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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

92 results · 65,239 in the catalog
RankScoreComponentDescriptionEvidenceLast commitInstall
199.960chrome-devtoolsmcp · browserProvides direct Chrome browser control through DevTools for web automation, debugging, and performance analysis using accessibility tree snapshots for…52,627 stars · 4,864 forks · 4 mentions · passed install testNo one-command install · Source
296.147firefox-devtools-mcpmcp · browserAutomates Firefox via WebDriver BiDi for browser control, including navigation, screenshot, network capture, and script execution, using natural…386 stars · 55 forksNo one-command install · Source
395.921superpowers-chromemcp · browserEnables direct browser control via Chrome DevTools Protocol, supporting navigation, interaction, content extraction, and screenshots through a single…347 stars · 51 forksNo one-command install · Source
495.648benjaminr-chrome-devtoolsmcp · browserConnects to Chrome's remote debugging interface via WebSocket to enable browser automation, network monitoring, DOM inspection, JavaScript execution…307 stars · 46 forksNo one-command install · Source
594.035openbrowsermcp · browserAI-powered browser automation using CodeAgent and Chrome DevTools Protocol.241 stars · 21 forksNo one-command install · Source
693.674zhizhuodemao-wechat-miniapp-debuggermcp · browserEnables AI assistants to debug WeChat mini-programs via Chrome DevTools Protocol, with breakpoints, network interception, and source analysis.160 stars · 33 forksNo one-command install · Source
791.821wxtsky-byobmcp · browserControl your real Chrome browser through AI using the Chrome DevTools Protocol.132 stars · 16 forksNo one-command install · Source
891.687xuange520-ruishumcp · browserIntercepts and analyzes network traffic using Chrome DevTools Protocol.88 stars · 34 forksNo one-command install · Source
991.572native-devtools-mcpmcp · browserGives AI agents and MCP clients direct control over native desktop apps, Chrome/Electron browsers, and Android devices with screenshots, OCR…128 stars · 15 forksNo one-command install · Source
1090.191douyin-upload-mcp-skillmcp · browserAutomates video and image-text publishing on Douyin's creator platform using Chrome DevTools Protocol, exposed as MCP tools.76 stars · 20 forksNo one-command install · Source
1189.181halilural-electron-desktop-automationmcp · browserAutomates Electron desktop applications through Chrome DevTools Protocol integration, enabling screenshot capture, JavaScript execution, console…71 stars · 15 forksNo one-command install · Source
1286.350lars-hagen-playwright-cdpmcp · browserIntegrates Playwright and Chrome DevTools Protocol to enable advanced web automation, testing, and analysis through browser control and interaction.52 stars · 10 forksNo one-command install · Source
1386.121chrome-browser-controlmcp · browserEnables fine-grained control over Chrome browser instances through the Chrome DevTools Protocol, allowing web navigation, element interaction, text…48 stars · 11 forksNo one-command install · Source
1485.639agent-browsermcp · browserA hardened local browser MCP server that drives your existing Chrome over the DevTools Protocol, providing token-efficient Markdown extraction and…1 star · passed install testNo one-command install · Source
1585.630nicholmikey-chrome-toolsmcp · browserIntegrates with Chrome's DevTools Protocol to enable remote control of browser tabs, including JavaScript execution, screenshot capture, and network…53 stars · 8 forksNo one-command install · Source
1684.598ada20204-antigravity-syncmcp · browserBridges external coding agents to the Antigravity IDE through Chrome DevTools Protocol for cross-environment AI-assisted development.54 stars · 6 forksNo one-command install · Source
1781.672robertheadley-chrome-debugmcp · browserProvides powerful browser control capabilities through Chrome DevTools Protocol and Puppeteer, enabling advanced web automation, scraping, and testing…45 stars · 4 forksNo one-command install · Source
1876.443devinosolutions-chrome-devtoolsmcp · browserControls Chrome via DevTools with a master/copy profile strategy for session isolation and deterministic browser automation.26 stars · 3 forksNo one-command install · Source
1974.422cdp-tools-mcpmcp · browserEnables AI agents to debug code and automate browsers using Chrome DevTools Protocol, supporting breakpoints, variable inspection, and replayable…16 stars · 5 forksNo one-command install · Source
2073.472yeakub108-windsurf-toolsmcp · browserIntegrates with OpenAI's API and Puppeteer to provide screenshot capture, code architecture analysis, and code review capabilities for software…13 stars · 7 forksNo one-command install · Source
