Leaderboard
Scored on public signals; components with none are listed as Unranked · Formula
Component
Domain
Vertical
| Rank | Score | Component | Description | Evidence | Last commit | Install |
|---|---|---|---|---|---|---|
| 1201 | Unranked | browser-control-mcpmcp · browser | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source |
| 1202 | Unranked | browser-extension-builderskill · browser | Expert in building browser extensions that solve real problems - Chrome, Firefox, and cross-browser extensions. Covers extension architecture… | No signals yet | No commit datelisted | armory install browser-extension-builder --cli claude |
| 1203 | Unranked | browser-mcp-agent360dkmcp · browser | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source |
| 1204 | Unranked | browser-optimizer-mcpmcp · browser | Optimizes browser automation for AI agents by reducing token usage and latency through smart element extraction and caching. | No signals yet | No commit datelisted | No one-command install · Source |
| 1205 | Unranked | browser-proofmcp · browser | Evidence-backed web verification for agents with deterministic JSON, text evidence, and screenshots. | No signals yet | No commit datelisted | No one-command install · Source |
| 1206 | Unranked | browser-research-mcpmcp · browser | Browser-based research MCP server that drives a real Chromium browser via patched Playwright to access JavaScript-rendered content, dynamic tables… | No signals yet | No commit datelisted | No one-command install · Source |
| 1207 | Unranked | browser-use-demoworkflow · browser | Browser Automation Demo with Claude. A complete reference implementation for building browser automation with Claude using Playwright. This demo… | No signals yet | No commit datelisted | armory install browser-use-demo --cli claude |
| 1208 | Unranked | browser-use-mcp-clientmcp · browser | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source |
| 1209 | Unranked | browseractmcp · browser | BrowserAct cloud browser automation for structured data extraction from Amazon, YouTube, Google Maps, Google News, Reddit, WeChat, Zhihu and more | No signals yet | No commit datelisted | No one-command install · Source |
| 1210 | Unranked | browserbasemcp · browser | This server provides cloud browser automation capabilities using Browserbase and Stagehand. It enables LLMs to interact with web pages, take… | No signals yet | No commit datelisted | No one-command install · Source |
| 1211 | Unranked | browsermcpmcp · browser | With 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 yet | No commit datelisted | No one-command install · Source |
| 1212 | Unranked | browserousmcp · browser | Cloud browsers for web automation and agent tasks | No signals yet | No commit datelisted | No one-command install · Source |
| 1213 | Unranked | bwb-browser-termuxmcp · browser | A lightweight browser automation MCP server using raw Chrome DevTools Protocol, enabling web navigation, screenshots, and DOM interaction without… | No signals yet | No commit datelisted | No one-command install · Source |
| 1214 | Unranked | bytedance-searchmcp · browser | Web search with multiple search engines and browser automation | No signals yet | No commit datelisted | No one-command install · Source |
| 1215 | Unranked | camoufox-canary-mcpmcp · browser | Provides isolated Camoufox browser sessions via MCP, allowing Playwright to connect through a single published port. Designed for small trusted… | No signals yet | No commit datelisted | No one-command install · Source |
| 1216 | Unranked | cep-mcp-servermcp · browser | Enables AI agents to inspect and configure Chrome Enterprise Premium environments, including DLP rules, content detectors, connector policies, browser… | No signals yet | No commit datelisted | No one-command install · Source |
| 1217 | Unranked | cf-crawlskill · browser | Crawl entire websites using Cloudflare Browser Rendering /crawl API. Initiates async crawl jobs, polls for completion, and saves results as markdown… | No signals yet | No commit datelisted | armory install cf-crawl --cli claude |
| 1218 | Unranked | chrome-control-mcpmcp · browser | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source |
| 1219 | Unranked | chrome-debug-mcpmcp · browser | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source |
| 1220 | Unranked | chrome-devtools-mcp-2mcp · browser | MCP server that lets coding agents control and inspect live Chrome browsers, providing full Chrome DevTools capabilities for automation, debugging… | No signals yet | No commit datelisted | No one-command install · Source |
