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Leaderboard

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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Lowest FirstRows50100250Export

Needs the armory CLI · not on npm yet, build it from cli/ in the repository

11 results · 65,239 in the catalog
RankScoreComponentDescriptionEvidenceLast commitInstall
122.557macos-computer-use-mcpmcp · browserProvides 146 MCP tools for AI agents to control macOS, including screenshots, mouse, keyboard, window management, app automation, file system, OCR…1 starNo one-command install · Source
222.557cloak-biz-scrapermcp · browserA self-hosted MCP server enabling AI assistants to scrape business-for-sale listings from websites like BizBuySell using stealth browsers and store…1 starNo one-command install · Source
338.412youtube-lecture-notes-mcpmcp · browserAutomatically extracts subtitles, captures screenshots at specified timestamps, and generates structured Obsidian markdown notes from YouTube videos…3 starsNo one-command install · Source
465.543ronantakizawa-browser-history-searchmcp · browserProvides secure access to browsing history from major browsers across all platforms with specialized tools for searching by terms, retrieving recent…9 stars · 3 forksNo one-command install · Source
566.258browser-history-analysismcp · browserAnalyzes local Firefox and Chrome browser history to provide productivity insights, browsing pattern analysis, and session categorization across 12+…8 stars · 5 forksNo one-command install · Source
667.544webviziomcp · browserIntegrates with Webvizio's project management platform to provide task tracking, project selection, detailed task information retrieval, log analysis…6 stars · 6 forksNo one-command install · Source
7Unrankedqafusionxmcp · browserAn 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 yetNo one-command install · Source
8Unrankedmobile-claude-connectmcp · browserEnables Claude Code sessions on a PC to access iPhone data such as photos, video, location, contacts, calendar, and clipboard over Tailscale, and…No signals yetNo one-command install · Source
9Unrankedmacos-mcp-automationmcp · browserEnables macOS system automation, window management, and productivity tools for AI agents, including running AppleScripts, opening apps, retrieving…No signals yetNo one-command install · Source
10Unrankedobsidian-playwright-mcpmcp · browserConnects to Obsidian's Electron process via Chrome DevTools Protocol, enabling AI assistants to screenshot, execute JavaScript, capture console logs…No signals yetNo one-command install · Source
11Unrankeduidrivermcp · browserGenerates rich, interactive user interfaces that open directly in the browser, providing over 40 specialized tools for creating charts, diagrams…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