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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
1201Unrankedfirefly-iii-mcp-server-2mcp · devopsEnables AI assistants to interact with a Firefly III personal finance instance via the Model Context Protocol, supporting account management…No signals yetNo commit datelisted No one-command install · Source
1202Unrankedflippertalkmcp · devopsTalk to your Flipper Zero from Claude Code — or any MCP client. Storage, app deployment, screen capture, button automation, JavaScript execution on…No signals yetNo commit datelisted No one-command install · Source
1203Unrankedflutter-expert-2skill · devopsMaster Flutter development with Dart 3, advanced widgets, and multi-platform deployment.No signals yetNo commit datelisted armory install flutter-expert-2 --cli claude
1204Unrankedfly-ioinfra · devopsDeploy full-stack apps and long-running agent processes globally via Firecracker microVMs close to users.No signals yetNo commit datelisted No one-command install · Source
1205Unrankedfreegamestore-mcpmcp · devopsEnables building, publishing, and improving PWA games from your editor by scaffolding games, updating files, and auto-deploying to a live URL.No signals yetNo commit datelisted No one-command install · Source
1206Unrankedfriday-deploy-warningrules · devopsReplaces the default spinner verbs with a humorous 'Don't Deploy On Fridays' reminder. Every time Claude is thinking, the spinner will display this…No signals yetNo commit datelisted armory install friday-deploy-warning --cli claude
1207Unrankedfull-stack-orchestration-deployment-engineersubagent · devopsExpert deployment engineer specializing in modern CI/CD pipelines, GitOps workflows, and advanced deployment automation. Masters GitHub Actions…No signals yetNo commit datelisted armory install full-stack-orchestration-deployment-engineer --cli claude
1208Unrankedgetrelove-captcha-solvermcp · devopsCloudflare Turnstile CAPTCHA solver for AI agents — $0.002 per solve, 100 free on signup, P95 under 2.2 seconds.No signals yetNo commit datelisted No one-command install · Source
1209Unrankedgguf-quantizationskill · devopsGGUF format and llama.cpp quantization for efficient CPU/GPU inference. Use when deploying models on consumer hardware, Apple Silicon, or when needing…No signals yetNo commit datelisted armory install gguf-quantization --cli claude
1210Unrankedgithub-actions-creatorskill · devopsUse when the user wants to create, generate, or set up a GitHub Actions workflow. Handles CI/CD pipelines, testing, deployment, linting, security…No signals yetNo commit datelisted armory install github-actions-creator --cli claude
1211Unrankedgithub-actions-templatesskill · devopsProduction-ready GitHub Actions workflow patterns for testing, building, and deploying applications.No signals yetNo commit datelisted armory install github-actions-templates --cli claude
1212Unrankedgitops-workflowskill · devopsComplete guide to implementing GitOps workflows with ArgoCD and Flux for automated Kubernetes deployments.No signals yetNo commit datelisted armory install gitops-workflow --cli claude
1213Unrankedgke-basicsskill · devopsPlans, creates, and configures production-ready Google Kubernetes Engine (GKE) clusters using the golden path Autopilot configuration. Covers…No signals yetNo commit datelisted armory install gke-basics --cli claude
1214Unrankedgvisorinfra · devopsGoogle-open-sourced application kernel providing a sandboxed container runtime for untrusted agent code.No signals yetNo commit datelisted No one-command install · Source
1215Unrankedhavliomcp · devopsSelf-hosted PaaS MCP server providing a write-capable control plane with over 100 tools to deploy, roll back, manage domains, and administer…No signals yetNo commit datelisted No one-command install · Source
1216Unrankedhealthcare-eval-harnessskill · devopsPatient safety evaluation harness for healthcare application deployments. Automated test suites for CDSS accuracy, PHI exposure, clinical workflow…No signals yetNo commit datelisted armory install healthcare-eval-harness --cli claude
1217Unrankedhelm-chart-scaffoldingskill · devopsComprehensive guidance for creating, organizing, and managing Helm charts for packaging and deploying Kubernetes applications.No signals yetNo commit datelisted armory install helm-chart-scaffolding --cli claude
1218Unrankedhistorismcp · devopsEvent tracking infrastructure for AI agents with automatic organization of client interactions, persons, and tags.No signals yetNo commit datelisted No one-command install · Source
1219Unrankedhotfix-deployworkflow · devopsDeploy critical hotfixes with emergency procedures, validation, and rollback capabilitiesNo signals yetNo commit datelisted armory install hotfix-deploy --cli claude