| 1221 | Unranked | chrome-dom-mcpmcp · browser | Enables real-time browser control and DOM interaction through a Chrome extension bridge, supporting navigation, snapshots, clicks, screenshots, and… | No signals yet | No commit datelisted | No one-command install · Source |
| 1222 | Unranked | chrome-extension-bridge-mcpmcp · browser | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source |
| 1223 | Unranked | chrome-extension-dev-js-typescript-cursorrules-prorules · browser | Cursor rules for VSCode extension development with Electron and TypeScript integration. | No signals yet | No commit datelisted | armory install chrome-extension-dev-js-typescript-cursorrules-pro --cli claude |
| 1224 | Unranked | chrome-extension-developerskill · browser | Expert in building Chrome Extensions using Manifest V3. Covers background scripts, service workers, content scripts, and cross-context communication. | No signals yet | No commit datelisted | armory install chrome-extension-developer --cli claude |
| 1225 | Unranked | chrome-mcp-control-centermcp · browser | Enables safe automation of Chrome browser through a local MCP server and Chrome extension, allowing LLMs to control browser tabs, pages, and… | No signals yet | No commit datelisted | No one-command install · Source |
| 1226 | Unranked | claude-chromemcp · browser | Enables browser automation via Chrome, allowing navigation, clicking, typing, screenshotting, and replayable flows for web tasks. | No signals yet | No commit datelisted | No one-command install · Source |
| 1227 | Unranked | cleanup-cacheworkflow · browser | Clean system caches (npm, Homebrew, Yarn, browsers, Python/ML) to free disk space | No signals yet | No commit datelisted | armory install cleanup-cache --cli claude |
| 1228 | Unranked | cloudflare-browser-rendering-mcpmcp · browser | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source |
| 1229 | Unranked | co-browser-a2a-gomcp · browser | Free your agents - a Go implementation of the A2A protocol from Google | No signals yet | No commit datelisted | No one-command install · Source |
| 1230 | Unranked | crawlconsolemcp · browser | SEO backlink analysis for AI agents: authority scoring, referring domains, and competitor link gap discovery. | No signals yet | No commit datelisted | No one-command install · Source |
| 1231 | Unranked | cursor-toolsrules · browser | Creates a versatile AI command interface supporting multiple providers and models with flexible command options and browser automation through… | No signals yet | No commit datelisted | armory install cursor-tools --cli claude |
| 1232 | Unranked | develop-web-gameskill · browser | Use when Codex is building or iterating on a web game (HTML/JS) and needs a reliable development + testing loop: implement small changes, run a… | No signals yet | No commit datelisted | armory install develop-web-game --cli claude |
| 1233 | Unranked | dots-mcpmcp · browser | Enables searching Xiaohongshu (小红书) content via dots.ai using a logged-in browser session, exposed as MCP tools. | No signals yet | No commit datelisted | No one-command install · Source |
| 1234 | Unranked | dowant-lionscrapermcp · browser | Bridge connecting AI agents to the LionScraper browser extension for web scraping via MCP, CLI, and HTTP API. | No signals yet | No commit datelisted | No one-command install · Source |
| 1235 | Unranked | e2e-runnersubagent · browser | End-to-end testing specialist using Vercel Agent Browser (preferred) with Playwright fallback. Use PROACTIVELY for generating, maintaining, and… | No signals yet | No commit datelisted | armory install e2e-runner --cli claude |
| 1236 | Unranked | e2e-testingskill · browser | Playwright E2E testing patterns, Page Object Model, configuration, CI/CD integration, artifact management, and flaky test strategies. | No signals yet | No commit datelisted | armory install e2e-testing --cli claude |
| 1237 | Unranked | executeautomation-playwright-servermcp · browser | A Model Context Protocol server that provides browser automation capabilities using Playwright. This server enables LLMs to interact with web pages… | No signals yet | No commit datelisted | No one-command install · Source |
| 1238 | Unranked | exocontrolmcp · browser | Realtime PC eyes and hands for any AI agent — provides desktop, browser, file, registry, and OS control via batched execution and lease-based safety… | No signals yet | No commit datelisted | No one-command install · Source |
