Leaderboard
Scored on public signals; components with none are listed as Unranked · Formula
Component
Domain
Vertical
| Rank | Score | Component | Description | Evidence | Last commit | Install |
|---|---|---|---|---|---|---|
| 1 | 95.273 | versuscontrol-aws-infrastructure-agentmcp · devops | Provides autonomous AWS infrastructure management through natural language processing, combining real-time resource discovery with AI-driven planning… | 217 stars · 71 forks | No one-command install · Source | |
| 2 | 95.216 | digitaloceanmcp · devops | Enables AI to manage DigitalOcean cloud infrastructure by providing access to account information, droplets, domains, firewalls, and other services… | 131 stars · 84 forks | No one-command install · Source | |
| 3 | 93.533 | philschmid-code-sandboxmcp · devops | Provides secure code execution capabilities through containerized sandbox environments, supporting Python and JavaScript with pre-installed libraries… | 203 stars · 20 forks | No one-command install · Source | |
| 4 | 90.737 | ccq1-kali-security-toolsmcp · devops | Provides a secure, sandboxed environment for executing Kali Linux security tools including nmap, objdump, and wireshark for vulnerability scanning… | 105 stars · 14 forks | No one-command install · Source | |
| 5 | 90.303 | xpn-mythicmcp · devops | Integrates with the Mythic Command and Control framework for penetration testing, enabling shell command execution, file operations, and security tool… | 78 stars · 20 forks | No one-command install · Source | |
| 6 | 90.147 | redhatinsights-insights-mcpmcp · devops | Integrates with Red Hat Lightspeed services for AI-assisted RHEL infrastructure management including advisor, image builder, inventory, remediations… | 24 stars · 38 forks | No one-command install · Source | |
| 7 | 90.099 | vespo92-opnsensemcp · devops | Provides Infrastructure as Code capabilities for OPNsense firewalls with declarative management of VLANs, firewall rules, DHCP configurations, DNS… | 80 stars · 17 forks | No one-command install · Source | |
| 8 | 90.039 | groovybugify-aws-securitymcp · devops | Enables security professionals to inspect and analyze AWS infrastructure for security issues through natural language queries about GuardDuty… | 84 stars · 15 forks | No one-command install · Source | |
| 9 | 89.869 | gradion-ai-ipyboxmcp · devops | Provides secure Python code execution in Docker containers with stateful IPython kernels, real-time output streaming, file operations, and network… | 73 stars · 19 forks | No one-command install · Source | |
| 10 | 88.991 | m-sec-org-xbow-ctfmcp · devops | Integrates with XBow CTF platforms and Docker containers to enable participation in cybersecurity challenges through automated vulnerability… | 94 stars · 9 forks | No one-command install · Source | |
| 11 | 88.913 | inercia-mcpshellmcp · devops | Provides a secure bridge between language models and operating system commands through a configurable YAML interface with constraint-based security… | 70 stars · 14 forks | No one-command install · Source | |
| 12 | 88.789 | tailopsmcpmcp · devops | A control plane gateway for managing distributed infrastructure through MCP, enabling centralized SSH, Docker, and HTTP target management with… | 16 stars · 35 forks | No one-command install · Source | |
| 13 | 88.684 | gebalamariusz-cloud-auditmcp · devops | Open-source AWS security scanner with attack chain detection, breach cost estimation, and copy-paste remediation across 47 checks and 15 AWS resource… | 69 stars · 13 forks | No one-command install · Source | |
| 14 | 86.771 | azure-containerization-assistmcp · devops | AI-powered containerization workflows with Docker builds, security scanning, Kubernetes deployment, and OPA policy enforcement. | 41 stars · 19 forks | No one-command install · Source | |
| 15 | 85.530 | halilkirazkaya-pentestermcp · devops | Integrates 200+ cybersecurity and penetration testing tools into AI assistants via Docker-isolated sandboxes. | 52 stars · 8 forks | No one-command install · Source | |
