Leaderboard
Scored on public signals; components with none are listed as Unranked · Formula
Component
Domain
Vertical
| Rank | Score | Component | Description | Evidence | Last commit | Install |
|---|---|---|---|---|---|---|
| 1001 | Unranked | systemkernelmcpmcp · devops | Provides 180+ tools for full system control including terminal, Git, Docker, Kubernetes, VMs, BIOS, kernel, cybersecurity, AI, and cloud, designed to… | No signals yet | No one-command install · Source | |
| 1002 | Unranked | demo-stmcp · devops | Enables deploying static websites to a subdomain on demo.st, with tools for subdomain reservation, zip upload, and content management. | No signals yet | No one-command install · Source | |
| 1003 | Unranked | cubancodepath-nanobananamcp · devops | AI image generation and editing powered by Google Gemini with local and remote deployment. | No signals yet | No one-command install · Source | |
| 1004 | Unranked | brave-search-mcp-cloudflaremcp · devops | Remote Brave Search wrapper deployed as a Cloudflare Worker with Durable Objects and optional Zero Trust auth. | No signals yet | No one-command install · Source | |
| 1005 | Unranked | mcp-tfstate-readermcp · devops | A local MCP server that parses Terraform .tfstate files and lets AI agents audit enterprise infrastructure for security misconfigurations without… | No signals yet | No one-command install · Source | |
| 1006 | Unranked | contentstack-app-mcp-remote-servermcp · devops | Enables remote access to Contentstack App MCP tools over HTTP, deployable to platforms like Vercel or Contentstack Launch. | No signals yet | No one-command install · Source | |
| 1007 | Unranked | remote-mcp-server-authless-6mcp · devops | Deploy a remote MCP server on Cloudflare Workers without authentication, enabling connection from AI Playground and Claude Desktop. | No signals yet | No one-command install · Source | |
| 1008 | Unranked | remote-mcp-server-authless-7mcp · devops | Enables deploying a remote MCP server on Cloudflare Workers without authentication, allowing MCP tools to be used from clients like Cloudflare AI… | No signals yet | No one-command install · Source | |
| 1009 | Unranked | azure-platform-engineering-mcp-servermcp · devops | Provides AI agents with real-time access to live Azure infrastructure, including AKS cluster health, resource management, policy validation, and… | No signals yet | No one-command install · Source | |
| 1010 | Unranked | remote-mcp-server-authless-10mcp · devops | Deploy a remote MCP server on Cloudflare Workers without authentication, allowing you to create custom tools and connect to MCP clients like Claude… | No signals yet | No one-command install · Source | |
| 1011 | Unranked | gh-isgudtek-mycrabmcp · devops | Instant public HTTPS URLs via Cloudflare Tunnels for AI agents with optional permanent subdomains. | No signals yet | No one-command install · Source | |
| 1012 | Unranked | kubernetes-mcpmcp · devops | MCP server that gives AI assistants full access to Kubernetes clusters and Helm, exposing 73 tools for managing pods, deployments, services, configs… | No signals yet | No one-command install · Source | |
| 1013 | Unranked | remote-mcp-server-authless-16mcp · devops | Deploys a remote MCP server on Cloudflare Workers without authentication, enabling custom tools and connections to clients like Claude Desktop and… | No signals yet | No one-command install · Source | |
| 1014 | Unranked | remote-mcp-server-authless-15mcp · devops | Allows deploying a remote MCP server on Cloudflare Workers without authentication, enabling easy connection to MCP clients like Cloudflare AI… | No signals yet | No one-command install · Source | |
| 1015 | Unranked | tomcat-mcpmcp · devops | Enables AI-assisted management of Apache Tomcat, including start/stop, WAR deployment, log analysis, thread and heap dumps, and diagnostics. | No signals yet | No one-command install · Source | |
| 1016 | Unranked | project-scaffoldmcp · devops | An MCP server that scaffolds full-stack projects with consistent structure, Docker setup, CI/CD pipelines, and database configuration. | No signals yet | No one-command install · Source | |
| 1017 | Unranked | subfeedmcp · devops | Cloud platform for AI agents to register, build, and deploy other agents autonomously. | No signals yet | No one-command install · Source | |
| 1018 | Unranked | remote-mcp-server-authless-13mcp · devops | Deploys a remote MCP server on Cloudflare Workers without authentication, allowing connection to AI Playground or Claude Desktop. | No signals yet | No one-command install · Source | |
| 1019 | Unranked | web-search-mcp-server-authlessmcp · devops | Deployable remote MCP server on Cloudflare Workers without authentication, enabling custom tool integration with AI Playground and Claude Desktop. | No signals yet | No one-command install · Source | |
