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 | 67.544 | webviziomcp · browser | Integrates with Webvizio's project management platform to provide task tracking, project selection, detailed task information retrieval, log analysis… | 6 stars · 6 forks | No one-command install · Source | |
| 2 | 66.258 | browser-history-analysismcp · browser | Analyzes local Firefox and Chrome browser history to provide productivity insights, browsing pattern analysis, and session categorization across 12+… | 8 stars · 5 forks | No one-command install · Source | |
| 3 | 65.543 | ronantakizawa-browser-history-searchmcp · browser | Provides secure access to browsing history from major browsers across all platforms with specialized tools for searching by terms, retrieving recent… | 9 stars · 3 forks | No one-command install · Source | |
| 4 | 38.412 | youtube-lecture-notes-mcpmcp · browser | Automatically extracts subtitles, captures screenshots at specified timestamps, and generates structured Obsidian markdown notes from YouTube videos… | 3 stars | No one-command install · Source | |
| 5 | 22.557 | cloak-biz-scrapermcp · browser | A self-hosted MCP server enabling AI assistants to scrape business-for-sale listings from websites like BizBuySell using stealth browsers and store… | 1 star | No one-command install · Source | |
| 5 | 22.557 | macos-computer-use-mcpmcp · browser | Provides 146 MCP tools for AI agents to control macOS, including screenshots, mouse, keyboard, window management, app automation, file system, OCR… | 1 star | No one-command install · Source | |
| 7 | Unranked | qafusionxmcp · browser | An MCP server that guides a sequential QA workflow, requiring initial project and user story inputs, then crawls web apps, generates test cases and… | No signals yet | No one-command install · Source | |
| 8 | Unranked | mobile-claude-connectmcp · browser | Enables Claude Code sessions on a PC to access iPhone data such as photos, video, location, contacts, calendar, and clipboard over Tailscale, and… | No signals yet | No one-command install · Source | |
| 9 | Unranked | macos-mcp-automationmcp · browser | Enables macOS system automation, window management, and productivity tools for AI agents, including running AppleScripts, opening apps, retrieving… | No signals yet | No one-command install · Source | |
| 10 | Unranked | obsidian-playwright-mcpmcp · browser | Connects to Obsidian's Electron process via Chrome DevTools Protocol, enabling AI assistants to screenshot, execute JavaScript, capture console logs… | No signals yet | No one-command install · Source | |
| 11 | Unranked | uidrivermcp · browser | Generates rich, interactive user interfaces that open directly in the browser, providing over 40 specialized tools for creating charts, diagrams… | 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.