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 | 32.223 | fortnightly-devs-timelookermcp · comms | Automated web monitoring system that executes paid search tasks at scheduled intervals, detects genuine changes using duplicate detection, and sends… | 2 stars | No one-command install · Source | |
| 2 | 23.374 | clichefactorymcp · comms | Structured JSON extraction from PDFs, images, spreadsheets, emails, and office documents. | 1 fork | No one-command install · Source | |
| 3 | 22.557 | ametller-origen-skillmcp · comms | Open Claude integration for Ametller Origen's live catalog, online orders, real cart, and optional offline Gmail tickets. | 1 star | No one-command install · Source | |
| 4 | Unranked | spreadsheet-mcp-appmcp · comms | Enables AI assistants to present interactive spreadsheets within conversations, allowing users to view, edit, import, and export Excel/CSV data… | No signals yet | No one-command install · Source | |
| 5 | Unranked | google-sheets-mcp-2mcp · comms | Connects Claude.ai to Google Sheets, allowing read, append, and update operations on spreadsheets directly from chat. | No signals yet | No one-command install · Source | |
| 6 | Unranked | office-mcp-2mcp · comms | Automates Windows Office applications (WPS Office and Outlook) via COM automation, enabling AI assistants to perform spreadsheet, document, and email… | No signals yet | No one-command install · Source | |
| 7 | Unranked | document-convertermcp · comms | Converts PDFs, Office files, spreadsheets, emails, audio, and more to Markdown locally, enabling AI assistants to read and process them without cloud… | No signals yet | No one-command install · Source | |
| 8 | Unranked | danboabes-mcpdomainmcp · comms | Buy and manage domains from any AI chat, with DNS, email forwarding, and crawler analytics. | 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.