| 1020 | Unranked | testing-bank-mcpmcp · devops | An MCP router that connects to multiple PagerDuty sandbox environments for testing integrations like PD+Teams, PD+Jira, and more. | No signals yet | No one-command install · Source | |
| 1021 | Unranked | remote-mcp-server-authless-020226mcp · devops | Allows you to deploy a remote MCP server without authentication on Cloudflare Workers. | No signals yet | No one-command install · Source | |
| 1022 | Unranked | e2b-mcp-servermcp · devops | Production-grade MCP server that enables AI assistants to execute code securely in isolated E2B sandboxes. | No signals yet | No one-command install · Source | |
| 1023 | Unranked | stackwiz-mcp-servermcp · devops | An AI-powered MCP server for managing Docker infrastructure, enabling creation, deployment, and lifecycle management of containerized services with… | No signals yet | No one-command install · Source | |
| 1024 | Unranked | cloudflare-remote-mcp-server-authlessmcp · devops | Deploy a remote MCP server on Cloudflare Workers without authentication. Customize tools in the init() method and connect to Claude Desktop or… | No signals yet | No one-command install · Source | |
| 1025 | Unranked | mcp-pickleballmcp · devops | Enables deployment of a remote MCP server on Cloudflare Workers without authentication, allowing connection from AI Playground and Claude Desktop. | No signals yet | No one-command install · Source | |
| 1026 | Unranked | mcp-stdio-webhook-servermcp · devops | A lightweight MCP server that accepts event envelopes, maps them to configurable tools, and supports STDIO transport with Docker deployment. | No signals yet | No one-command install · Source | |
| 1027 | Unranked | coolify-mcp-server-2mcp · devops | Manages Coolify self-hosted PaaS infrastructure through AI assistants, enabling deployment, database management, and server operations via natural… | No signals yet | No one-command install · Source | |
| 1028 | Unranked | ruashots-coolifymcp · devops | Integrates with Coolify's self-hosted PaaS platform to manage applications, databases, services, servers, and deployments through Git repositories… | No signals yet | No one-command install · Source | |
| 1029 | Unranked | gitlab-mcp-glabmcp · devops | Provides GitLab issue and CI/CD management tools using the glab CLI, with reduced context token usage compared to the official GitLab MCP. | No signals yet | No one-command install · Source | |
| 1030 | Unranked | adrianmikula-dev-env-sentinelmcp · devops | Monitors development environment health across Java, JavaScript, Python, C#, and Docker ecosystems by comparing source timestamps against build… | No signals yet | No one-command install · Source | |
| 1031 | Unranked | workflow-compliance-enforcermcp · devops | Enforces client-mandated development workflows with audit trails, state persistence, and compliance reporting. Provides tools for issue tracking… | No signals yet | No one-command install · Source | |
| 1032 | Unranked | remote-mcp-server-authless-8mcp · devops | Enables deploying a remote MCP server on Cloudflare Workers without authentication, supporting custom tools and integration with MCP clients like… | No signals yet | No one-command install · Source | |
| 1033 | Unranked | mcp-server-mail-agentmcp · devops | Multi-account email management server supporting IMAP, Gmail, and Outlook with a unified inbox, security-first design, and Docker-ready deployment. | No signals yet | No one-command install · Source | |
| 1034 | Unranked | foundry-sandbox-mcpmcp · devops | A Docker-based MCP server that enables AI to securely run Foundry test commands in isolated containers, with automatic dependency management and… | No signals yet | No one-command install · Source | |
| 1035 | Unranked | argocd-mcp-servermcp · devops | A Model Context Protocol (MCP) server for integrating ArgoCD GitOps continuous delivery tool with GenAI applications, enabling intelligent Kubernetes… | No signals yet | No one-command install · Source | |
| 1036 | Unranked | asklokesh-argocdmcp · devops | Integrates with ArgoCD for GitOps continuous delivery and Kubernetes application management. | No signals yet | No one-command install · Source | |
| 1037 | Unranked | remote-mcp-server-authlesssmcp · devops | A remote MCP server deployed on Cloudflare Workers without authentication, enabling tool usage via SSE and connections to AI Playground or Claude… | No signals yet | No one-command install · Source | |
| 1038 | Unranked | sec-edgar-filings-mcp-server-2mcp · devops | Enables AI assistants to download, convert (HTML to PDF), and parse SEC EDGAR filings into Markdown, supporting filing types like 8-K, 10-Q, 10-K, and… | No signals yet | No one-command install · Source | |
