Armory
Source

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
Sort
ScoreUsageTestedMentionsStarsName
Highest FirstRows50100250Export

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

6 results · 65,239 in the catalog
RankScoreComponentDescriptionEvidenceLast commitInstall
166.871vpursuit-swiplmcp · devopsProvides secure access to SWI-Prolog logic programming through dual query modes with sandboxed execution, dynamic knowledge base management, and…9 stars · 4 forksNo one-command install · Source
259.029deno-code-executormcp · devopsExecutes TypeScript and JavaScript code in isolated Deno processes with configurable permissions for secure sandboxed code testing, educational…8 stars · 1 forkNo one-command install · Source
322.557edithatogo-sourcerightmcp · devopsRust-based reference verification infrastructure for academic writing, agent workflows, and citation processing.1 starNo one-command install · Source
322.557frityet-teal-mcpmcp · devopsProvides sandboxed Lua code execution environments with session management, package installation via LuaRocks, and filesystem operations using Teal's…1 starNo one-command install · Source
5Unrankedclassroom-mcpmcp · devopsEnables AI assistants to directly operate Google Classroom, including checking submissions, listing students, and creating assignments and…No signals yetNo one-command install · Source
6Unrankedlabbenchmcp · devopsEnables Claude Code to browse coursework, manage user workspaces, run sandboxed tests, post hints, and assign new projects in LabBench.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