| 1239 | Unranked | ezsinehan-chrome-devtoolsmcp · browser | Connects Claude Code to Chrome browser via Chrome DevTools Protocol for web debugging. | No signals yet | No commit datelisted | No one-command install · Source |
| 1240 | Unranked | facebook-messenger-mcp-bridgemcp · browser | Enables AI clients to read and send Facebook Messenger messages by using a Chrome extension to bypass anti-bot protections, providing tools like… | No signals yet | No commit datelisted | No one-command install · Source |
| 1241 | Unranked | fidelity-mcpmcp · browser | Enables AI agents to read balances, positions, and transaction history, and place limit sell orders on Fidelity Investments accounts via Playwright… | No signals yet | No commit datelisted | No one-command install · Source |
| 1242 | Unranked | firecrawl-scraperskill · browser | Deep web scraping, screenshots, PDF parsing, and website crawling using Firecrawl API | No signals yet | No commit datelisted | armory install firecrawl-scraper --cli claude |
| 1243 | Unranked | firefox-browser-controlmcp · browser | Enables Codex to manage a local Firefox session by listing, grouping, opening, activating, navigating, and closing non-private tabs and native tab… | No signals yet | No commit datelisted | No one-command install · Source |
| 1244 | Unranked | gan-evaluatorsubagent · browser | "GAN Harness — Evaluator agent. Tests the live running application via Playwright, scores against rubric, and provides actionable feedback to the… | No signals yet | No commit datelisted | armory install gan-evaluator --cli claude |
| 1245 | Unranked | geometramcp · browser | Enables AI agents to interact with UIs via semantic geometry, filling forms and navigating websites without screenshots. | No signals yet | No commit datelisted | No one-command install · Source |
| 1246 | Unranked | getrupt-ashra-mcpmcp · browser | Extract structured data from any website. Just prompt and get JSON. | No signals yet | No commit datelisted | No one-command install · Source |
| 1247 | Unranked | gh-apireno-domshellmcp · browser | Chrome extension that maps the browser DOM into a virtual filesystem navigable with shell commands. | No signals yet | No commit datelisted | No one-command install · Source |
| 1248 | Unranked | https-3a-2f-2fwww-crawlie-comcp · browser | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source |
| 1249 | Unranked | hypercho-games-publishermcp · browser | Enables AI agents to validate and publish game bundles to the Hypercho Games marketplace, including uploading browser builds, banners, screenshots… | No signals yet | No commit datelisted | No one-command install · Source |
| 1250 | Unranked | image-enhancerskill · browser | Improves the quality of images, especially screenshots, by enhancing resolution, sharpness, and clarity. Perfect for preparing images for… | No signals yet | No commit datelisted | armory install image-enhancer --cli claude |
| 1251 | Unranked | invisible-playwright-mcpmcp · browser | This MCP server exposes an anti-detect Firefox browser that passes bot-detection tests, allowing LLMs to automate web interactions with humanized… | No signals yet | No commit datelisted | No one-command install · Source |
| 1252 | Unranked | ios-simulatormcp · browser | Control iOS Simulator directly from Claude Code. Launch apps, take screenshots, manage device states, and streamline mobile development workflows. | No signals yet | No commit datelisted | No one-command install · Source |
| 1253 | Unranked | iridite-bing-search-scrapermcp · browser | Performs free Bing web searches by scraping search result pages, with automatic Chinese and English language detection. | No signals yet | No commit datelisted | No one-command install · Source |
| 1254 | Unranked | jobs-scrape-mcpmcp · browser | Enables AI assistants to query a corpus of job offers via natural language, using BM25 search, facets, and trend analysis to answer questions about… | No signals yet | No commit datelisted | No one-command install · Source |
| 1255 | Unranked | kilo-computer-usemcp · browser | MCP server that connects AI agents to a real Chrome browser via a WebSocket extension bridge, enabling over 40 browser control tools without debug… | No signals yet | No commit datelisted | No one-command install · Source |
| 1256 | Unranked | konnectmcp · browser | Bridges AI agents to a real browser using a persistent daemon and Chrome extension for driving actual login sessions, cookies, and tabs. | No signals yet | No commit datelisted | No one-command install · Source |
