Leaderboard
Scored on public signals; components with none are listed as Unranked · Formula
Component
Domain
Vertical
| Rank | Score | Component | Description | Evidence | Last commit | Install |
|---|---|---|---|---|---|---|
| 801 | Unranked | a11ydriver-mcpmcp · browser | MCP server that enables AI agents to control Chrome via DevTools CDP and accessibility trees, providing 21 tools for browser automation including tab… | No signals yet | No commit datelisted | No one-command install · Source |
| 802 | Unranked | adcritter-buildersmcp · back-end | AdCritter ads platform: docs, API reference, app scaffolding, and white-label integration. | No signals yet | No commit datelisted | No one-command install · Source |
| 803 | Unranked | ai-devtool-mcp-servermcp · back-end | MCP server for AI DevTool workflow, exposing tools and resources for code review, repository chat, and repository operations. | No signals yet | No commit datelisted | No one-command install · Source |
| 804 | Unranked | ai-reviewworkflow · ai-agents | AI-Powered Code Review Specialist | No signals yet | No commit datelisted | armory install ai-review --cli claude |
| 805 | Unranked | ai-review-2workflow · other | AI/ML Code Review | No signals yet | No commit datelisted | armory install ai-review-2 --cli claude |
| 806 | Unranked | aksmcp · back-end | The AKS-MCP is a Model Context Protocol (MCP) server that enables AI assistants to interact with Azure Kubernetes Service (AKS) clusters. It serves as… | No signals yet | No commit datelisted | No one-command install · Source |
| 807 | Unranked | android-cicdskill · front-end | Automated Android CI/CD pipeline to Google Play — supports TWA, React Native, Flutter, and native Android. Run npx android-cicd to set up keystore… | No signals yet | No commit datelisted | armory install android-cicd --cli claude |
| 808 | Unranked | android-mcpmcp · ai-agents | MCP Server for interacting with Android devices. Control, inspect, and automate Android devices via ADB through Claude. | No signals yet | No commit datelisted | No one-command install · Source |
| 809 | Unranked | anti-sycophancy-code-discipline-cursorrules-prompt-filerules · ai-agents | Anti-sycophancy directives for code review and generation. Blocks hallucinated APIs, false confidence, authority-driven validation, and softening of… | No signals yet | No commit datelisted | armory install anti-sycophancy-code-discipline-cursorrules-prompt-file --cli claude |
| 810 | Unranked | api-scaffolding-django-prosubagent · back-end | Master Django 5.x with async views, DRF, Celery, and Django Channels. Build scalable web applications with proper architecture, testing, and… | No signals yet | No commit datelisted | armory install api-scaffolding-django-pro --cli claude |
| 811 | Unranked | api-scaffolding-fastapi-prosubagent · back-end | Build high-performance async APIs with FastAPI, SQLAlchemy 2.0, and Pydantic V2. Master microservices, WebSockets, and modern Python async patterns… | No signals yet | No commit datelisted | armory install api-scaffolding-fastapi-pro --cli claude |
| 812 | Unranked | atomadic-fusemcp · observability | Polyglot compiler for the agent economy that harvests logic atoms from codebases and discovers product chains. | No signals yet | No commit datelisted | No one-command install · Source |
| 813 | Unranked | bash-proskill · devops | Master of defensive Bash scripting for production automation, CI/CD | No signals yet | No commit datelisted | armory install bash-pro --cli claude |
| 814 | Unranked | bash-prosubagent · devops | Master of defensive Bash scripting for production automation, CI/CD pipelines, and system utilities. Expert in safe, portable, and testable shell… | No signals yet | No commit datelisted | armory install bash-pro --cli claude |
| 815 | Unranked | basic-memoryrules · ai-agents | Presents an innovative AI-human collaboration framework with Model Context Protocol for bidirectional LLM-markdown communication and flexible… | No signals yet | No commit datelisted | armory install basic-memory --cli claude |
| 816 | Unranked | boilerplate-mcp-servermcp · back-end | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source |
