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 | 75.737 | gif-creatormcp · front-end | Converts video files to high-quality GIF animations using FFmpeg with optimized palette generation, customizable FPS and dimensions, and precise… | 17 stars · 6 forks | No one-command install · Source | |
| 2 | 55.515 | saglitzdesign-mcpmcp · front-end | Provides expert design and marketing guidance for AI coding agents through curated knowledge documents and tools. Covers UI/UX, copywriting, SEO, GEO… | 5 stars · 2 forks | No one-command install · Source | |
| 3 | 51.401 | mcp-web-validatormcp · front-end | Enables AI coding assistants to validate HTML/CSS markup using W3C APIs, perform technical SEO audits, check broken links, and validate JSON-LD… | 7 stars | No one-command install · Source | |
| 4 | 46.654 | rapidapi-metadata-extractormcp · front-end | Turns any URL into structured web intelligence in one call: SEO/OpenGraph metadata, public contacts, tech-stack fingerprinting, Schema.org data, a… | 5 stars | No one-command install · Source | |
| 5 | 38.412 | mcp-frontend-analyzermcp · front-end | A comprehensive MCP server for frontend analysis. It provides Google Lighthouse audits, code quality checks, SEO metadata verification, accessibility… | 3 stars | No one-command install · Source | |
| 6 | 38.066 | hypd-ai-paid-ads-analyticsmcp · front-end | Analyze paid marketing accounts (Google Ads, Meta Ads, GA4, Merchant Center) in plain language, read-only. Provides insights, competitor ads, and… | 2 stars · 1 fork | No one-command install · Source | |
| 7 | 32.223 | vanikya-aimcp · front-end | Generate images, videos, vectors, and Lottie animations, run SEO analysis, and access creative insights via the Vanikya AI platform. | 2 stars | No one-command install · Source | |
| 8 | 23.374 | salesforce-mcpmcp · front-end | A focused MCP server for Salesforce CRM that exposes read/write access to standard CRM objects via six tools, designed for multi-tenant gateway… | 1 fork | No one-command install · Source | |
| 8 | 23.374 | designforyoumcp · front-end | Generates logos, social media posts, app-store screenshots, comic panels, and visual-novel assets from natural-language prompts using 119 templates. | 1 fork | No one-command install · Source | |
| 10 | 22.557 | pagelensaimcp · front-end | AI website audit for security, SEO, performance, UX, and accessibility with actionable fixes. | 1 star | No one-command install · Source | |
| 10 | 22.557 | seo-gaca-mcpmcp · front-end | A comprehensive MCP server for SEO, performance, GEO, and UX audits with 37 tools covering technical SEO, Lighthouse performance, AI search… | 1 star | No one-command install · Source | |
| 10 | 22.557 | geo-agentmcp · front-end | AI search engine optimization platform for automated SEO landing page creation and product knowledge injection. | 1 star | No one-command install · Source | |
| 13 | Unranked | marketing-page-quality-gatemcp · front-end | An MCP server that deterministically scores landing pages on conversion-critical signals and blocks ad spend on low-quality pages to prevent wasted… | No signals yet | No one-command install · Source | |
| 14 | Unranked | storecraft-studiomcp · front-end | Enables AI agents to create high-resolution marketing images from simple JSON configs without design skills or API keys. Provides presets, themes, and… | No signals yet | No one-command install · Source | |
| 15 | Unranked | brand-asset-mcpmcp · front-end | A shareable, lightweight MCP server for managing corporate brand assets, logos, color design tokens, social media templates, and image watermarking… | No signals yet | No one-command install · Source | |
| 16 | Unranked | gridwork-siteauditmcp · front-end | An MCP server that audits websites for accessibility (WCAG 2.1 AA/EAA), performance, SEO, design quality, and mobile responsiveness, providing… | No signals yet | No one-command install · Source | |
| 17 | Unranked | mcp-siebel-phalamcp · front-end | MCP server for Siebel CRM with HTTP/SSE transport, enabling secure access to Siebel data and operations like accounts, contacts, opportunities, and… | 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.