| 16 | 78.510 | draphonix-code-modemcp · devops | Sandboxed Python code execution with DSpy-powered reasoning that orchestrates external tools through generated code, featuring configurable security… | 23 stars · 6 forks | No one-command install · Source | |
| 17 | 76.275 | axliupore-code-runnermcp · devops | Executes code snippets in isolated Docker containers with resource limits and security controls for safe testing and debugging across multiple… | 18 stars · 6 forks | No one-command install · Source | |
| 18 | 74.510 | mastyf-aimcp · devops | Perimeter security for your AI Infrastructure. | 18 stars · 4 forks | No one-command install · Source | |
| 19 | 74.488 | jfrog-artifactorymcp · devops | Integrates with JFrog's Artifactory and platform ecosystem to manage binary artifacts, container images, build information, and security scanning… | 15 stars · 6 forks | No one-command install · Source | |
| 20 | 72.060 | portaljs-mcp-servermcp · devops | A remote MCP server deployed on Cloudflare Workers without authentication, enabling tools via SSE for use with AI playgrounds and desktop clients. | 16 stars · 3 forks | No one-command install · Source | |
| 21 | 69.273 | cloud-audit-mcpmcp · devops | Cloud security audit tools for AI agents that provide direct access to cloud APIs to read, correlate, and fix misconfigurations across AWS, Azure, and… | 20 stars · 1 fork | No one-command install · Source | |
| 22 | 69.255 | gutmutcode-cloudflaremcp · devops | Integrates with Cloudflare's API to enable management of DNS, CDN, and security configurations for web infrastructure automation. | 10 stars · 5 forks | No one-command install · Source | |
| 23 | 68.021 | andrasfe-vulnicheckmcp · devops | Python vulnerability scanner with Docker security analysis and secrets detection | 11 stars · 3 forks | No one-command install · Source | |
| 24 | 66.871 | container-incmcp · devops | Enables seamless deployment of containerized applications directly from code editors through a three-step workflow of GitHub authentication… | 9 stars · 4 forks | No one-command install · Source | |
| 25 | 65.223 | brucedh-aws-irevealmcp · devops | Integrates with AWS security services to enable incident response and investigation through CloudTrail logs, Athena queries, CloudWatch events… | 8 stars · 4 forks | No one-command install · Source | |
| 26 | 63.896 | cyber-sentinelmcp · devops | Aggregates threat intelligence from VirusTotal, AbuseIPDB, URLhaus, Shodan, ThreatFox, and MalwareBazaar to analyze security indicators, scan code and… | 8 stars · 3 forks | No one-command install · Source | |
| 27 | 63.439 | ansible-mcp-servermcp · devops | Enables AI assistants to manage infrastructure using Ansible and Terraform with 58 tools for playbooks, provisioning, security scanning, and more. | 7 stars · 4 forks | No one-command install · Source | |
| 28 | 62.046 | cyberedumcp · devops | Integrates with the CyberEdu CTF platform to provide access to cybersecurity challenges, contests, file downloads, service deployment, flag… | 8 stars · 2 forks | No one-command install · Source | |
| 29 | 59.029 | infrastructure-mcp-servermcp · devops | An MCP server and terminal UI that orchestrates Cloudflare, Namecheap, and Fleet from a single interface, enabling domain onboarding with automatic… | 8 stars · 1 fork | No one-command install · Source | |
| 30 | 57.754 | omd01-aws-sesmcp · devops | Enables direct email sending through Amazon SES with support for HTML content, CC/BCC recipients, and reply-to addressing while maintaining AWS… | 3 stars · 4 forks | No one-command install · Source | |
| 31 | 57.245 | 7majesty-m-terminal-guardianmcp · devops | Provides secure sandboxed terminal access with risk analysis and deny-by-default security controls. | 7 stars · 1 fork | No one-command install · Source | |
| 31 | 57.245 | remote-mcp-server-authless-2mcp · devops | Deploy a remote MCP server on Cloudflare Workers without authentication, and connect it to AI Playground or Claude Desktop. | 7 stars · 1 fork | No one-command install · Source | |
| 33 | 55.515 | remote-mcp-authlessmcp · devops | A remote MCP server deployed on Cloudflare Workers without authentication, enabling tools to be used via SSE from clients like Claude Desktop or… | 5 stars · 2 forks | No one-command install · Source | |