| 1039 | Unranked | remote-mcp-server-on-cloudflaremcp · devops | Deploys a remote MCP server on Cloudflare Workers without authentication, allowing custom tool definitions and connection from MCP clients like Claude… | No signals yet | No one-command install · Source | |
| 1040 | Unranked | remote-mcp-server-authless-9mcp · devops | A remote MCP server deployable on Cloudflare Workers without authentication, enabling custom tool definitions and connections via SSE to clients like… | No signals yet | No one-command install · Source | |
| 1041 | Unranked | symbiotic-securitymcp · devops | Security scanning and vulnerability analysis for code and infrastructure | No signals yet | No one-command install · Source | |
| 1042 | Unranked | github-actions-mcpmcp · devops | Analyzes GitHub Actions workflows and performance, helping identify bottlenecks, failures, and optimization opportunities in CI/CD pipelines. | No signals yet | No one-command install · Source | |
| 1043 | Unranked | remote-mcp-server-authless-14mcp · devops | Deploys a remote MCP server on Cloudflare Workers without authentication, enabling tool usage via SSE from AI Playground or local clients like Claude… | No signals yet | No one-command install · Source | |
| 1044 | Unranked | local-devops-mcpmcp · devops | Enables AI assistants to interact with local Docker containers, Kubernetes clusters, and system logs using the Model Context Protocol. | No signals yet | No one-command install · Source | |
| 1045 | Unranked | tvmaze-remote-mcp-server-authlessmcp · devops | Deploy a remote MCP server on Cloudflare Workers without authentication. Enables adding custom tools and connecting to Cloudflare AI Playground or… | No signals yet | No one-command install · Source | |
| 1046 | Unranked | project-planner-mcp-servermcp · devops | A remote MCP server template for Cloudflare Workers that enables deploying custom tools without authentication and connecting to MCP clients like… | No signals yet | No one-command install · Source | |
| 1047 | Unranked | open-reddit-mcp-servermcp · devops | A remote MCP server with GitHub OAuth deployed on Cloudflare Workers, providing math, GitHub user info, and image generation tools. | No signals yet | No one-command install · Source | |
| 1048 | Unranked | justrunmy-appmcp · devops | Lets your AI coding assistant deploy and manage apps directly | No signals yet | No one-command install · Source | |
| 1049 | Unranked | theta-mcpmcp · devops | A comprehensive sales automation platform combining Model Context Protocol (MCP) server with Gemini AI voice interface, featuring 13+ integrated sales… | No signals yet | No one-command install · Source | |
| 1050 | Unranked | thanhdeptr-k8s-ai-assistantmcp · devops | Integrates with Kubernetes clusters through kubectl and Helm to provide unified resource management, diagnostics, and operations with configurable… | No signals yet | No one-command install · Source | |
| 1051 | Unranked | huoshui-file-convertermcp · devops | Document format converter with sandboxed security for Markdown, DOCX, HTML, PDF, and TXT files | No signals yet | No one-command install · Source | |
| 1052 | Unranked | weather-servermcp · devops | A simple MCP server that provides weather tools, deployable with Docker, and designed to be used with Claude Desktop via a WSL bridge. | No signals yet | No one-command install · Source | |
| 1053 | Unranked | tmd-weather-mcp-servermcp · devops | Provides weather data from the Thai Meteorological Department (TMD) with tools for querying stations, weather by province, and summaries, deployable… | No signals yet | No one-command install · Source | |
| 1054 | Unranked | mohdhaji87-aws-bedrock-guardrailsmcp · devops | Provides complete AWS Bedrock Guardrails management with full CRUD operations for all policy types including content filtering, topic restrictions… | No signals yet | No one-command install · Source | |
| 1055 | Unranked | cloudflare-edge-servicesmcp · devops | Provides image generation, URL content extraction, and web search capabilities through Cloudflare Workers deployed globally on edge networks for high… | No signals yet | No one-command install · Source | |
| 1056 | Unranked | mcp-python-interpreter-with-dockermcp · devops | Enables executing Python code, managing environments and packages, and performing file operations within Docker containers. | No signals yet | No one-command install · Source | |
| 1057 | Unranked | simplecalculator-mcp-servermcp · devops | Enables arithmetic operations (add, subtract, multiply, divide) through a custom Model Context Protocol implementation, containerized with Docker for… | No signals yet | No one-command install · Source | |
| 1058 | Unranked | cosmwasm-blockchainmcp · devops | Bridges with CosmWasm-based blockchains using cw-orchestrator, enabling querying contract state, executing transactions, checking balances, and… | No signals yet | No one-command install · Source | |
