Leaderboard
Scored on public signals; components with none are listed as Unranked · Formula
Component
Domain
Vertical
| Rank | Score | Component | Description | Evidence | Last commit | Install |
|---|---|---|---|---|---|---|
| 1 | 22.557 | pypen-mcpmcp · browser | Enables LLM-powered browser automation and security testing with features like browser management, network monitoring, DOM manipulation, and captcha… | 1 star | No commit datelisted | No one-command install · Source |
| 2 | 22.557 | code-alchemist01-development-toolsmcp · browser | Combines code analysis tools like ESLint and security scanners with web scraping capabilities using Cheerio and Playwright for automated code reviews… | 1 star | No one-command install · Source | |
| 3 | 22.557 | antigravity-browser-bridgemcp · browser | Enables MCP-compatible agents to securely control the user's already authenticated Chrome browser via explicit tab authorization and DOM-based… | 1 star | No one-command install · Source | |
| 4 | 22.557 | browser-firefox-mcpmcp · browser | Security-focused Firefox browser MCP server for penetration testing, built on Playwright, enabling vulnerability scanning, session manipulation… | 1 star | No one-command install · Source | |
| 5 | 22.557 | qa-mcp-learning-labmcp · browser | Showcases principal-level QA architecture using MCP tools and Playwright for validating security, business workflows, contract safety, and cross-layer… | 1 star | No one-command install · Source | |
| 6 | 22.557 | runewardmcp · browser | Governed execution cells for AI agents via MCP; provides shell, code, file, and browser tools inside isolated, policy-enforced Citadels with… | 1 star | No one-command install · Source | |
| 7 | 23.374 | browser-mcp-claudemcp · browser | Enables remote browser automation via MCP, allowing models to open pages, read snapshots, click, fill, and select elements using Playwright, with… | 1 fork | No one-command install · Source | |
| 8 | 30.476 | autoapply-mcpmcp · browser | AutoApply automates job applications using a real Playwright browser. Save your profile once — name, email, phone, address, work authorization… | 735 installs | No commit datelisted | No one-command install · Source |
| 9 | 32.223 | ricardodeazambuja-browser-automation-playwrightmcp · browser | Universal browser automation server using Playwright that provides web navigation, element interaction, media control, network monitoring, security… | 2 stars | No one-command install · Source | |
| 10 | 38.412 | phishark-playwright-mcpmcp · browser | A fork of Playwright MCP that adds PhiShark preflight and browser-deep security checks to block or warn on phishing and high-risk pages. | 3 stars | No one-command install · Source | |
| 11 | 38.412 | browser-bridgemcp · browser | Bridges opencode into Firefox, letting you read pages, run JavaScript, and audit for security flaws from the terminal. | 3 stars | No one-command install · Source | |
| 12 | 44.256 | quantmew-patchrightmcp · browser | Provides browser automation with session inheritance, enabling seamless web automation that maintains user authentication states and preferences from… | 3 stars · 1 fork | No one-command install · Source | |
| 13 | 44.256 | nodriver-proxy-mcpmcp · browser | Gives AI agents a browser that bypasses bot detection, a MITM proxy for traffic interception, and a Python sandbox to autonomously write and execute… | 3 stars · 1 fork | No one-command install · Source | |
| 14 | 53.186 | amaralkaff-unknowncheatsmcp · browser | Scrapes and searches the UnknownCheats security forum with Cloudflare bypass using 6 tools. | 8 stars | No commit datelisted | No one-command install · Source |
| 15 | 55.515 | lisberndt-zapmcp · browser | Integrates with OWASP ZAP to provide comprehensive web application security testing through active vulnerability scanning, passive analysis… | 5 stars · 2 forks | No one-command install · Source | |
| 16 | 57.927 | daedalusmcp · browser | Enables driving a real Chrome instance remotely through MCP, including per-tab control, JavaScript evaluation, screenshots, cookie and network… | 1 star · 5 forks | No one-command install · Source | |
| 17 | 64.294 | web-security-scannermcp · browser | Enables automated web security testing for XSS and SQL injection vulnerabilities through Playwright-powered browser automation with screenshot capture… | 22 stars | No commit datelisted | No one-command install · Source |
| 18 | 67.778 | dinosn-burp-suitemcp · browser | Integrates Burp Suite's web security testing platform with tools for HTTP request/response handling, vulnerability scanning, crawling, proxy history… | 17 stars · 1 fork | No one-command install · Source | |
| 19 | 73.568 | mattiasw-browserloopmcp · browser | Captures web page screenshots using Playwright with support for full-page, element-specific, and viewport screenshots in PNG, JPEG, and WebP formats… | 23 stars · 2 forks | No one-command install · Source | |
| 20 | 77.014 | hackbrowser-mcpmcp · browser | Enables AI agents to perform security testing on web applications by controlling a Firefox browser with 39 security tools, including injection testing… | 21 stars · 5 forks | No one-command install · Source | |
| 21 | 94.328 | dddabtc-winremotemcp · browser | Remote control and automation for Windows desktops with tiered security, supporting screenshots, input control, file operations, PowerShell, OCR, and… | 187 stars · 39 forks | No one-command install · Source | |
| 22 | 98.543 | vmoranv-jshookmcp · browser | JavaScript analysis, security auditing, browser automation, and hook injection via MCP. | 1,970 stars · 457 forks | No one-command install · Source | |
| 23 | Unranked | python-crawling-mcpmcp · browser | An MCP server for safe web crawling and scraping of public and authenticated sites using Playwright and Crawlee. It provides tools for scraping single… | No signals yet | No one-command install · Source | |
| 24 | Unranked | shade-browser-security-mcpmcp · browser | Standalone MCP server exposing only the security-classified tools from Shade Browser, enabling Brave CDP browser automation across 20 isolated profile… | No signals yet | No one-command install · Source | |
| 25 | Unranked | amazon-business-mcp-browsermcp · browser | MCP server that uses a visible Playwright browser to search products and manage an Amazon Business cart, requiring manual login for security, and… | No signals yet | No one-command install · Source | |
| 26 | Unranked | voyager-browsermcp · browser | Read-only observation of a single live URL: parses static HTML to report security posture, forms, links, accessibility signals, and leaks, with… | No signals yet | No one-command install · Source | |
| 27 | Unranked | playwright-poolmcp · browser | MCP server for browser automation with shared authentication and built-in UI auditing. | No signals yet | No one-command install · Source | |
| 28 | Unranked | cx-assistant-mcpmcp · browser | Enables querying Cisco CX Assistant (production and stage) directly from Cursor using natural language, with browser-based authentication via Google… | No signals yet | No one-command install · Source | |
| 29 | Unranked | cloudflare-playwright-mcp-workermcp · browser | Enables AI assistants to control a browser for web automation tasks like navigation, typing, clicking, and taking screenshots, with optional API key… | No signals yet | No one-command install · Source | |
| 30 | Unranked | chromium-sync-mcpmcp · browser | Enables access to browser data (tabs, history, bookmarks) from Chromium-based browsers including Chrome, Brave, and Chromium, directly from local… | No signals yet | No one-command install · Source |
Score colour shows how many signals stand behind it, never how good it is: amber, three or more; dimmer amber, two; grey, one. The Evidence column names them.
Stars, forks and last commit are as GitHub reported them when Armory last read each repository: for most, or later. A repository may have changed since.