBridge Chrome DevTools Protocol to MCP for controlling Electron applications.No signals yetNo one-command install · Source
1114Unrankedterryhank-markdown-crawlermcp · browserDetects and recursively downloads markdown files from Docsify documentation sites.No signals yetNo one-command install · Source
1115Unrankedpoojasharmaari-partsmartmcp · browserAutomates PartSmart industrial parts web application using Playwright browser automation.No signals yetNo one-command install · Source
1116Unrankedform-auto-mcpmcp · browserAutomates internal system form submissions by reading data from Excel/CSV or Google Sheets and using Playwright to navigate menus and fill form…No signals yetNo one-command install · Source
1117Unrankedzhandos717-macos-screenshotmcp · browserCapture macOS screen content as fullscreen or region screenshots via native screencapture CLI.No signals yetNo one-command install · Source
1118Unrankedsteel-mcp-servermcp · browserExposes Steel Browser automation over HTTP, providing MCP clients with tools for browser control, page interaction, screenshots, and session…No signals yetNo one-command install · Source
1119Unrankedopenclaw-tools-mcpmcp · browserExposes OpenClaw tools (web search, page fetching, browser automation, PDF analysis, messaging, inter-agent communication, Canvas) as MCP tools for…No signals yetNo one-command install · Source
1120Unrankedkaushik-linkedin-mcpmcp · browserEnables Claude AI to interact with LinkedIn through browser automation, including profile reading, people and job search, company research, post…No signals yetNo one-command install · Source
1121Unrankedmcp-browser-parallelmcp · browserMulti-instance parallel browser MCP server that manages multiple isolated browser instances in a single Chrome process with automatic login state…No signals yetNo one-command install · Source
1122Unrankedmyleshorton-wickmcp · browserBrowser-grade web access that fetches webpages with authentic browser requests and returns clean markdown.No signals yetNo one-command install · Source
1123Unrankedmcp-cache-toolsmcp · browserAnalyzes, generates, simulates, and optimizes caching strategies across HTTP, CDN, and browser layers for AI agents.No signals yetNo one-command install · Source
1124Unrankedqq-bot-sender-mcpmcp · browserEnables sending text, Markdown, images, and files to individual QQ contacts via MCP protocol, suitable for pushing task results, screenshots, or…No signals yetNo one-command install · Source
1125Unrankedocto-mcpmcp · browserControls Octo Browser antidetect profiles and automates browser tasks through natural language, enabling profile lifecycle management, web scraping…No signals yetNo one-command install · Source
1126Unrankedapplitoolsmcp · browserCreate, update, and analyze visual tests using Applitools Eyes with Playwright integration.No signals yetNo one-command install · Source
1127Unrankedplaywright-slim-mcpmcp · browserA proxy MCP server that summarizes Playwright accessibility snapshots using Claude Haiku, reducing context usage for efficient browser automation.No signals yetNo one-command install · Source
1128Unrankedmarkswendsen-code-krogermcp · browserAutomates Kroger grocery shopping through browser automation for product search, cart management, and order placement.No signals yetNo one-command install · Source
1129Unrankedhuman-loop-mcpmcp · browserEnables AI agents to ask human operators questions through polished browser dialogs, supporting text/choice/confirmation inputs and file attachments.No signals yetNo one-command install · Source
1130Unrankedstriderlabs-mcp-poshmarkmcp · browserMCP server for automating Poshmark fashion resale marketplace using Playwright and Browserbase.No signals yetNo one-command install · Source
1131Unrankedstriderlabs-mcp-maxmcp · browserEnables AI agents to interact with Max (HBO Max) streaming service, supporting search, content details, watchlist management, continue watching, and…No signals yetNo one-command install · Source
1132Unrankedbetter-playwright-mcpmcp · browserToken-efficient browser automation MCP server using Playwright, with getOutline and searchSnapshot to save ~95% tokens compared to full snapshots.No signals yetNo one-command install · Source
1133Unrankedalexalexalex222-petamindmcp · browserAgentic coding loop with multi-candidate patch generation, deterministic quality gates, and vision-based UI evaluation using Playwright screenshots.No signals yetNo one-command install · Source
1134Unrankeddeploytest-mcp-servermcp · browserEnables AI agents to run reusable Playwright test fixtures against live deployments, providing structured test results, screenshots, and assertions.No signals yetNo one-command install · Source
1135Unrankedmcp-browser-servermcp · browserA MCP server that gives AI assistants full browser control, enabling navigation, clicking, form filling, and screenshots via any MCP client.No signals yetNo one-command install · Source