1220Unrankedhqq-quantizationskill · devopsHalf-Quadratic Quantization for LLMs without calibration data. Use when quantizing models to 4/3/2-bit precision without needing calibration datasets…No signals yetNo commit datelisted armory install hqq-quantization --cli claude
1221Unrankedhybrid-cloud-architectsubagent · devopsExpert hybrid cloud architect specializing in complex multi-cloud solutions across AWS/Azure/GCP/OCI and private clouds (OpenStack/VMware). Masters…No signals yetNo commit datelisted armory install hybrid-cloud-architect --cli claude
1222Unrankedincident-respondersubagent · devopsUse this agent when an active security breach, service outage, or operational incident requires immediate response, evidence preservation, and…No signals yetNo commit datelisted armory install incident-responder --cli claude
1223Unrankedinfraveil-mcp-servermcp · devopsA hardened, self-hosted MCP server that lets AI agents query and govern an Infraveil control plane in-loop, reading state and filing…No signals yetNo commit datelisted No one-command install · Source
1224Unrankedio-aerospace-software-community-mcp-servermcp · devops/🏠 🐧 - IO Aerospace MCP Server: a .NET-based MCP server for aerospace & astrodynamics — ephemeris, orbital conversions, DSS tools, time conversions…No signals yetNo commit datelisted No one-command install · Source
1225Unrankedk8s-lens-mcpmcp · devopsEnables natural language Kubernetes operations, including smart resource queries, pod root-cause analysis, cross-environment diffs, and manifest…No signals yetNo commit datelisted No one-command install · Source
1226Unrankedk8s-manifestworkflow · devopsKubernetes Manifest GenerationNo signals yetNo commit datelisted armory install k8s-manifest --cli claude
1227Unrankedkaspi-merchant-mcpmcp · devopsEnables managing Kaspi Marketplace orders through AI assistants, including listing, accepting, completing, and canceling orders, with real-time…No signals yetNo commit datelisted No one-command install · Source
1228Unrankedkata-containersinfra · devopsLightweight VMs that combine container speed with VM-level security isolation for agent runtime workloads.No signals yetNo commit datelisted No one-command install · Source
1229Unrankedkiarash-portfolio-mcpmcp · devopsWebMCP-enabled portfolio with Ed25519 signed discovery. AI agents can query projects, skills, and execute terminal commands. Built on Cloudflare Pages…No signals yetNo commit datelisted No one-command install · Source
1230Unrankedkloudlemcp · devopsAutomated cloud security scanner detecting 380+ misconfigurations across AWS, GCP, Azure, and Kubernetes.No signals yetNo commit datelisted No one-command install · Source
1231Unrankedkubernetesinfra · devopsIndustry-standard container orchestration system for deploying, scaling, and managing agent workload fleets.No signals yetNo commit datelisted No one-command install · Source
1232Unrankedkubernetes-architectskill · devopsExpert Kubernetes architect specializing in cloud-native infrastructure, advanced GitOps workflows (ArgoCD/Flux), and enterprise container…No signals yetNo commit datelisted armory install kubernetes-architect --cli claude
1233Unrankedkubernetes-operations-kubernetes-architectsubagent · devopsExpert Kubernetes architect specializing in cloud-native infrastructure, advanced GitOps workflows (ArgoCD/Flux), and enterprise container…No signals yetNo commit datelisted armory install kubernetes-operations-kubernetes-architect --cli claude
1234Unrankedkubernetes-specialistsubagent · devopsUse this agent when you need to design, deploy, configure, or troubleshoot Kubernetes clusters and workloads in production environments.No signals yetNo commit datelisted armory install kubernetes-specialist --cli claude
1235Unrankedkubestellar-consolerules · devopsKubeStellar Console — Multi-cluster Kubernetes dashboard development rulesNo signals yetNo commit datelisted armory install kubestellar-console --cli claude
1236Unrankedlambda-labs-gpu-cloudskill · devopsReserved and on-demand GPU cloud instances for ML training and inference. Use when you need dedicated GPU instances with simple SSH access, persistent…No signals yetNo commit datelisted armory install lambda-labs-gpu-cloud --cli claude
1237Unrankedlaravel-verificationskill · devops"Verification loop for Laravel projects: env checks, linting, static analysis, tests with coverage, security scans, and deployment readiness."No signals yetNo commit datelisted armory install laravel-verification --cli claude
1238Unrankedlatency-critical-systemsskill · devopsUse for latency-sensitive systems such as realtime dashboards, market data, streaming agents, execution gateways, queues, caches, or HFT-like…No signals yetNo commit datelisted armory install latency-critical-systems --cli claude
1239Unrankedlegal-advisor-2subagent · devopsUse this agent when you need to draft contracts, review compliance requirements, develop IP protection strategies, or assess legal risks for…No signals yetNo commit datelisted armory install legal-advisor-2 --cli claude