2172.722bwb-browsermcp · browserA lightweight 30KB MCP browser automation server that uses raw Chrome DevTools Protocol to enable AI agents to browse the web, take screenshots…15 stars · 4 forksNo one-command install · Source
2272.644harusame64-desktop-touchmcp · browserWindows desktop automation MCP server — screenshots, mouse/keyboard, Windows UI Automation, Chrome DevTools Protocol, and workflow batching across 57…17 stars · 3 forksNo one-command install · Source
2371.949browser-devtools-mcpmcp · browserAn MCP server that provides AI coding assistants with comprehensive browser automation and debugging capabilities using Playwright, including visual…27 forksNo one-command install · Source
2469.750browser-debuggermcp · browserEnables AI agents to automate and debug real Chromium browsers with capabilities like screenshots, video recording, performance analysis, visual…13 stars · 3 forksNo one-command install · Source
2563.694yashpreetbathla-accessibility-bridgemcp · browserExposes browser accessibility trees via Chrome DevTools Protocol for generating test selectors across Playwright, Selenium, Cypress, and WebdriverIO.9 stars · 2 forksNo one-command install · Source
2663.155edge-devtools-mcpmcp · browserEnables control of Microsoft Edge browser via the DevTools protocol, supporting page navigation, screenshots, DOM manipulation, JavaScript execution…11 stars · 1 forkNo one-command install · Source
2762.111tabby-mcpmcp · browserA lightweight MCP server that enables control of the Tabby terminal via Chrome DevTools Protocol, allowing execution of JavaScript, DOM queries, and…7 stars · 3 forksNo one-command install · Source
2859.854chaixueyuan-weapp-agentmcp · browserAutomate and test WeChat Mini Programs via DevTools with navigation, screenshots, element interaction, and DOM inspection.14 starsNo one-command install · Source
2959.029cherchyk-browsermcp · browserLoad authenticated web pages using Chrome DevTools Protocol8 stars · 1 forkNo one-command install · Source
3058.185lcbro-browser-automationmcp · browserProvides browser automation and web scraping through Playwright with Chrome DevTools Protocol support, featuring content extraction, form interaction…6 stars · 2 forksNo one-command install · Source
3157.364gameface-devtools-mcpmcp · browserAn MCP server that lets AI models drive any Coherent Gameface UI over Chrome DevTools Protocol, enabling JavaScript evaluation, screenshots, DOM…5 stars · 3 forksNo one-command install · Source
3249.118dimpagk92-cellarmcp · browserHybrid computer-use runtime. Fuses accessibility tree + Chrome DevTools Protocol + vision into structured context with per-element confidence. 4 MCP…4 stars · 1 forkNo one-command install · Source
3346.654ochen1-chrome-devtools-muxmcp · browserMultiplex multiple MCP clients over a single shared Chrome instance with per-client tab isolation.5 starsNo one-command install · Source
3444.256dsbissett-office-addinmcp · browserControl Microsoft Office add-ins via WebView2 and Chrome DevTools Protocol with excel, page, and addin tools.3 stars · 1 forkNo one-command install · Source
3543.498comet-mcp-servermcp · browserGives Claude a browser that thinks by connecting to Perplexity's Comet browser via Chrome DevTools Protocol, enabling AI-powered web search…2 stars · 2 forksNo one-command install · Source
3643.275chrome-devtools-advanced-mcpmcp · browserEnables AI assistants to control Chrome using real user profiles, providing undetectable automation with over 40 tools for navigation, data…4 starsNo one-command install · Source
3741.082sugatraj-browser-toolsmcp · browserIntegrates with Chrome DevTools to provide browser debugging capabilities including console logs, network requests, screenshots, DOM inspection, and…1 star · 2 forksNo one-command install · Source
3838.412bituq-zendrivermcp · browseralso listed as zendriver-mcpUndetectable browser automation MCP server using Chrome DevTools Protocol with bot detection bypass, token-efficient DOM, and 96+ tools.3 starsNo one-command install · Source
3838.412benkraus-dev-browsermcp · browserBrowser automation through Chrome DevTools Protocol with AI-friendly DOM snapshots, element targeting, and multi-tab management for web testing and…3 starsNo one-command install · Source
4138.066paparazzimcp · browserMCP server that connects to your browser to capture screenshots, inspect console logs, network requests, and more via Chrome DevTools Protocol.2 stars · 1 forkNo one-command install · Source
4235.443mcp-pptrmcp · browserProvides browser automation and DevTools capabilities via Puppeteer, with Docker support for consistent environments.2 forksNo one-command install · Source
