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

1,377 results · 65,239 in the catalog
RankScoreComponentDescriptionEvidenceLast commitInstall
1301Unrankedrenderinfra · devopsUnified cloud for deploying web services, background workers, cron jobs, and databases for agent backends.No signals yetNo commit datelisted No one-command install · Source
1302Unrankedrender-deployskill · devopsDeploy applications to Render by analyzing codebases, generating render.yaml Blueprints, and providing Dashboard deeplinks. Use when the user wants to…No signals yetNo commit datelisted armory install render-deploy --cli claude
1303Unrankedreplicateinfra · devopsAPI platform for running ML models in the cloud. Useful for deploying custom model components in agent pipelines.No signals yetNo commit datelisted No one-command install · Source
1304Unrankedrobotfleet-security-orchestramcp · devopsDeterministic data center infrastructure calculator with 50+ agents covering power, cooling, network, and compliance analysis.No signals yetNo commit datelisted No one-command install · Source
1305Unrankedrunloopinfra · devopsManaged cloud infrastructure purpose-built for AI agents requiring persistent, low-latency compute environments.No signals yetNo commit datelisted No one-command install · Source
1306Unrankedsalesforce-mcp-dockermcp · devopsListed on mcp.so; Armory has only its name so far.No signals yetNo commit datelisted No one-command install · Source
1307Unrankedscope-guardhook · devopsScope guard that detects files modified outside the declared scope of a specification. When a .spec.md file contains a 'Files to Create/Modify'…No signals yetNo commit datelisted armory install scope-guard --cli claude
1308Unrankedscrapybarainfra · devopsScrapybara cloud computer-use environment. It provides Ubuntu desktop, browser, and code-execution sandboxes as an API so agents can operate a full…No signals yetNo commit datelisted No one-command install · Source
1309Unrankedscruticamcp · devopsAI compute infrastructure intelligence covering global facilities, supply chains, sovereign AI programs, and export controls.No signals yetNo commit datelisted No one-command install · Source
1310Unrankedse-gitops-ci-specialistsubagent · devopsDevOps specialist for CI/CD pipelines, deployment debugging, and GitOps workflows focused on making deployments boring and reliableNo signals yetNo commit datelisted armory install se-gitops-ci-specialist --cli claude
1311Unrankedsecrets-managementskill · devopsSecure secrets management practices for CI/CD pipelines using Vault, AWS Secrets Manager, and other tools.No signals yetNo commit datelisted armory install secrets-management --cli claude
1312Unrankedsecurity-auditorsubagent · devopsUse this agent when conducting comprehensive security audits, compliance assessments, or risk evaluations across systems, infrastructure, and…No signals yetNo commit datelisted armory install security-auditor --cli claude
1313Unrankedsecurity-engineersubagent · devopsUse this agent when implementing comprehensive security solutions across infrastructure, building automated security controls into CI/CD pipelines, or…No signals yetNo commit datelisted armory install security-engineer --cli claude
1314Unrankedsecurity-engineer-2subagent · devopsUse this agent when implementing comprehensive security solutions across infrastructure, building automated security controls into CI/CD pipelines, or…No signals yetNo commit datelisted armory install security-engineer-2 --cli claude
1315Unrankedsecurity-orchestramcp · devopsProvides deterministic, standards-based calculations for data center critical power infrastructure. Enables site selection, generator sizing, UPS…No signals yetNo commit datelisted No one-command install · Source
1316Unrankedsenior-computer-visionskill · devopsWorld-class computer vision skill for image/video processing, object detection, segmentation, and visual AI systems. Expertise in PyTorch, OpenCV…No signals yetNo commit datelisted armory install senior-computer-vision --cli claude
1317Unrankedsenior-devopsskill · devopsComprehensive DevOps skill for CI/CD, infrastructure automation, containerization, and cloud platforms (AWS, GCP, Azure). Includes pipeline setup…No signals yetNo commit datelisted armory install senior-devops --cli claude
1318Unrankedsenior-ml-engineerskill · devopsWorld-class ML engineering skill for productionizing ML models, MLOps, and building scalable ML systems. Expertise in PyTorch, TensorFlow, model…No signals yetNo commit datelisted armory install senior-ml-engineer --cli claude
1319Unrankedseracmcp · devopsZero-knowledge, end-to-end encrypted cloud storage for AI agents, hosted on French infrastructure with RGPD compliance.No signals yetNo commit datelisted No one-command install · Source