1240Unrankedlicense-engineersubagent · devopsUse this agent when architecting, implementing, or optimizing end-to-end legal licensing systems—from OSI standard selection and dependency compliance…No signals yetNo commit datelisted armory install license-engineer --cli claude
1241Unrankedlife-hub-mcpmcp · devopsEnables deployment of a remote MCP server on Cloudflare Workers without authentication, allowing connection to AI Playground or Claude Desktop.No signals yetNo commit datelisted No one-command install · Source
1242Unrankedlinux-remote-mcpmcp · devopsEnables AI agents to remotely control Linux machines via SSH with 35 tools for session management, file transfer, system administration, Docker, and…No signals yetNo commit datelisted No one-command install · Source
1243Unrankedliquidmetal-raindropmcp · devopsTransforms Claude Code into a complete infrastructure development platform by providing structured workflows for building, deploying, and managing…No signals yetNo commit datelisted No one-command install · Source
1244Unrankedllamaguardskill · devopsMeta's 7-8B specialized moderation model for LLM input/output filtering. 6 safety categories - violence/hate, sexual content, weapons, substances…No signals yetNo commit datelisted armory install llamaguard --cli claude
1245Unrankedllm-architectsubagent · devopsUse when designing LLM systems for production, implementing fine-tuning or RAG architectures, optimizing inference serving infrastructure, or managing…No signals yetNo commit datelisted armory install llm-architect --cli claude
1246Unrankedlordbasilaiassistant-sudo-thryx-portfoliomcp · devopsRead-only access to the THRYX onchain portfolio — 14 smart contracts deployed on Base mainnet.No signals yetNo commit datelisted No one-command install · Source
1247Unrankedmachine-learning-engineersubagent · devopsUse this agent when you need to deploy, optimize, or serve machine learning models at scale in production environments.No signals yetNo commit datelisted armory install machine-learning-engineer --cli claude
1248Unrankedmalware-analystsubagent · devopsExpert malware analyst specializing in defensive malware research, threat intelligence, and incident response. Masters sandbox analysis, behavioral…No signals yetNo commit datelisted armory install malware-analyst --cli claude
1249Unrankedmasaro-infra-mcpmcp · devopsA secure MCP server providing read-only tools to interact with Cloudflare, Coolify, and other infrastructure services, enabling AI clients to safely…No signals yetNo commit datelisted No one-command install · Source
1250Unrankedmbrassey-solenticmcp · devopsNative Solana staking infrastructure for AI agents — 18 MCP tools for stake, unstake, withdraw, simulate, and verify. Zero custody, unsigned…No signals yetNo commit datelisted No one-command install · Source
1251Unrankedmcp-ai-infra-real-time-agentmcp · devopsListed on mcp.so; Armory has only its name so far.No signals yetNo commit datelisted No one-command install · Source
1252Unrankedmcp-infra-readonlymcp · devopsA read-only MCP server that gives Claude Code secure, non-invasive access to infrastructure logs, service status, metrics, Ansible facts, and Docker…No signals yetNo commit datelisted No one-command install · Source
1253Unrankedmcp-local-fastmcp-servermcp · devopsA FastMCP server providing web search, scraping, image extraction, and mail placeholders, with persistent storage and Docker deployment.No signals yetNo commit datelisted No one-command install · Source
1254Unrankedmcp-vercelmcp · devopsListed on mcp.so; Armory has only its name so far.No signals yetNo commit datelisted No one-command install · Source
1255Unrankedmcp-with-nuxt-vercelmcp · devopsListed on mcp.so; Armory has only its name so far.No signals yetNo commit datelisted No one-command install · Source
1256Unrankedmcp-wp-cli-terminusmcp · devopsEnables AI agents to run WP-CLI commands on WordPress sites, including byte-faithful post and meta copying with checksum verification, over local…No signals yetNo commit datelisted No one-command install · Source
1257Unrankedmcpo-docker-usemcp · devopsListed on mcp.so; Armory has only its name so far.No signals yetNo commit datelisted No one-command install · Source
1258Unrankedmicrosoft-study-modesubagent · devopsActivate your personal Microsoft/Azure tutor - learn through guided discovery, not just answers.No signals yetNo commit datelisted armory install microsoft-study-mode --cli claude
1259Unrankedml-engineersubagent · devopsUse this agent when building production ML systems requiring model training pipelines, model serving infrastructure, performance optimization, and…No signals yetNo commit datelisted armory install ml-engineer --cli claude
