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 | 41.082 | k-ruoka-mcpmcp · browser | MCP server that manages a K-Ruoka (Finnish grocery) shopping cart: read cart, add/update/remove items, clear cart, search products and stores. It uses… | 1 star · 2 forks | No one-command install · Source | |
| 2 | 76.076 | selver-mcpmcp · browser | Enables Claude to search products, build a shopping cart on Selver.ee, and open it in the browser for checkout. | 19 stars · 5 forks | No one-command install · Source | |
| 3 | 83.801 | shufersalmcp · browser | Automates Shufersal supermarket shopping by converting recipe links into shopping lists, searching the product catalog with personalized results for… | 19 stars · 16 forks | No one-command install · Source | |
| 4 | 88.041 | thewebscrapingclub-ai-cursor-scraping-assistantmcp · browser | Streamlines web scraper development for e-commerce sites by analyzing website structure, detecting anti-bot protections, and generating Scrapy or… | 55 stars · 17 forks | No one-command install · Source | |
| 5 | 98.860 | apifymcp · browser | Extract data from any website with thousands of scrapers, crawlers, and automations on Apify Store. Use ready-made tools to access all popular social… | 5,651 stars · 243 forks | No one-command install · Source | |
| 6 | Unranked | markswendsen-code-tacobellmcp · browser | Automates Taco Bell ordering through browser automation for menu browsing, order customization, and pickup checkout. | No signals yet | No one-command install · Source | |
| 7 | Unranked | markswendsen-code-paneramcp · browser | Automates Panera Bread ordering through browser automation for menu browsing, order customization, and pickup checkout. | No signals yet | No one-command install · Source | |
| 8 | Unranked | markswendsen-code-chipotlemcp · browser | Automates Chipotle ordering through browser automation for location search, menu browsing, custom order building, and pickup or delivery checkout. | 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.