| 1257 | Unranked | leboncoin-seller-mcpmcp · browser | Enables turning photos and observed facts into a ready-to-publish Leboncoin ad, with comparable search, asking-price statistics, category lookup… | No signals yet | No commit datelisted | No one-command install · Source |
| 1258 | Unranked | lightpandainfra · browser | Ultra-fast headless browser written in Zig specifically for AI and automation workloads. It runs JavaScript natively, uses 9x less memory than Chrome… | No signals yet | No commit datelisted | No one-command install · Source |
| 1259 | Unranked | louis030195-terminator-mcp-agentmcp · browser | Desktop GUI automation using accessibility APIs. Control Windows, macOS, and Linux applications without vision models or screenshots. Supports… | No signals yet | No commit datelisted | No one-command install · Source |
| 1260 | Unranked | lutra-mcpmcp · browser | Exposes Lutra's in-browser color-grading tools to AI clients, enabling them to render shots, inspect scopes, adjust grade parameters, and export LUTs. | No signals yet | No commit datelisted | No one-command install · Source |
| 1261 | Unranked | mcp-browser-automationmcp · browser | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source |
| 1262 | Unranked | mcp-browser-kitmcp · browser | Multi-backend browser MCP that auto-detects the best available driver (Playwright, Puppeteer, or CDP) and exposes a unified tool surface: navigate… | No signals yet | No commit datelisted | No one-command install · Source |
| 1263 | Unranked | mcp-browser-usemcp · browser | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source |
| 1264 | Unranked | mcp-browser-use-jovanipinkmcp · browser | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source |
| 1265 | Unranked | mcp-browser-use-toolsmcp · browser | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source |
| 1266 | Unranked | mcp-browsermcpmcp · browser | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source |
| 1267 | Unranked | mcp-cdp-scrapermcp · browser | Enables AI agents to scrape web pages, fill forms, take screenshots, and extract structured data via Chrome DevTools Protocol with zero external… | No signals yet | No commit datelisted | No one-command install · Source |
| 1268 | Unranked | mcp-configurable-puppeteermcp · browser | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source |
| 1269 | Unranked | mcp-puppeteer-extramcp · browser | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source |
| 1270 | Unranked | mcp-py-sse-browser-controlmcp · browser | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source |
| 1271 | Unranked | mcp-rss-crawlermcp · browser | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source |
| 1272 | Unranked | mcp-screenshotonemcp · browser | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source |
| 1273 | Unranked | mcp-server-browserbasemcp · browser | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source |
| 1274 | Unranked | mcp-web-browsermcp · browser | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source |
| 1275 | Unranked | miofficemcp · browser | AI office suite browser tools for PDF, image, video, audio, and AI processing — files never leave your device. | No signals yet | No commit datelisted | No one-command install · Source |
| 1276 | Unranked | mmarcus006-stealth-fetchmcp · browser | Provides stealth web fetching with browser-grade TLS fingerprint impersonation using curl_cffi for bypassing anti-bot detection. | No signals yet | No commit datelisted | No one-command install · Source |
| 1277 | Unranked | mobilamcp · browser | Enables AI clients to control an Android emulator via MCP, allowing tasks like tapping, typing, swiping, taking screenshots, and installing apps… | No signals yet | No commit datelisted | No one-command install · Source |
| 1278 | Unranked | mockuppermcp · browser | Generates professional device mockups and app store visuals from raw screenshots using AI, supporting iOS, Android, and cross-platform export formats. | No signals yet | No commit datelisted | No one-command install · Source |
| 1279 | Unranked | modelcontextprotocol-server-puppeteermcp · browser | Browser automation for web scraping and interaction | No signals yet | No commit datelisted | No one-command install · Source |