| 34 | 53.186 | remote-mcp-server-authless-5mcp · devops | Enables deploying a remote MCP server on Cloudflare Workers without authentication, and connecting it to Cloudflare AI Playground or Claude Desktop. | 8 stars | No one-command install · Source | |
| 35 | 52.135 | swkstudios-unifi-fabricmcp · devops | Manages UniFi network infrastructure via natural language with 168+ tools for devices, sites, firewall policies, cameras, VPN, and monitoring. | 4 stars · 2 forks | No one-command install · Source | |
| 36 | 49.118 | emfirgemcp · devops | Enables AI to scan AWS accounts, analyze attack paths, and verify security fixes on a read-only graph of cloud resources. | 4 stars · 1 fork | No one-command install · Source | |
| 36 | 49.118 | timlikesai-code-sandboxmcp · devops | Provides secure code execution across 7 programming languages through Docker containerization with real-time output streaming, syntax validation, and… | 4 stars · 1 fork | No one-command install · Source | |
| 36 | 49.118 | quickjs-sandboxmcp · devops | Provides a secure JavaScript execution environment using QuickJS in WebAssembly, enabling safe execution of arbitrary JavaScript code without security… | 4 stars · 1 fork | No one-command install · Source | |
| 39 | 44.256 | relaxcloud-cn-port-scannermcp · devops | Provides network port scanning, HTTP service discovery, and admin directory enumeration with banner grabbing, service version detection, and… | 3 stars · 1 fork | No one-command install · Source | |
| 40 | 43.275 | pierre3-owasp-zapmcp · devops | Integrates with OWASP ZAP to enable web application vulnerability scanning through Docker container management and 14 MCP tools for active scanning… | 4 stars | No one-command install · Source | |
| 41 | 38.412 | tcpipuk-web-and-pythonmcp · devops | Provides web content access and Python code execution in a sandboxed environment, enabling information verification and working code demonstrations… | 3 stars | No one-command install · Source | |
| 42 | 38.066 | mcp-linux-toolsmcp · devops | Enables AI assistants to perform controlled Linux system administration tasks like reading logs, managing services, cron jobs, WordPress, and… | 2 stars · 1 fork | No one-command install · Source | |
| 42 | 38.066 | cloudpanel-mcpmcp · devops | Provides 50 tools to manage a CloudPanel VPS through AI assistants, covering sites, databases, Docker, server software, firewall, DNS, and one-shot… | 2 stars · 1 fork | No one-command install · Source | |
| 42 | 38.066 | ravincheela-cognitive-dast-automationmcp · devops | Integrates OWASP ZAP security scanning with Google Gemini for automated vulnerability analysis, risk scoring, and remediation prioritization in CI/CD… | 2 stars · 1 fork | No one-command install · Source | |
| 45 | 32.223 | mcp-kubernetesmcp · devops | Enables MCP clients to inspect and operate Kubernetes clusters across multiple contexts, with read-only/read-write/admin access modes and security… | 2 stars | No one-command install · Source | |
| 46 | 23.374 | supership-scanmcp · devops | Pre-deploy AI code security scanner with 80+ vulnerability patterns, built for AI editors. | 1 fork | No one-command install · Source | |
| 46 | 23.374 | andrew-beniash-command-security-layermcp · devops | Implements a robust security layer for command processing, utilizing multi-step verification and auditing to enable high-security use cases like… | 1 fork | No one-command install · Source | |
| 48 | 22.557 | kali-mcpmcp · devops | Enables AI assistants to run Kali Linux security tools in an isolated Docker container for tasks like network scanning, port checking, and service… | 1 star | No one-command install · Source | |
| 48 | 22.557 | secure-grid-genesis-executionmcp · devops | Enables AI agents to safely execute Python, JavaScript, and Bash code in an isolated Docker sandbox with strict security constraints. | 1 star | No one-command install · Source | |
| 48 | 22.557 | selfhosted-doctormcp · devops | Read-only MCP server that scans Docker Compose, Cloudflare Tunnel, and .env files for security risks in self-hosted homelabs. | 1 star | No one-command install · Source | |