1320Unrankedsetup-automated-releasesworkflow · devopsSetup automated release workflows with semantic versioning, conventional commits, and comprehensive automationNo signals yetNo commit datelisted armory install setup-automated-releases --cli claude
1321Unrankedsetup-ci-cd-pipelineworkflow · devopsSetup comprehensive CI/CD pipeline with automated testing, deployment, and monitoringNo signals yetNo commit datelisted armory install setup-ci-cd-pipeline --cli claude
1322Unrankedsetup-comprehensive-testingworkflow · devopsSetup complete testing infrastructure with framework configuration and CI integrationNo signals yetNo commit datelisted armory install setup-comprehensive-testing --cli claude
1323Unrankedsetup-docker-containersworkflow · devopsSetup Docker containerization with multi-stage builds and development workflowsNo signals yetNo commit datelisted armory install setup-docker-containers --cli claude
1324Unrankedsetup-kubernetes-deploymentworkflow · devopsConfigure comprehensive Kubernetes deployment with manifests, security, scaling, and production best practicesNo signals yetNo commit datelisted armory install setup-kubernetes-deployment --cli claude
1325Unrankedsg-cars-trends-backendrules · devopsProvides comprehensive structure for TypeScript monorepo projects with detailed commands for development, testing, deployment, and AWS/Cloudflare…No signals yetNo commit datelisted armory install sg-cars-trends-backend --cli claude
1326Unrankedshell-scripting-prosubagent · devopsWrite robust shell scripts with proper error handling, POSIX compliance, and automation patterns. Masters bash/zsh features, process management, and…No signals yetNo commit datelisted armory install shell-scripting-pro --cli claude
1327Unrankedskypilot-multi-cloud-orchestrationskill · devopsMulti-cloud orchestration for ML workloads with automatic cost optimization. Use when you need to run training or batch jobs across multiple clouds…No signals yetNo commit datelisted armory install skypilot-multi-cloud-orchestration --cli claude
1328Unrankedsolidity-sentinelmcp · devopsEnables static security audit of Solidity smart contracts by analyzing source code or deployed bytecode for vulnerabilities, providing risk scores and…No signals yetNo commit datelisted No one-command install · Source
1329Unrankedspeculative-decodingskill · devopsAccelerate LLM inference using speculative decoding, Medusa multiple heads, and lookahead decoding techniques. Use when optimizing inference speed…No signals yetNo commit datelisted armory install speculative-decoding --cli claude
1330Unrankedspheronfdn-spheron-protocolmcp · devopsIntegrates with Spheron Protocol SDK to deploy and manage compute resources through natural language, enabling users to configure, deploy, and monitor…No signals yetNo commit datelisted No one-command install · Source
1331Unrankedsupply-chain-guardskill · devopsDetect and remediate software supply chain attacks in npm, PyPI, crates.io, GitHub Actions, and CI/CD pipelines by scanning for known compromised…No signals yetNo commit datelisted armory install supply-chain-guard --cli claude
1332Unrankedsync-automation-setupworkflow · devopsSetup comprehensive automated synchronization workflows with monitoring and CI/CD integrationNo signals yetNo commit datelisted armory install sync-automation-setup --cli claude
1333Unrankedsynclinemcp · devopsCalendar scheduling infrastructure for AI agentsNo signals yetNo commit datelisted No one-command install · Source
1334Unrankedtdd-gatehook · devopsTest-Driven Development enforcement hook. Blocks editing production code files (.cs, .py, .ts, .go, .rs, .rb, .php, .java, .kt, .swift, .dart) unless…No signals yetNo commit datelisted armory install tdd-gate --cli claude
1335Unrankedtensorflow-deep-learningrules · devopsTensorFlow and deep learning rules for building, training, evaluating, and deploying neural network modelsNo signals yetNo commit datelisted armory install tensorflow-deep-learning --cli claude
1336Unrankedtensorrt-llmskill · devopsOptimizes LLM inference with NVIDIA TensorRT for maximum throughput and lowest latency. Use for production deployment on NVIDIA GPUs (A100/H100), when…No signals yetNo commit datelisted armory install tensorrt-llm --cli claude
1337Unrankedterraformsubagent · devopsTerraform infrastructure specialist with automated HCP Terraform workflows. Leverages Terraform MCP server for registry integration, workspace…No signals yetNo commit datelisted armory install terraform --cli claude
1338Unrankedterraform-azure-implementsubagent · devopsAct as an Azure Terraform Infrastructure as Code coding specialist that creates and reviews Terraform for Azure resources.No signals yetNo commit datelisted armory install terraform-azure-implement --cli claude
1339Unrankedterraform-azure-planningsubagent · devopsAct as implementation planner for your Azure Terraform Infrastructure as Code task.No signals yetNo commit datelisted armory install terraform-azure-planning --cli claude