4332.223ui-debugger-mcpmcp · browserEnables AI agents to autonomously debug UIs by delegating high-level stories to a small agent that drives browsers or desktop apps and reports…2 starsNo one-command install · Source
4332.223dsbissett-excel-webview2mcp · browseralso listed as excel-webview2-mcpBridge Claude Code to Excel add-ins running in WebView2 via Chrome DevTools Protocol.2 starsNo one-command install · Source
4332.223hayodev-safari-devtoolsmcp · browseralso listed as safari-devtools-mcpControl and debug live Safari browsers on macOS from AI coding agents.2 starsNo one-command install · Source
4332.223nickvasilescu-orgo-chromemcp · browserProvides DOM-level Chrome browser automation for Orgo virtual machines via Chrome DevTools Protocol with 16 tools.2 starsNo one-command install · Source
4922.557live-mcpmcp · browserEnables AI agents to declaratively control web pages using real mouse and keyboard events via Chrome DevTools Protocol, without executing page…1 starNo one-command install · Source
4922.557webloom-enginemcp · browserMCP server giving AI agents 86 tools for browser automation via Chrome DevTools Protocol, including navigation, click/fill ladders, network…1 starNo one-command install · Source
4922.557arc-devtools-mcpmcp · browserMCP server enabling AI agents to control and inspect Chrome/Arc browsers via DevTools, with Arc-specific tab reuse.1 starNo one-command install · Source
4922.557playwright-react-debug-mcpmcp · browserEnables AI-assisted debugging of React applications by providing browser control, DOM inspection, network monitoring, React DevTools, and error…1 starNo one-command install · Source
4922.557chrome-devtools-mcp-forkmcp · browserEnables debugging of web applications by connecting Claude to Chrome's developer tools through MCP, allowing network monitoring, console inspection…1 starNo one-command install · Source
4922.557phantomhandmcp · browserA minimalist browser control engine that allows LLM agents to visually perceive and interact with web pages through the Chrome DevTools Protocol and…1 starNo one-command install · Source
4922.557mcp-firefoxmcp · browserConnects to Firefox's Remote Debugging Protocol over TCP, exposing browser DevTools capabilities (JS evaluation, navigation, screenshots, network…1 starNo one-command install · Source
4922.557monomyth-development-la-forgemcp · browserProvides pixel-perfect visual debugging for CSS development by capturing screenshots, comparing against baselines, detecting visual differences, and…1 starNo one-command install · Source
4922.557mcp-console-hubmcp · browserStreams browser DevTools console, network, storage, and performance data to your IDE's AI agent for real-time debugging and analysis.1 starNo one-command install · Source
4922.557vibebrowser-chrome-devtools-mcpmcp · browserA fork of Chrome DevTools MCP that adds Streamable HTTP transport for multiple AI agents to concurrently control and inspect a live Chrome browser via…1 starNo one-command install · Source
4922.557cdp-mcp-servermcp · browserWraps Chrome DevTools Protocol to provide AI agents with low-level browser debugging tools including breakpoints, stack traces, stepping, network…1 starNo one-command install · Source
4922.557mcp-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
61Unrankedbrowser-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
62Unrankedweb-ui-testermcp · browserEnables AI agents to rapidly drive and inspect real web pages through persistent browser sessions, using accessibility-tree snapshots and…No signals yetNo one-command install · Source
63Unrankedcaido-screenshotmcp · browserCaptures formatted screenshots of Caido Replay request/response pairs by driving the Screenshot Mode plugin via Chrome DevTools Protocol.No signals yetNo one-command install · Source
64Unrankedaxd-browser-mcpmcp · browserA high-performance MCP server for browser automation via Chrome DevTools Protocol, enabling fast, low-cost, and anti-bot web interactions.No signals yetNo one-command install · Source
65Unrankeddevcdpmcp · browserProvides AI assistants with full browser DevTools access for debugging, including console, network, DOM, breakpoints, and step-through debugging, with…No signals yetNo one-command install · Source
66Unrankedbr0ski777-web-scrapermcp · browserExtract clean Markdown from any URL, removing boilerplate for use in RAG pipelines.No signals yetNo one-command install · Source
67Unrankedcdt-smart-snapshotmcp · browserA token-efficient MCP server for Chrome DevTools Protocol that provides smart snapshots, diffing, and screenshot-to-disk tools, reducing token usage…No signals yetNo one-command install · Source