1136Unrankedcx-assistant-mcpmcp · browserEnables querying Cisco CX Assistant (production and stage) directly from Cursor using natural language, with browser-based authentication via Google…No signals yetNo one-command install · Source
1137Unrankedwsl-chrome-mcp-bridgemcp · browserA bridge to launch Chrome on Windows from WSL2 and proxy Chrome DevTools MCP tools. It enables browser automation via Claude Code in WSL2 by managing…No signals yetNo one-command install · Source
1138Unrankedchromium-mcpmcp · browserMCP server for web fetching and automation using Chromium headless browser. Enables fetching pages as markdown, taking screenshots, automating…No signals yetNo one-command install · Source
1139Unrankedeffective-potatomcp · browserProvides a sandboxed Ubuntu 24.04 container for secure command execution, with tools for git operations, background tasks, and GUI automation…No signals yetNo one-command install · Source
1140Unrankedcloudflare-playwright-mcp-workermcp · browserEnables AI assistants to control a browser for web automation tasks like navigation, typing, clicking, and taking screenshots, with optional API key…No signals yetNo one-command install · Source
1141Unrankedbrowser-streammcp · browserCollapses browser act-then-observe into single tool calls, returning immediate consequences like DOM changes, layout shifts, and network activity to…No signals yetNo one-command install · Source
1142Unrankedclaude-dj-mcpmcp · browserEnables Claude to act as an autonomous radio DJ, generating live-coded music with Strudel, making text-to-speech announcements, and responding to…No signals yetNo one-command install · Source
1143Unrankedcloudflare-playwright-mcpmcp · browserEnables AI assistants to control a browser through a set of tools, allowing them to perform web automation tasks like navigation, typing, clicking…No signals yetNo one-command install · Source
1144Unrankedwebscraper-mcp-servermcp · browserAn MCP server for advanced web scraping with automatic JavaScript rendering support using Playwright. It enables scraping pages, extracting links and…No signals yetNo one-command install · Source
1145Unrankedservo-mcpmcp · browserEnables AI agents to see and control your desktop with tools for screenshots, clicks, typing, and more, all locally on macOS and Windows.No signals yetNo one-command install · Source
1146Unrankedchromium-sync-mcpmcp · browserEnables access to browser data (tabs, history, bookmarks) from Chromium-based browsers including Chrome, Brave, and Chromium, directly from local…No signals yetNo one-command install · Source
1147Unrankedhj1003862396-draw-flowmcp · browserGenerates and edits draw.io diagrams with real-time browser preview and version history.No signals yetNo one-command install · Source
1148Unrankedgooglebot-simulator-mcpmcp · browserSimulates Googlebot crawling to verify bot detection and analytics tracking by capturing events and providing detailed reports.No signals yetNo one-command install · Source
1149Unrankedvision-inputmcp · browserEnables AI to capture screenshots and control mouse and keyboard for automated desktop interaction.No signals yetNo one-command install · Source
1150Unrankedbach-walmart-scraper4mcp · browserEnables scraping Walmart product data, including product details, top products by category, and monitoring scraping tasks.No signals yetNo one-command install · Source
1151Unrankedtradingview-chart-mcpmcp · browserEnables fetching TradingView chart images by ticker and interval with browser pooling for high concurrency.No signals yetNo one-command install · Source
1152Unrankedbrowser-console-mcp-toolsmcp · browserCaptures browser console messages (log, warn, error, etc.) and makes them available to AI language models like Claude Code and Gemini CLI for seamless…No signals yetNo one-command install · Source
1153Unrankedpuppeteer-real-browser-mcp-servermcp · browserProvides AI assistants with powerful, detection-resistant browser automation capabilities, allowing them to control a real web browser to navigate…No signals yetNo one-command install · Source
1154Unrankeddocs-scrapermcp · browserEnables scraping and searching documentation websites using semantic or keyword search, with support for multiple deployment modes.No signals yetNo one-command install · Source
1155Unrankedselenium-recorder-mcpmcp · browserRecords browser interactions (clicks, DOM mutations, console logs, JS errors) via Chrome DevTools Protocol while you manually navigate, and provides…No signals yetNo one-command install · Source
1156Unrankedcloudflare-playwright-mcp-3mcp · browserEnables AI assistants to control a browser for web automation tasks like navigation, typing, clicking, and taking screenshots.No signals yetNo one-command install · Source