| 1059 | Unranked | n0safe-grafanamcp · devops | Connects AI systems to Grafana monitoring dashboards, enabling access to visualization data, dashboards, folders, and datasources for enhanced… | No signals yet | No one-command install · Source | |
| 1060 | Unranked | web-crawlermcp · devops | Enables web crawling capabilities for extracting website content in markdown format, containerized with Docker for easy deployment on Render.com and… | No signals yet | No one-command install · Source | |
| 1061 | Unranked | wangrzneu-ucloudmcp · devops | Provides a bridge to the UCloud cloud computing platform, enabling developers to interact with cloud infrastructure through standardized tools for… | No signals yet | No one-command install · Source | |
| 1062 | Unranked | n8n-workflowmcp · devops | Enables AI assistants to execute n8n workflows directly via WebSocket, creating a bridge between conversation context and n8n's workflow engine in a… | No signals yet | No one-command install · Source | |
| 1063 | Unranked | add-changelogworkflow · devops | Generate and maintain project changelog with Keep a Changelog format | No signals yet | No commit datelisted | armory install add-changelog --cli claude |
| 1064 | Unranked | agent-mcp-tools-1mcp · devops | An MCP server starter for ticket ordering, offering a timeslots resource and an order_tickets tool via Streamable HTTP, deployable to AWS Lambda. | No signals yet | No commit datelisted | No one-command install · Source |
| 1065 | Unranked | agentsbasemcp · devops | Email infrastructure for AI agents — create mailboxes, send and receive email, and extract verification codes. | No signals yet | No commit datelisted | No one-command install · Source |
| 1066 | Unranked | agentsphere-cloud-sandboxesmcp · devops | Connect to isolated cloud sandboxes - purpose-built to execute AI-generated code and handle files securely. | No signals yet | No commit datelisted | No one-command install · Source |
| 1067 | Unranked | ai-engineersubagent · devops | Use this agent when architecting, implementing, or optimizing end-to-end AI systems—from model selection and training pipelines to production… | No signals yet | No commit datelisted | armory install ai-engineer --cli claude |
| 1068 | Unranked | ai-infra-guardmcp · devops | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source |
| 1069 | Unranked | air-mcp-servermcp · devops | MCP server for booking and date-utility tools, deployed on AWS Lambda, supporting DynamoDB storage and optional WhatsApp notifications. | No signals yet | No commit datelisted | No one-command install · Source |
| 1070 | Unranked | amazon-ecsmcp · devops | AI-powered Amazon ECS workload management including deployment monitoring, container troubleshooting, network inspection, and resource dependency… | No signals yet | No commit datelisted | No one-command install · Source |
| 1071 | Unranked | ameva-mcp-advanced-toolkitmcp · devops | Provides WebAssembly-based, sandboxed tools for JavaScript execution, binary disassembly, file recovery, steganography, image optimization, data… | No signals yet | No commit datelisted | No one-command install · Source |
| 1072 | Unranked | amplitude-experiment-implementationsubagent · devops | This custom agent uses Amplitude's MCP tools to deploy new experiments inside of Amplitude, enabling seamless variant testing capabilities and rollout… | No signals yet | No commit datelisted | armory install amplitude-experiment-implementation --cli claude |
| 1073 | Unranked | ankra-clirules · devops | Ankra CLI rules and best practices for managing Kubernetes clusters via the Ankra platform | No signals yet | No commit datelisted | armory install ankra-cli --cli claude |
| 1074 | Unranked | apex-500-deploymcp · devops | Deploy websites and apps to Vercel and Netlify from AI agents. | No signals yet | No commit datelisted | No one-command install · Source |
| 1075 | Unranked | apify-integration-expertsubagent · devops | Expert agent for integrating Apify Actors into codebases. Handles Actor selection, workflow design, implementation across JavaScript/TypeScript and… | No signals yet | No commit datelisted | armory install apify-integration-expert --cli claude |
| 1076 | Unranked | arm-migrationsubagent · devops | Arm Cloud Migration Assistant accelerates moving x86 workloads to Arm infrastructure. It scans the repository for architecture assumptions… | No signals yet | No commit datelisted | armory install arm-migration --cli claude |
| 1077 | Unranked | ascend-gtmmcp · devops | 34-tool GTM gateway connecting CRMs, ad platforms, analytics, Google Workspace, AWS, and LLMs. | No signals yet | No commit datelisted | No one-command install · Source |
| 1078 | Unranked | avagenesisdev-ava-genesismcp · devops | ERC-20 token deployment on Ethereum, Base, BNB Chain, and Polygon via a single MCP call. | No signals yet | No commit datelisted | No one-command install · Source |