68Unrankednebula-agents-electron-mcpmcp · browserEmbedded MCP server for Electron apps that exposes BrowserWindow surfaces and lets MCP clients drive renderers through Chrome DevTools Protocol.No signals yetNo one-command install · Source
69Unrankedbrave-mcpmcp · browserWraps chrome-devtools-mcp to control Brave/Chrome/Edge browsers with real user profiles, supporting multi-browser management, hot switching, and…No signals yetNo one-command install · Source
70Unrankedchrome-devtools-mcp-wrappermcp · browserA multi-browser wrapper for chrome-devtools-mcp that lets AI agents connect to and switch between multiple Chrome instances at runtime, proxying all…No signals yetNo one-command install · Source
71Unrankedchrome-devtools-mcp-wrapper-2mcp · browserA wrapper around chrome-devtools-mcp that adds dynamic multi-browser routing, allowing connection to and switching between multiple Chrome instances…No signals yetNo one-command install · Source
72Unrankedchromeplaymcpmcp · browserA policy-aware Meta-MCP server that orchestrates Playwright and Chrome DevTools for secure, high-level browser automation with origin whitelists and…No signals yetNo one-command install · Source
73Unrankeddebugtron-mcpmcp · browserMCP server for debugging Electron apps: discover, launch, and control apps via Chrome DevTools Protocol and Node inspector, enabling JavaScript…No signals yetNo one-command install · Source
74Unrankedchrome-remote-debugging-mcpmcp · browserControls a running Chrome/Chromium browser via the Chrome DevTools Protocol, enabling navigation, JavaScript evaluation, tab management, and raw CDP…No signals yetNo one-command install · Source
75Unrankedpbi-webview2mcp · browserEnables AI agents to interact with live Power BI Desktop report canvas via Chrome DevTools Protocol, performing actions like page navigation, clicking…No signals yetNo one-command install · Source
76Unrankedrxjs-spy-mcpmcp · browserEnables AI agents to debug RxJS 7 streams in the browser through Chrome DevTools MCP by tagging observables and querying subscription graphs, live…No signals yetNo one-command install · Source
77Unrankedchrome-console-log-mcp-servermcp · browserCaptures browser console logs via Chrome DevTools Protocol and exposes them to MCP clients over SSE, enabling log retrieval with the getConsoleLogs…No signals yetNo one-command install · Source
78Unrankedchrome-devtools-for-agents-chrome-devtools-mcpmcp · browserLets AI coding assistants control and inspect a live Chrome browser through MCP, enabling reliable automation, debugging, and performance analysis…No signals yetNo one-command install · Source
79Unrankedrenderly-mcpmcp · browserEnables AI agents to capture clean web screenshots and extract main article content from any web page, with automatic removal of cookie banners, ads…No signals yetNo one-command install · Source
80Unrankedchrome-course-mcp-2mcp · browserEnables browsing and collecting course materials from Brightspace through Chrome DevTools Protocol, allowing snapshotting, downloading media, and…No signals yetNo one-command install · Source
81Unrankedchrome-devtools-session-mcpmcp · browserPaid hosted MCP endpoint for AI agent browser DevTools. It exposes structured JSON tools for inspecting page state, reading console errors…No signals yetNo one-command install · Source
82Unrankedchrome-devtools-mcpmcp · browserLets coding agents control and inspect a live Chrome browser via the Model-Context-Protocol, providing advanced browser debugging, performance…No signals yetNo one-command install · Source
83Unrankednimbus21-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
84Unrankedgh-kiwamust-electron-cdp-bridgemcp · browserBridge Chrome DevTools Protocol to MCP for controlling Electron applications.No signals yetNo one-command install · Source
85Unrankedwsl-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
86Unrankedselenium-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
87Unrankeda11ydriver-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
88Unrankedbwb-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
89Unrankedchrome-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
90Unrankedezsinehan-chrome-devtoolsmcp · browserConnects Claude Code to Chrome browser via Chrome DevTools Protocol for web debugging.No signals yetNo commit datelisted No one-command install · Source
91Unrankedios-simulatormcp · browserControl iOS Simulator directly from Claude Code. Launch apps, take screenshots, manage device states, and streamline mobile development workflows.No signals yetNo commit datelisted No one-command install · Source
92Unrankedmcp-cdp-scrapermcp · browserEnables AI agents to scrape web pages, fill forms, take screenshots, and extract structured data via Chrome DevTools Protocol with zero external…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