1157Unrankedscraper-maintenance-mcpmcp · browserMCP server for automating web scraper maintenance via browser inspection, selector generation, and code updates.No signals yetNo one-command install · Source
1158Unrankedlegacy-web-mcpmcp · browserAutomatically crawl and analyze legacy web applications to generate documentation and modernization plans.No signals yetNo one-command install · Source
1159Unrankedcloudflare-playwright-mcp-servermcp · browserEnables AI assistants to control a browser for web automation tasks, including navigation, typing, clicking, and taking screenshots, deployable to…No signals yetNo one-command install · Source
1160Unrankedbrowser-agent-mcp-servermcp · browserProvides browser automation capabilities through Claude Desktop and other MCP clients, enabling navigation, screenshot capture, content extraction…No signals yetNo one-command install · Source
1161Unrankeda2a-docu-scrapermcp · browserScript that scrapes Google's A2A protocol documentationNo signals yetNo one-command install · Source
1162Unrankedhalityurttas-cimri-price-investigatormcp · browserScrapes real-time product pricing data from Cimri.com, a Turkish price comparison website, enabling users to find current market rates without leaving…No signals yetNo one-command install · Source
1163Unrankedagentdeskai-browser-tools123mcp · browserProvides a bridge between web browsers and assistants through a Chrome extension, enabling real-time access to console logs, network requests…No signals yetNo one-command install · Source
1164Unrankedmike-pete-starbucksmcp · browserProvides programmatic access to Starbucks menu and ordering data by leveraging Playwright for web interactions, Zod for type validation, and the MCP…No signals yetNo one-command install · Source
1165Unrankeddevalexandre-pyppeteer-browser-automationmcp · browserEnables AI assistants to control headless browsers for web automation tasks including navigation, screenshot capture, element interaction, and dynamic…No signals yetNo one-command install · Source
1166Unrankedjevy-webresearchmcp · browserEnables web browsing capabilities through a Playwright-powered browser with tools for Google searching, visiting webpages, and capturing screenshots…No signals yetNo one-command install · Source
1167Unrankedbrowserbase-browser-automationmcp · browserProvides browser automation through dual servers: Browserbase for direct browser control and Stagehand for natural language-driven workflows, enabling…No signals yetNo one-command install · Source
1168Unrankeda11ydriver-mcpmcp · browserMCP server that enables AI agents to control Chrome via DevTools CDP and accessibility trees, providing 21 tools for browser automation including tab…No signals yetNo commit datelisted No one-command install · Source
1169Unrankedableton-mcp-extendedmcp · browserEnables natural language control of Ableton Live through Claude, including session management, track and clip creation, device parameter adjustment…No signals yetNo commit datelisted No one-command install · Source
1170Unrankedadextractmcp · browserAd libraries are public but fragmented. Every platform is a silo - different UI, different filters, different quirks. If you want to see what…No signals yetNo commit datelisted No one-command install · Source
1171Unrankedagent-infra-mcp-server-browsermcp · browserBrowser automation capabilities using Puppeteer, both support local and remote browser connection.No signals yetNo commit datelisted No one-command install · Source
1172Unrankedaiqarambamcp · browserBrowser-based QA testing for AI-built software using real browsers.No signals yetNo commit datelisted No one-command install · Source
1173Unrankedalmoutmag-1-1mcp · browserEnables cloud AI agents to securely connect to a local Windows machine and execute tools such as system info, file operations, browser automation, and…No signals yetNo commit datelisted No one-command install · Source
1174Unrankedanthropic-chrome-applescriptmcp · browserControl Chrome browser through AppleScript automation on macOSNo signals yetNo commit datelisted No one-command install · Source
1175Unrankedantidetect-browser-mcpmcp · browserMCP server for remotely controlling BitBrowser antidetect profiles via Playwright with built-in behavioral stealth, enabling automated browser tasks…No signals yetNo commit datelisted No one-command install · Source
1176Unrankedautomatalabs-playwright-servermcp · browserA Model Context Protocol server that provides browser automation capabilities using PlaywrightNo signals yetNo commit datelisted No one-command install · Source
1177Unrankedbgsuyu-prts-gaming-crawlermcp · browserProvides agent messaging and web crawling capabilities for PRTS gaming platform data extraction using Puppeteer browser automation and Cheerio HTML…No signals yetNo commit datelisted No one-command install · Source
1178Unrankedblackmount-mcpmcp · browserEnables AI assistants to access and search local browser history, bookmarks, open tabs, and downloads for personalized context.No signals yetNo commit datelisted No one-command install · Source