| 48 | 22.557 | cloudflare-sentinel-custom-mcp-toolsmcp · devops | Provides investigation tools for Cloudflare CCF data in Microsoft Sentinel, enabling security posture assessment, threat detection, and IP reputation… | 1 star | No one-command install · Source | |
| 48 | 22.557 | infra-ops-mcpmcp · devops | A comprehensive MCP server for infrastructure operations with 92 tools across 13 categories, covering system monitoring, networking, containers… | 1 star | No one-command install · Source | |
| 48 | 22.557 | whh4git-code-runnermcp · devops | Executes Python and bash code in isolated Docker containers with configurable timeouts, environment variables, and pre-installed security tools for… | 1 star | No one-command install · Source | |
| 48 | 22.557 | rainhan99-cloud-infrastructure-managermcp · devops | Provides unified cloud infrastructure management across AWS, DigitalOcean, Vultr, and Alibaba Cloud for creating virtual machines, configuring… | 1 star | No one-command install · Source | |
| 48 | 22.557 | remote-mcp-server-authless-gif-searchmcp · devops | A remote MCP server deployed on Cloudflare Workers that returns gifs based on input queries without authentication. | 1 star | No one-command install · Source | |
| 56 | Unranked | taistock-mcp-servermcp · devops | Deploys a remote MCP server on Cloudflare Workers without authentication, allowing easy customization and connection to AI Playground or Claude… | No signals yet | No one-command install · Source | |
| 57 | Unranked | malware-sandbox-mcpmcp · devops | Enables assistants to analyze files and URLs for malware by integrating with security services like VirusTotal and ANY.RUN, returning threat reports. | No signals yet | No one-command install · Source | |
| 58 | Unranked | cn-hk-quotes-mcpmcp · devops | Deploys a stateless remote MCP server on Cloudflare Workers without authentication, enabling users to connect custom MCP tools to clients such as… | No signals yet | No one-command install · Source | |
| 59 | Unranked | cyber-skill-routermcp · devops | A sandbox-first MCP server that enables AI agents to safely perform reverse-engineering tasks in fully isolated Docker containers, featuring… | No signals yet | No one-command install · Source | |
| 60 | Unranked | pipeworx-io-threatfoxmcp · devops | ThreatFox abuse.ch indicator-of-compromise feed for querying malware IOCs, threat actors, and malicious infrastructure via Pipeworx. | No signals yet | No one-command install · Source | |
| 61 | Unranked | sipap-mcpmcp · devops | Production-ready MCP server framework for AWS Lambda and ECS Fargate, providing base classes and infrastructure for building MCP servers that… | No signals yet | No one-command install · Source | |
| 62 | Unranked | dungeon-player-display-mcp-v2mcp · devops | Deploys a stateless remote MCP server on Cloudflare Workers without authentication, allowing custom tools to be registered and used from clients like… | No signals yet | No one-command install · Source | |
| 63 | Unranked | checkridemcp · devops | Enables AI coding agents to run fast, sandboxed pre-flight validation—tests, type-checking, linting, security audits, Git safety scans, and fix… | No signals yet | No one-command install · Source | |
| 64 | Unranked | infra-guardmcp · devops | Enables AI assistants to scan Terraform and Dockerfiles for security misconfigurations, returning structured Checkov findings that can be explained in… | No signals yet | No one-command install · Source | |
| 65 | Unranked | remote-mcp-server-geminimcp · devops | Enables deploying a stateless remote MCP server on Cloudflare Workers without authentication, supporting the MCP 2026-07-28 spec and legacy client… | No signals yet | No one-command install · Source | |
| 66 | Unranked | cimb-mekari-mcp-servermcp · devops | Enables deployment of a stateless remote MCP server on Cloudflare Workers, allowing custom tools to be registered and accessed through MCP clients… | No signals yet | No one-command install · Source | |