1340Unrankedterraform-cloud-mcpmcp · devopsListed on mcp.so; Armory has only its name so far.No signals yetNo commit datelisted No one-command install · Source
1341Unrankedterraform-engineersubagent · devopsUse when building, refactoring, or scaling infrastructure as code using Terraform with focus on multi-cloud deployments, module architecture, and…No signals yetNo commit datelisted armory install terraform-engineer --cli claude
1342Unrankedterraform-iac-reviewersubagent · devopsTerraform-focused agent that reviews and creates safer IaC changes with emphasis on state safety, least privilege, module patterns, drift detection…No signals yetNo commit datelisted armory install terraform-iac-reviewer --cli claude
1343Unrankedterraform-specialistsubagent · devopsTerraform and Infrastructure as Code specialist. Use PROACTIVELY for Terraform modules, state management, IaC best practices, provider configurations…No signals yetNo commit datelisted armory install terraform-specialist --cli claude
1344Unrankedterraform-specialist-2skill · devopsExpert Terraform/OpenTofu specialist mastering advanced IaC automation, state management, and enterprise infrastructure patterns.No signals yetNo commit datelisted armory install terraform-specialist-2 --cli claude
1345Unrankedterragrunt-expertsubagent · devopsExpert Terragrunt specialist mastering infrastructure orchestration, DRY configurations, and multi-environment deployments. Masters stacks, units…No signals yetNo commit datelisted armory install terragrunt-expert --cli claude
1346Unrankedtest-automatorsubagent · devopsUse this agent when you need to build, implement, or enhance automated test frameworks, create test scripts, or integrate testing into CI/CD…No signals yetNo commit datelisted armory install test-automator --cli claude
1347Unrankedtest-engineersubagent · devopsTest automation and quality assurance specialist. Use PROACTIVELY for test strategy, test automation, coverage analysis, CI/CD testing, and quality…No signals yetNo commit datelisted armory install test-engineer --cli claude
1348Unrankedthenextgennexus-social-contentmcp · devopsSearch dev.to articles, Steam games, podcasts, and Eventbrite events via 4 tools hosted on the NexGenData Cloudflare Workers MCP proxy.No signals yetNo commit datelisted No one-command install · Source
1349Unrankedthenextgennexus-sportsmcp · devopsGet real-time NBA, NFL, and NHL scores and schedules via 4 tools hosted on the NexGenData Cloudflare Workers MCP proxy.No signals yetNo commit datelisted No one-command install · Source
1350Unrankedthenextgennexus-yahoo-financemcp · devopsRetrieve real-time stock market data with quote lookup, multi-stock comparison, and portfolio analysis via 3 tools hosted on a Cloudflare Workers…No signals yetNo commit datelisted No one-command install · Source
1351Unrankedthirdweb-aimcp · devopsRead/write to over 2k blockchains, enabling data querying, contract analysis/deployment, and transaction execution, powered by Thirdweb.No signals yetNo commit datelisted No one-command install · Source
1352Unrankedtorchforge-rl-trainingskill · devopsProvides guidance for PyTorch-native agentic RL using torchforge, Meta's library separating infra from algorithms. Use when you want clean RL…No signals yetNo commit datelisted armory install torchforge-rl-training --cli claude
1353Unrankedtraining-change-managersubagent · devopsPROACTIVELY USE this agent when you need to create training materials, manage organizational change, or ensure smooth system adoption. This agent MUST…No signals yetNo commit datelisted armory install training-change-manager --cli claude
1354Unrankedtrendradarmcp · devopsThis MCP server is a hot news aggregator and push assistant that supports AI analysis, multi-language translation, and rapid deployment via Docker or…No signals yetNo commit datelisted No one-command install · Source
1355Unrankeduncloudskill · devopsUse when managing an Uncloud cluster — deploying services, configuring Caddy ingress, adding static proxy routes for non-cluster devices, publishing…No signals yetNo commit datelisted armory install uncloud --cli claude
1356Unrankedunikraftinfra · devopsOpen-source unikernel framework for building minimal, single-purpose VM images for ultra-fast agent boot times.No signals yetNo commit datelisted No one-command install · Source
1357Unrankedunit-testing-test-automatorsubagent · devopsMaster AI-powered test automation with modern frameworks, self-healing tests, and comprehensive quality engineering. Build scalable testing strategies…No signals yetNo commit datelisted armory install unit-testing-test-automator --cli claude
1358Unrankedunused-code-cleanersubagent · devopsDetects and removes unused code (imports, functions, classes) across multiple languages. Use PROACTIVELY after refactoring, when removing features, or…No signals yetNo commit datelisted armory install unused-code-cleaner --cli claude