1179Unrankedbookmarks-mcpmcp · browserEnables AI assistants to search, browse, add, and delete Chrome and Edge bookmarks through the MCP protocol, using a local FastMCP server that…No signals yetNo commit datelisted No one-command install · Source
1180Unrankedbronommcp · browserExposes a persistent, visible multi-tab Electron browser to AI clients through MCP, enabling tab management, navigation, interaction, screenshots, and…No signals yetNo commit datelisted No one-command install · Source
1181Unrankedbrowser-control-mcpmcp · browserListed on mcp.so; Armory has only its name so far.No signals yetNo commit datelisted No one-command install · Source
1182Unrankedbrowser-mcp-agent360dkmcp · browserListed on mcp.so; Armory has only its name so far.No signals yetNo commit datelisted No one-command install · Source
1183Unrankedbrowser-optimizer-mcpmcp · browserOptimizes browser automation for AI agents by reducing token usage and latency through smart element extraction and caching.No signals yetNo commit datelisted No one-command install · Source
1184Unrankedbrowser-proofmcp · browserEvidence-backed web verification for agents with deterministic JSON, text evidence, and screenshots.No signals yetNo commit datelisted No one-command install · Source
1185Unrankedbrowser-research-mcpmcp · browserBrowser-based research MCP server that drives a real Chromium browser via patched Playwright to access JavaScript-rendered content, dynamic tables…No signals yetNo commit datelisted No one-command install · Source
1186Unrankedbrowser-use-mcp-clientmcp · browserListed on mcp.so; Armory has only its name so far.No signals yetNo commit datelisted No one-command install · Source
1187Unrankedbrowseractmcp · browserBrowserAct cloud browser automation for structured data extraction from Amazon, YouTube, Google Maps, Google News, Reddit, WeChat, Zhihu and moreNo signals yetNo commit datelisted No one-command install · Source
1188Unrankedbrowserbasemcp · browserThis server provides cloud browser automation capabilities using Browserbase and Stagehand. It enables LLMs to interact with web pages, take…No signals yetNo commit datelisted No one-command install · Source
1189Unrankedbrowsermcpmcp · browserWith Browser MCP, you can use MCP to automate your browser so that AI applications can navigate the web, fill out forms, and more.No signals yetNo commit datelisted No one-command install · Source
1190Unrankedbrowserousmcp · browserCloud browsers for web automation and agent tasksNo signals yetNo commit datelisted No one-command install · Source
1191Unrankedbwb-browser-termuxmcp · browserA lightweight browser automation MCP server using raw Chrome DevTools Protocol, enabling web navigation, screenshots, and DOM interaction without…No signals yetNo commit datelisted No one-command install · Source
1192Unrankedbytedance-searchmcp · browserWeb search with multiple search engines and browser automationNo signals yetNo commit datelisted No one-command install · Source
1193Unrankedcamoufox-canary-mcpmcp · browserProvides isolated Camoufox browser sessions via MCP, allowing Playwright to connect through a single published port. Designed for small trusted…No signals yetNo commit datelisted No one-command install · Source
1194Unrankedcep-mcp-servermcp · browserEnables AI agents to inspect and configure Chrome Enterprise Premium environments, including DLP rules, content detectors, connector policies, browser…No signals yetNo commit datelisted No one-command install · Source
1195Unrankedchrome-control-mcpmcp · browserListed on mcp.so; Armory has only its name so far.No signals yetNo commit datelisted No one-command install · Source
1196Unrankedchrome-debug-mcpmcp · browserListed on mcp.so; Armory has only its name so far.No signals yetNo commit datelisted No one-command install · Source
1197Unrankedchrome-devtools-mcp-2mcp · browserMCP server that lets coding agents control and inspect live Chrome browsers, providing full Chrome DevTools capabilities for automation, debugging…No signals yetNo commit datelisted No one-command install · Source
1198Unrankedchrome-dom-mcpmcp · browserEnables real-time browser control and DOM interaction through a Chrome extension bridge, supporting navigation, snapshots, clicks, screenshots, and…No signals yetNo commit datelisted No one-command install · Source
1199Unrankedchrome-extension-bridge-mcpmcp · browserListed on mcp.so; Armory has only its name so far.No signals yetNo commit datelisted No one-command install · Source
1200Unrankedchrome-mcp-control-centermcp · browserEnables safe automation of Chrome browser through a local MCP server and Chrome extension, allowing LLMs to control browser tabs, pages, and…No signals yetNo commit datelisted 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.

Leaderboard · Armory