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 | 22.557 | why-did-you-render-mcpmcp · front-end | Bridges unnecessary React re-render data from the browser to coding agents, enabling performance diagnosis and optimization through MCP tools. | 1 star | No one-command install · Source | |
| 2 | 32.223 | wei-ai-lab-clinical-trial-designmcp · front-end | Provides AI-assisted statistical design for Phase 2 and Phase 3 clinical trials via R-backed MCP tools. | 2 stars | No one-command install · Source | |
| 3 | Unranked | mcp-vision-analyzemcp · front-end | Provides AI vision analysis via OpenRouter, enabling image understanding from local paths or URLs. Supports OCR, error diagnosis, and chart/UI… | No signals yet | No one-command install · Source | |
| 4 | Unranked | greenfinger-mcp-servermcp · front-end | Enables plant disease diagnosis and identification, plant recommendations, garden layout design, pot management, and care scheduling with reminders… | No signals yet | No one-command install · Source | |
| 5 | Unranked | refua-mcpmcp · front-end | MCP server for biological protein design, folding, and affinity prediction using Refua tools, with optional support for ADMET, clinical simulation… | No signals yet | No one-command install · Source | |
| 6 | Unranked | a207-his-mcpmcp · front-end | Read-only MCP server providing pediatric CKD patient master data with tools for patient profiles, diagnosis, nutrition ceilings, guardian… | No signals yet | No commit datelisted | No one-command install · Source |
| 7 | Unranked | hackathon-ai-strategistsubagent · front-end | Use when a team needs strategic guidance at any stage of a hackathon — from initial ideation through pitch delivery… | No signals yet | No commit datelisted | armory install hackathon-ai-strategist --cli claude |
| 8 | Unranked | healthcare-emr-patternsskill · front-end | EMR/EHR development patterns for healthcare applications. Clinical safety, encounter workflows, prescription generation, clinical decision support… | No signals yet | No commit datelisted | armory install healthcare-emr-patterns --cli claude |
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.