| 67 | Unranked | cloudflare-authless-remote-mcp-servermcp · devops | Enables deployment of a stateless remote MCP server on Cloudflare Workers without authentication, allowing users to register custom tools and connect… | No signals yet | No one-command install · Source | |
| 68 | Unranked | cloudledgermcp · devops | Enables natural language queries across AWS multi-account security scan history, including infrastructure configurations, public exposures, and… | No signals yet | No one-command install · Source | |
| 69 | Unranked | claude-spx-mcpmcp · devops | Enables deploying a stateless remote MCP server on Cloudflare Workers without authentication, implementing the MCP 2026-07-28 specification and… | No signals yet | No one-command install · Source | |
| 70 | Unranked | mcp-sysadminmcp · devops | Provider-agnostic MCP server for managing heterogeneous infrastructure (SSH, Proxmox VE, Virtualizor, Hetzner Cloud, Cloudflare) via a JSON inventory… | No signals yet | No one-command install · Source | |
| 71 | Unranked | aws-architecture-scannermcp · devops | Scans AWS environments and generates professional architecture diagrams showing VPC networking, compute, storage, and security resources. | No signals yet | No one-command install · Source | |
| 72 | Unranked | cloudflare-mcp-server-authlessmcp · devops | Deploys a remote MCP server on Cloudflare Workers without authentication, enabling custom tools and connections to AI Playground or Claude Desktop. | No signals yet | No one-command install · Source | |
| 73 | Unranked | hrj-n8n-mcpmcp · devops | Local stdio MCP bridge for managing n8n from HRJ Agent, providing read and write tools for workflows, executions, and Docker status with strong… | No signals yet | No one-command install · Source | |
| 74 | Unranked | mcp-vps-monitormcp · devops | Provides system monitoring tools for VPS including CPU, memory, disk, network ping, top processes, and Docker status, with read-only architecture and… | No signals yet | No one-command install · Source | |
| 75 | Unranked | superenalotto-mcp-servermcp · devops | Provides a template for deploying a remote MCP server on Cloudflare Workers without authentication, with instructions to customize tools and connect… | No signals yet | No one-command install · Source | |
| 76 | Unranked | mcp-k8s-ephemeral-jobmcp · devops | Enables running ephemeral Kubernetes Jobs/pods with caller-chosen images and commands, returning results and artifacts while automating cleanup… | No signals yet | No one-command install · Source | |
| 77 | Unranked | remote-mcp-authless-2mcp · devops | Deploys a remote MCP server on Cloudflare Workers without authentication, allowing connection from clients like Claude Desktop via mcp-remote proxy. | No signals yet | No one-command install · Source | |
| 78 | Unranked | remote-mcp-server-on-cloudflare-authlessmcp · devops | Deploy an MCP server on Cloudflare Workers without authentication, enabling remote MCP client connections from AI Playground or Claude Desktop via… | No signals yet | No one-command install · Source | |
| 79 | Unranked | shieldly-mcpmcp · devops | Enables AI assistants to analyze AWS IAM policies and CloudFormation templates for security risks. | No signals yet | No one-command install · Source | |
| 80 | Unranked | json-ui-renderer-mcpmcp · devops | Enables deploying a remote MCP server on Cloudflare Workers without authentication, allowing customization of tools for AI interaction. | No signals yet | No one-command install · Source | |
| 81 | Unranked | objectstackmcp · devops | Connect Gemini CLI to any ObjectStack deployment over the Model Context Protocol to discover objects, query and change records, and run business… | No signals yet | No one-command install · Source | |
| 82 | Unranked | afr-benchmark-mcpmcp · devops | Provides a template for deploying a remote MCP server on Cloudflare Workers without authentication, enabling customizable tools and integration with… | No signals yet | No one-command install · Source | |
| 83 | Unranked | aws-infrastructure-mcp-servermcp · devops | Enables Claude AI to automatically audit AWS cloud resource configurations, diagnose security vulnerabilities, and generate high-availability… | No signals yet | No one-command install · Source | |