| 1280 | Unranked | multilogin-browser-mcpmcp · browser | Enables AI agents to control Multilogin X anti-detect browser profiles via a streamable HTTP MCP interface. Supports profile management, session… | No signals yet | No commit datelisted | No one-command install · Source |
| 1281 | Unranked | nottelabs-browsermcp · browser | Provides a bridge between AI and Notte's cloud browser technology, enabling web automation, scraping, and autonomous task completion on websites… | No signals yet | No commit datelisted | No one-command install · Source |
| 1282 | Unranked | obaron-aeomcp · browser | AI readiness scan scoring any website 0–100 across crawlability, structured data, content quality, and AEO dimensions. | No signals yet | No commit datelisted | No one-command install · Source |
| 1283 | Unranked | odoo-chatgpt-direct-connectormcp · browser | Enables ChatGPT to interact with Odoo by providing tools for repository management, git operations, Odoo.sh management, Odoo RPC, browser screenshots… | No signals yet | No commit datelisted | No one-command install · Source |
| 1284 | Unranked | pinetopmcp · browser | Controls TradingView Desktop charts, Pine Script, indicators, and backtesting via Chrome DevTools Protocol. | No signals yet | No commit datelisted | No one-command install · Source |
| 1285 | Unranked | pinkpixel-grammarly-localmcp · browser | Checks text for AI-generated content and plagiarism using local Grammarly browser automation. | No signals yet | No commit datelisted | No one-command install · Source |
| 1286 | Unranked | playwrightskill · browser | Use when the task requires automating a real browser from the terminal (navigation, form filling, snapshots, screenshots, data extraction, UI-flow… | No signals yet | No commit datelisted | armory install playwright --cli claude |
| 1287 | Unranked | playwrightsubagent · browser | Playwright testing agent. Only runs for FRONTEND tasks. Verifies acceptance criteria in a real browser using the page object pattern. Passes on… | No signals yet | No commit datelisted | armory install playwright --cli claude |
| 1288 | Unranked | playwright-javaskill · browser | Scaffold, write, debug, and enhance enterprise-grade Playwright E2E tests in Java using Page Object Model, JUnit 5, Allure reporting, and parallel… | No signals yet | No commit datelisted | armory install playwright-java --cli claude |
| 1289 | Unranked | playwright-lighthouse-mcpmcp · browser | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source |
| 1290 | Unranked | playwright-mcpmcp · browser | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source |
| 1291 | Unranked | playwright-mcp-fetchmcp · browser | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source |
| 1292 | Unranked | playwright-microsoftmcp · browser | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source |
| 1293 | Unranked | playwright-plus-python-mcpmcp · browser | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source |
| 1294 | Unranked | playwright-servermcp · browser | A Model Context Protocol (MCP) server that provides browser automation capabilities using Playwright. This server enables LLMs to interact with web… | No signals yet | No commit datelisted | No one-command install · Source |
| 1295 | Unranked | playwright-skillskill · browser | Complete browser automation with Playwright. Auto-detects dev servers, writes clean test scripts to /tmp. Test pages, fill forms, take screenshots… | No signals yet | No commit datelisted | armory install playwright-skill --cli claude |
| 1296 | Unranked | playwright-testersubagent · browser | Testing mode for Playwright tests | No signals yet | No commit datelisted | armory install playwright-tester --cli claude |
| 1297 | Unranked | potlanemcp · browser | Runs multiple AI sub-agents against independent Penpot tabs without extra Penpot users, providing a local MCP gateway and Chrome extension for… | No signals yet | No commit datelisted | No one-command install · Source |
| 1298 | Unranked | prometheus-configurationskill · browser | Complete guide to Prometheus setup, metric collection, scrape configuration, and recording rules. | No signals yet | No commit datelisted | armory install prometheus-configuration --cli claude |
| 1299 | Unranked | puppeteermcp · browser | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source |
| 1300 | Unranked | puppeteer-mcpmcp · browser | Official Anthropic/Claude reference MCP server using Puppeteer. It provides navigate, screenshot, click, fill, select, hover, evaluate, and… | No signals yet | No 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.