1359Unrankedvercel-ai-docs-mcpmcp · devopsListed on mcp.so; Armory has only its name so far.No signals yetNo commit datelisted No one-command install · Source
1360Unrankedvercel-auto-deployhook · devopsAutomatically trigger Vercel deployments when code changes are committed, with environment-specific deployment strategies and rollback on failure…No signals yetNo commit datelisted armory install vercel-auto-deploy --cli claude
1361Unrankedvercel-deployskill · devopsDeploy applications and websites to Vercel. Use when the user requests deployment actions like "deploy my app", "deploy and give me the link", "push…No signals yetNo commit datelisted armory install vercel-deploy --cli claude
1362Unrankedvercel-deploymentrules · devopsBest practices for Vercel deployments including serverless functions, Edge Runtime, middleware, caching, environment variables, and CI/CD…No signals yetNo commit datelisted armory install vercel-deployment --cli claude
1363Unrankedvercel-deploymentskill · devopsExpert knowledge for deploying to Vercel with Next.js Use when: vercel, deploy, deployment, hosting, production.No signals yetNo commit datelisted armory install vercel-deployment --cli claude
1364Unrankedvercel-deployment-cursorrules-prompt-filerules · devopsCursor rules for Vercel deployment including serverless functions, Edge Runtime, middleware, caching, CI/CD, and production-ready configuration.No signals yetNo commit datelisted armory install vercel-deployment-cursorrules-prompt-file --cli claude
1365Unrankedvercel-deployment-monitorrules · devopsReal-time Vercel deployment monitor with clickable deploy link. Shows build status, time since last deployment, and a clickable OSC 8 hyperlink to the…No signals yetNo commit datelisted armory install vercel-deployment-monitor --cli claude
1366Unrankedvercel-deployment-specialistsubagent · devopsExpert in Vercel platform features, edge functions, middleware, and deployment strategies. Use PROACTIVELY for Vercel deployments, performance…No signals yetNo commit datelisted armory install vercel-deployment-specialist --cli claude
1367Unrankedvercel-env-syncworkflow · devopsSynchronize environment variables between local development and Vercel deploymentsNo signals yetNo commit datelisted armory install vercel-env-sync --cli claude
1368Unrankedvercel-environment-synchook · devopsSynchronize environment variables between local development and Vercel deployments, ensuring consistency across all environments. Detects changes to…No signals yetNo commit datelisted armory install vercel-environment-sync --cli claude
1369Unrankedvercel-error-alert-systemrules · devopsIntelligent error monitoring system that tracks deployment failures and build issues. Automatically sends desktop notifications when errors are…No signals yetNo commit datelisted armory install vercel-error-alert-system --cli claude
1370Unrankedvercel-multi-env-statusrules · devopsMonitors both production and preview environments simultaneously with color-coded status indicators. Perfect for teams managing multiple deployment…No signals yetNo commit datelisted armory install vercel-multi-env-status --cli claude
1371Unrankedverrysimatupang99-aegismcp · devopsDefensive security scanning for secrets, dependency vulnerabilities, obfuscation, Docker misconfigurations, and filesystem permission issues.No signals yetNo commit datelisted No one-command install · Source
1372Unrankedvertex-configurationrules · devopsConnect Claude Code with Google Vertex AI to access Anthropic's Claude models through Google Cloud Platform. Automatically configures all available…No signals yetNo commit datelisted armory install vertex-configuration --cli claude
1373Unrankedvitas-evidramcp · devopsFlight recorder for AI infrastructure agents providing audit logging and event capture.No signals yetNo commit datelisted No one-command install · Source
1374Unrankedwindows-infra-adminsubagent · devopsUse when managing Windows Server infrastructure, Active Directory, DNS, DHCP, and Group Policy configurations, especially for enterprise-scale…No signals yetNo commit datelisted armory install windows-infra-admin --cli claude
1375Unrankedwriting-skillsskill · devopsUse when creating new skills, editing existing skills, or verifying skills work before deploymentNo signals yetNo commit datelisted armory install writing-skills --cli claude
1376Unrankedwriting-skills-2skill · devopsUse when creating new skills, editing existing skills, or verifying skills work before deploymentNo signals yetNo commit datelisted armory install writing-skills-2 --cli claude
1377Unrankedzero-config-deployment-monitorrules · devopsAuto-detecting Vercel deployment monitor with zero configuration required. Automatically discovers your Vercel auth token from CLI config (macOS…No signals yetNo commit datelisted armory install zero-config-deployment-monitor --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.

Leaderboard · Armory