| 1079 | Unranked | awesome-coolify-mcpmcp · devops | Enables managing multiple self-hosted Coolify instances via MCP, with tools for deploying, monitoring, and emergency operations. | No signals yet | No commit datelisted | No one-command install · Source |
| 1080 | Unranked | aws-athena-mcpmcp · devops | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source |
| 1081 | Unranked | aws-bedrock-kb-retrievalmcp · devops | Bridge to access Amazon Bedrock Knowledge Bases. | No signals yet | No commit datelisted | No one-command install · Source |
| 1082 | Unranked | aws-bedrock-knowledgebasemcp · devops | Query and retrieve information from AWS knowledge bases using the Bedrock Agent Runtime. | No signals yet | No commit datelisted | No one-command install · Source |
| 1083 | Unranked | aws-cdkmcp · devops | Integration for AWS Cloud Development Kit (CDK) best practices, infrastructure as code patterns, and security compliance with CDK Nag. | No signals yet | No commit datelisted | No one-command install · Source |
| 1084 | Unranked | aws-cost-analysismcp · devops | Analyze AWS service costs and generate cost reports. | No signals yet | No commit datelisted | No one-command install · Source |
| 1085 | Unranked | aws-documentationmcp · devops | Provides tools to access AWS documentation, search for content, and get recommendations. | No signals yet | No commit datelisted | No one-command install · Source |
| 1086 | Unranked | aws-lambdainfra · devops | Serverless function-as-a-service platform for event-driven agent compute without provisioning servers. | No signals yet | No commit datelisted | No one-command install · Source |
| 1087 | Unranked | aws-mcp-infra-helpermcp · devops | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source |
| 1088 | Unranked | aws-nova-canvasmcp · devops | Generate images using Amazon Nova Canvas. | No signals yet | No commit datelisted | No one-command install · Source |
| 1089 | Unranked | aws-penetration-testingskill · devops | This skill should be used when the user asks to "pentest AWS", "test AWS security", "enumerate IAM", "exploit cloud infrastructure", "AWS privilege… | No signals yet | No commit datelisted | armory install aws-penetration-testing --cli claude |
| 1090 | Unranked | aws-pricing-mcpmcp · devops | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source |
| 1091 | Unranked | aws-s3-mcpmcp · devops | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source |
| 1092 | Unranked | awsome-kali-mcpserversmcp · devops | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source |
| 1093 | Unranked | axiom-oraclemcp · devops | Solana-native attestation infrastructure and real-world asset data for AI agents via Axiom Stack. | No signals yet | No commit datelisted | No one-command install · Source |
| 1094 | Unranked | azure-iac-exportersubagent · devops | Export existing Azure resources to Infrastructure as Code templates via Azure Resource Graph analysis, Azure Resource Manager API calls, and… | No signals yet | No commit datelisted | armory install azure-iac-exporter --cli claude |
| 1095 | Unranked | azure-iac-generatorsubagent · devops | Central hub for generating Infrastructure as Code (Bicep, ARM, Terraform, Pulumi) with format-specific validation and best practices. Use this skill… | No signals yet | No commit datelisted | armory install azure-iac-generator --cli claude |
| 1096 | Unranked | azure-infra-engineersubagent · devops | Use when designing, deploying, or managing Azure infrastructure with focus on network architecture, Entra ID integration, PowerShell automation, and… | No signals yet | No commit datelisted | armory install azure-infra-engineer --cli claude |
| 1097 | Unranked | azure-principal-architectsubagent · devops | Provide expert Azure Principal Architect guidance using Azure Well-Architected Framework principles and Microsoft best practices. | No signals yet | No commit datelisted | armory install azure-principal-architect --cli claude |
| 1098 | Unranked | azure-saas-architectsubagent · devops | Provide expert Azure SaaS Architect guidance focusing on multitenant applications using Azure Well-Architected SaaS principles and Microsoft best… | No signals yet | No commit datelisted | armory install azure-saas-architect --cli claude |
| 1099 | Unranked | azure-verified-modules-bicepsubagent · devops | Create, update, or review Azure IaC in Bicep using Azure Verified Modules (AVM). | No signals yet | No commit datelisted | armory install azure-verified-modules-bicep --cli claude |
| 1100 | Unranked | azure-verified-modules-terraformsubagent · devops | Create, update, or review Azure IaC in Terraform using Azure Verified Modules (AVM). | No signals yet | No commit datelisted | armory install azure-verified-modules-terraform --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.