1260Unrankedmle-workflowskill · devopsProduction machine-learning engineering workflow for data contracts, reproducible training, model evaluation, deployment, monitoring, and rollback…No signals yetNo commit datelisted armory install mle-workflow --cli claude
1261Unrankedmlflowskill · devopsTrack ML experiments, manage model registry with versioning, deploy models to production, and reproduce experiments with MLflow - framework-agnostic…No signals yetNo commit datelisted armory install mlflow --cli claude
1262Unrankedmlops-engineersubagent · devopsUse this agent when you need to design and implement ML infrastructure, set up CI/CD for machine learning models, establish model versioning systems…No signals yetNo commit datelisted armory install mlops-engineer --cli claude
1263Unrankedmodel-mergingskill · devopsMerge multiple fine-tuned models using mergekit to combine capabilities without retraining. Use when creating specialized models by blending…No signals yetNo commit datelisted armory install model-merging --cli claude
1264Unrankedmorph-cloudinfra · devopsHypervisor-level snapshotting cloud for agent inference: fork and snapshot VM state for fast agent branching.No signals yetNo commit datelisted No one-command install · Source
1265Unrankedneo4j-docker-client-generatorsubagent · devopsAI agent that generates simple, high-quality Python Neo4j client libraries from GitHub issues with proper best practicesNo signals yetNo commit datelisted armory install neo4j-docker-client-generator --cli claude
1266Unrankednetlify-deployskill · devopsDeploy web projects to Netlify using the Netlify CLI (`npx netlify`). Use when the user asks to deploy, host, publish, or link a site/repo on Netlify…No signals yetNo commit datelisted armory install netlify-deploy --cli claude
1267Unrankednetwork-config-validationskill · devopsPre-deployment checks for router and switch configuration, including dangerous commands, duplicate addresses, subnet overlaps, stale references…No signals yetNo commit datelisted armory install network-config-validation --cli claude
1268Unrankednode-code-sandbox-mcpmcp · devopsListed on mcp.so; Armory has only its name so far.No signals yetNo commit datelisted No one-command install · Source
1269Unrankedopenclaw-directmcp · devopsDeploy, monitor, and manage OpenClaw AI assistant instances via natural language.No signals yetNo commit datelisted No one-command install · Source
1270Unrankedopenclaw-health-mcpmcp · devopsMonitor OpenClaw deployment health: gateway, resources, errors, skills, upgrades, and disk utilization.No signals yetNo commit datelisted No one-command install · Source
1271Unrankedopenclaw-skill-vetter-mcpmcp · devopsSecurity-vet third-party AI agent extensions using 41 detection rules before deployment.No signals yetNo commit datelisted No one-command install · Source
1272Unrankedopenpumpmcp · devopsSolana trading infrastructure for pump.fun token operations including token creation, multi-wallet bundle trading via Jito MEV bundles, portfolio…No signals yetNo commit datelisted No one-command install · Source
1273Unrankedovhcloudmcp · devopsManage OVHcloud infrastructures, services and accountsNo signals yetNo commit datelisted No one-command install · Source
1274Unrankedoxinion-finance-mcpmcp · devopsA remote MCP server deployed on Cloudflare Workers without authentication, enabling custom tool integration and connection to AI Playground or Claude…No signals yetNo commit datelisted No one-command install · Source
1275Unrankedperformance-testing-review-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 performance-testing-review-test-automator --cli claude
1276Unrankedpicahq-mcpmcp · devopsOne MCP for all your integrations — powered by [Pica](https://www.picaos.com), the infrastructure for intelligent, collaborative agents.No signals yetNo commit datelisted No one-command install · Source
1277Unrankedplatform-sre-kubernetessubagent · devopsSRE-focused Kubernetes specialist prioritizing reliability, safe rollouts/rollbacks, security defaults, and operational verification for…No signals yetNo commit datelisted armory install platform-sre-kubernetes --cli claude
1278Unrankedpocketbase-deployskill · devopsProduction deployment for PocketBase. Use when deploying PocketBase to a server, setting up Docker, configuring systemd, reverse proxy (nginx/Caddy)…No signals yetNo commit datelisted armory install pocketbase-deploy --cli claude
1279Unrankedpowershell-5-1-expertsubagent · devopsUse when automating Windows infrastructure tasks requiring PowerShell 5.1 scripts with RSAT modules for Active Directory, DNS, DHCP, GPO management…No signals yetNo commit datelisted armory install powershell-5-1-expert --cli claude
1280Unrankedpowershell-7-expertsubagent · devopsUse when building cross-platform cloud automation scripts, Azure infrastructure orchestration, or CI/CD pipelines requiring PowerShell 7+ with modern…No signals yetNo commit datelisted armory install powershell-7-expert --cli claude