| 84 | Unranked | aws-mcp-gatewaymcp · devops | A minimal, security-focused MCP gateway for connecting ChatGPT to AWS account data through explicit, read-only tools. | No signals yet | No one-command install · Source | |
| 85 | Unranked | verditnxtgenmcp · devops | A cryptographic sidecar proxy that tests MCP tools for OWASP vulnerabilities before deployment. Automatically sandbox and audit your AI agents' tool… | No signals yet | No one-command install · Source | |
| 86 | Unranked | ploi-io-mcp-servermcp · devops | Enables managing Ploi.io servers, sites, databases, and Docker containers through the Ploi API, supporting both local stdio and remote Cloudflare… | No signals yet | No one-command install · Source | |
| 87 | Unranked | py-sandboxmcp · devops | Enables AI agents to execute arbitrary Python code securely in a sandboxed environment with resource limits and security constraints via MCP protocol. | No signals yet | No one-command install · Source | |
| 88 | Unranked | remote-mcp-google-chat-servermcp · devops | A remote MCP server for Google Chat, deployed on Cloudflare Workers without authentication, enabling tool execution via MCP protocol. | No signals yet | No one-command install · Source | |
| 89 | Unranked | remote-mcp-server-authless-4mcp · devops | A remote MCP server deployed on Cloudflare Workers without authentication, enabling custom tools and connectivity to AI Playground and Claude Desktop. | No signals yet | No one-command install · Source | |
| 90 | Unranked | cloudflare-deployermcp · devops | An MCP server that enables Claude to deploy full-stack web apps to Cloudflare, including databases, authentication, and file storage, directly through… | No signals yet | No one-command install · Source | |
| 91 | Unranked | scorton-mcpmcp · devops | MCP server for behavioral cybersecurity and AI risk scoring in financial workflows, deployed on Cloudflare Workers. | No signals yet | No one-command install · Source | |
| 92 | Unranked | remote-mcp-server-authless-3mcp · devops | Deploy a remote MCP server on Cloudflare Workers without authentication, enabling tools to be used via AI Playground or Claude Desktop. | No signals yet | No one-command install · Source | |
| 93 | Unranked | docker-compose-auditmcp · devops | Audits docker-compose.yml files for security misconfigurations, providing severity ratings, remediation text, and YAML fix snippets for AI agents. | No signals yet | No one-command install · Source | |
| 94 | Unranked | mcp-devops-servermcp · devops | Enables AI assistants to perform DevOps tasks including Kubernetes management, cloud provider operations, CI/CD, security scanning, and infrastructure… | No signals yet | No one-command install · Source | |
| 95 | Unranked | claude-aws-mcpmcp · devops | Enables natural language control of AWS resources (EC2, Security Groups, S3, Bedrock, etc.) directly from Claude Desktop or Claude Code. | No signals yet | No one-command install · Source | |
| 96 | Unranked | remote-mcp-server-authless-12mcp · devops | Deploys a remote MCP server on Cloudflare Workers without authentication, allowing tools to be used from clients like Cloudflare AI Playground or… | No signals yet | No one-command install · Source | |
| 97 | Unranked | remote-mcp-server-authless-11mcp · devops | Deploy a remote MCP server on Cloudflare Workers without authentication, enabling AI tools to be used via SSE from MCP clients like Claude Desktop or… | No signals yet | No one-command install · Source | |
| 98 | Unranked | docker-release-informationmcp · devops | Provides Docker Desktop release notes and security information | No signals yet | No one-command install · Source | |
| 99 | Unranked | auth-less-remote-mcp-servermcp · devops | Deploy a remote MCP server on Cloudflare Workers without authentication, easily add custom tools, and connect to AI Playground or Claude Desktop. | No signals yet | No one-command install · Source | |
| 100 | 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 |
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.