Armory
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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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ScoreUsageTestedMentionsStarsName
Highest FirstRows50100250Export

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

3 results · 65,239 in the catalog
RankScoreComponentDescriptionEvidenceLast commitInstall
189.003godot-mcp-docsmcp · commsProvides AI assistants with access to the complete Godot Engine documentation, enabling developers to get answers about Godot classes, tutorials, and…71 stars · 14 forksNo one-command install · Source
2Unrankedwhite-hat-thumbnailsmcp · commsMCP server that lets AI assistants manage Roblox thumbnails end to end, including performance tracking, generation, publishing, auto-rotation, and…No signals yetNo one-command install · Source
3Unrankedmcp-claudemcp · commsEnables chatting with AI directly in Roblox Studio to read, write, and modify scripts and instances, supporting multiple free AI providers.No signals yetNo 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