1281Unrankedprepare-releaseworkflow · devopsPrepare and validate release packages with comprehensive testing, documentation, and automationNo signals yetNo commit datelisted armory install prepare-release --cli claude
1282Unrankedproject-template-managersubagent · devopsPROACTIVELY USE this agent when starting new projects that require comprehensive agent ecosystems deployed quickly, especially for common project…No signals yetNo commit datelisted armory install project-template-manager --cli claude
1283Unrankedproject-workflow-systemworkflow · devopsA set of commands that provide a comprehensive workflow system for managing projects, including task management, code review, and deployment…No signals yetNo commit datelisted No one-command install · Source
1284Unrankedpulsemcp-hatchboxmcp · devopsIntegrates with Hatchbox's hosting platform to manage Rails application environment variables, trigger deployments via webhooks, and read deployed…No signals yetNo commit datelisted No one-command install · Source
1285Unrankedpulsemcp-vercelmcp · devopsLocal stdio integration for managing Vercel deployments, viewing build logs, and monitoring runtime application logs.No signals yetNo commit datelisted No one-command install · Source
1286Unrankedpulumimcp · devopsManage infrastructure as code through Pulumi Cloud with AI-powered task delegation to Pulumi NeoNo signals yetNo commit datelisted No one-command install · Source
1287Unrankedpydantic-pydantic-ai-mcp-run-pythonmcp · devopsRun Python code in a secure sandbox via MCP tool callsNo signals yetNo commit datelisted No one-command install · Source
1288Unrankedpyhealthskill · devopsComprehensive healthcare AI toolkit for developing, testing, and deploying machine learning models with clinical data. This skill should be used when…No signals yetNo commit datelisted armory install pyhealth --cli claude
1289Unrankedpython-devops-ci-cd-expertsubagent · devopsSpecialized agent for Python DevOps, CI/CD, deployment automation, containerization, and infrastructure as codeNo signals yetNo commit datelisted armory install python-devops-ci-cd-expert --cli claude
1290Unrankedqoverymcp · devopsDeploy apps and manage Kubernetes on AWS, GCP, Azure, and on-premise with natural language.No signals yetNo commit datelisted No one-command install · Source
1291Unrankedquantifymemcp · devopsGenerate and deploy algorithmic trading strategies using natural language — free trial, no account required.No signals yetNo commit datelisted No one-command install · Source
1292Unrankedqwen-harness-mcpmcp · devopsExposes Qwen AI Token Plan's harness tools (web search, web extraction, code interpreter, text-to-image, and image-to-image search) as MCP tools. It…No signals yetNo commit datelisted No one-command install · Source
1293Unrankedrailway-deployskill · devopsDeploy code to Railway using "railway up". Use when user wants to push code, says "railway up", "deploy", "ship", or "push". For initial setup or…No signals yetNo commit datelisted armory install railway-deploy --cli claude
1294Unrankedrailway-environmentskill · devopsQuery, stage, and apply configuration changes for Railway environments. Use for ANY variable or env var operations, service configuration (source…No signals yetNo commit datelisted armory install railway-environment --cli claude
1295Unrankedrailway-projectsskill · devopsList, switch, and configure Railway projects. Use when user wants to list all projects, switch projects, rename a project, enable/disable PR deploys…No signals yetNo commit datelisted armory install railway-projects --cli claude
1296Unrankedrailway-statusskill · devopsCheck current Railway project status for this directory. Use when user asks "railway status", "is it running", "what's deployed", "deployment status"…No signals yetNo commit datelisted armory install railway-status --cli claude
1297Unrankedrecipe-deploy-apps-scriptworkflow · devopsPush local files to a Google Apps Script project.No signals yetNo commit datelisted armory install recipe-deploy-apps-script --cli claude
1298Unrankedremote-mcp-mem0mcp · devopsA remote MCP server deployed on Cloudflare Workers that integrates with Mem0 to provide memory writing and retrieval tools, compatible with SSE and…No signals yetNo commit datelisted No one-command install · Source
1299Unrankedremote-mcp-server-authlessmcp · devopsEnables deploying a remote MCP server on Cloudflare Workers without authentication, allowing connection from Cloudflare AI Playground or Claude…No signals yetNo commit datelisted No one-command install · Source
1300Unrankedremote-mcp-server-noauthmcp · devopsDeploy a remote MCP server on Cloudflare Workers without authentication, enabling custom tools and connections to AI Playground or Claude Desktop.No signals yetNo commit datelisted 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.

Leaderboard · Armory