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 | 89.874 | bzsasson-screaming-frogmcp · browser | Crawl websites, export SEO data, and manage crawls via Screaming Frog SEO Spider. | 81 stars · 15 forks | No one-command install · Source | |
| 2 | 89.816 | mcp-service-media-crawler-chinese-socialmcp · browser | Integrates multiple Chinese social media platforms including Xiaohongshu, Douyin, Kuaishou, Bilibili, Weibo, Tieba, and Zhihu for systematic content… | 74 stars · 18 forks | No one-command install · Source | |
| 3 | 84.564 | moussaabbadla-code-screenshotmcp · browser | Generates beautiful, syntax-highlighted code screenshots with professional themes, automatic language detection for 20+ programming languages, and… | 45 stars · 8 forks | No one-command install · Source | |
| 4 | 75.117 | howe829-websearchmcp · browser | Provides web search capabilities through Bing and WeChat search engines plus URL content extraction, using browser impersonation and markdown… | 15 stars · 7 forks | No one-command install · Source | |
| 5 | 63.155 | appstore-mockup-mcpmcp · browser | Wraps app screenshots in an iPhone 16 Pro frame with marketing text to produce App Store-ready preview images. | 11 stars · 1 fork | No one-command install · Source | |
| 6 | 57.364 | puppeteer-martechmcp · browser | Extends Puppeteer to enable digital marketing and SEO analysis, including detection of analytics tools, advertising pixels, tag managers, and SEO… | 5 stars · 3 forks | No one-command install · Source | |
| 7 | 52.498 | superyuser-linkedin-scrapermcp · browser | Automates LinkedIn profile data extraction using Selenium WebDriver with anti-detection measures and progressive scrolling to scrape personal details… | 5 stars · 1 fork | No one-command install · Source | |
| 8 | 49.325 | crawlio-browsermcp · browser | MCP server that gives AI full control of a live Chrome browser via CDP, with 145 tools for framework-aware intelligence, evidence analysis, and SEO… | 6 stars | No one-command install · Source | |
| 9 | 44.256 | aioproductos-studiomcp · browser | Turns your AI host into a product videographer — scripted screen recordings of your own web app with a gliding cursor, camera zooms, highlight… | 3 stars · 1 fork | No one-command install · Source | |
| 10 | 38.412 | whypuss-socialmcp · browser | Social media automation for Facebook, Instagram, and Threads via Chrome DevTools Protocol. | 3 stars | No one-command install · Source | |
| 11 | 32.223 | marykovziridze-screaming-frog-mcpmcp · browser | Screaming Frog SEO Spider headless crawls, data export, and technical SEO audit skill for Claude. 8 tools, cross-platform (Mac + Windows), includes a… | 2 stars | No one-command install · Source | |
| 12 | 29.013 | scrapercitymcp · browser | B2B lead generation platform providing access to Apollo scraping, Google Maps extraction, email finding and validation, mobile lookup, and skip… | 1 star · 1 fork | No one-command install · Source | |
| 12 | 29.013 | agentdesk-browser-toolsmcp · browser | Provides browser debugging and analysis capabilities through Chrome extension integration and headless automation, capturing console logs, network… | 1 star · 1 fork | No one-command install · Source | |
| 14 | 22.557 | browser-navigator-mcpmcp · browser | Controls the Brave browser via CDP for web automation, OSINT, and social media crawling, including navigation, CAPTCHA detection, session persistence… | 1 star | No one-command install · Source | |
| 14 | 22.557 | prodpoke-mcp-servermcp · browser | Enables AI to perform real-browser QA testing on websites via Playwright, finding bugs, accessibility, SEO, and performance issues through natural… | 1 star | No one-command install · Source | |
| 16 | Unranked | rct2-agentmcp · browser | Enables an agent to sidecar-manage an OpenRCT2 park while you play: reading park state, adjusting prices, staff, marketing, loans, taking screenshots… | No signals yet | No one-command install · Source | |
| 17 | Unranked | browserlemonmcp · browser | Enables AI to control your existing logged-in Chrome session via MCP, supporting social media drafting and explicit user-confirmed publishing. | No signals yet | No one-command install · Source | |
| 18 | Unranked | optiqra-mcpmcp · browser | Exposes OptiQra's full SEO/GEO/AEO audit and AI-fix/insight tools as MCP tools for AI clients like Claude, Cursor, and Windsurf. Use natural language… | No signals yet | No one-command install · Source | |
| 19 | Unranked | seoclimcp · browser | Enables AI agents to crawl and audit websites for SEO issues, returning structured JSON reports with errors, warnings, and key statistics. | No signals yet | No one-command install · Source | |
| 20 | Unranked | stealth-browser-mcpmcp · browser | Undetectable browser automation for AI agents that bypasses Cloudflare, antibot systems, and social media blocks using real browser instances with 97… | No signals yet | No one-command install · Source | |
| 21 | Unranked | fetch-crawl-mcpmcp · browser | Enables fetching, crawling, and analyzing web pages with 29 tools for SEO audits, content extraction, and more. | No signals yet | No one-command install · Source | |
| 22 | 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 |
| 23 | 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 |
| 24 | Unranked | salesforce-mcp-ui-automationmcp · browser | Automates Salesforce via browser using Playwright with persistent session. Supports Data Cloud, Setup, and other UI-only areas through generic tools. | 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.