| 817 | Unranked | bomberjs-mcp-servermcp · ai-agents | MCP server that exposes the atomic-bomb tool for generating project scaffolding based on templates. Allows agents to run atomic-bomb commands by… | No signals yet | No commit datelisted | No one-command install · Source |
| 818 | Unranked | build-on-changehook · other | Automatically trigger build processes when source files change. Detects common build tools and runs appropriate build commands. | No signals yet | No commit datelisted | armory install build-on-change --cli claude |
| 819 | Unranked | bun-runtimeskill · devops | Bun as runtime, package manager, bundler, and test runner. When to choose Bun vs Node, migration notes, and Vercel support. | No signals yet | No commit datelisted | armory install bun-runtime --cli claude |
| 820 | Unranked | bwb-browser-termuxmcp · browser | A lightweight browser automation MCP server using raw Chrome DevTools Protocol, enabling web navigation, screenshots, and DOM interaction without… | No signals yet | No commit datelisted | No one-command install · Source |
| 821 | Unranked | c-sharp-prosubagent · ai-agents | Write idiomatic C# code with modern language features, async patterns, and LINQ. Masters .NET ecosystem, Entity Framework Core, and ASP.NET Core. Use… | No signals yet | No commit datelisted | armory install c-sharp-pro --cli claude |
| 822 | Unranked | chrome-devtools-mcp-2mcp · browser | MCP server that lets coding agents control and inspect live Chrome browsers, providing full Chrome DevTools capabilities for automation, debugging… | No signals yet | No commit datelisted | No one-command install · Source |
| 823 | Unranked | ci-pipelineworkflow · devops | Manage and automate CI/CD pipeline configuration with GitHub Actions, multi-environment support, and deployment strategies | No signals yet | No commit datelisted | armory install ci-pipeline --cli claude |
| 824 | Unranked | ci-setupworkflow · devops | Setup comprehensive CI/CD pipeline with automated testing, building, and deployment | No signals yet | No commit datelisted | armory install ci-setup --cli claude |
| 825 | Unranked | circleci-mcp-servermcp · back-end | Integrate CircleCI build and deployment pipeline management with your Claude Code workflow. Monitor builds, trigger deployments, and access project… | No signals yet | No commit datelisted | No one-command install · Source |
| 826 | Unranked | claude-code-github-actionsworkflow · devops | Official GitHub Actions integration for Claude Code with examples and documentation for automating AI-powered workflows in CI/CD pipelines. | No signals yet | No commit datelisted | No one-command install · Source |
| 827 | Unranked | cloud-devopsskill · devops | Cloud infrastructure and DevOps workflow covering AWS, Azure, GCP, Kubernetes, Terraform, CI/CD, monitoring, and cloud-native development. | No signals yet | No commit datelisted | armory install cloud-devops --cli claude |
| 828 | Unranked | cocos4-mcp-server-aimcp · back-end | Enables AI agents to build games with the Cocos4 engine by providing high-level scaffolding tools and transparently proxying native MCP tools. | No signals yet | No commit datelisted | No one-command install · Source |
| 829 | Unranked | code-refactoring-code-reviewersubagent · ai-agents | Elite code review expert specializing in modern AI-powered code analysis, security vulnerabilities, performance optimization, and production… | No signals yet | No commit datelisted | armory install code-refactoring-code-reviewer --cli claude |
| 830 | Unranked | code-refactoring-legacy-modernizersubagent · ai-agents | Refactor legacy codebases, migrate outdated frameworks, and implement gradual modernization. Handles technical debt, dependency updates, and backward… | No signals yet | No commit datelisted | armory install code-refactoring-legacy-modernizer --cli claude |
| 831 | Unranked | code-reviewworkflow · github-vcs | Code review of local uncommitted changes or a GitHub PR (pass PR number/URL for PR mode). | No signals yet | No commit datelisted | armory install code-review --cli claude |
| 832 | Unranked | code-review-excellenceskill · other | Transform code reviews from gatekeeping to knowledge sharing through constructive feedback, systematic analysis, and collaborative improvement. | No signals yet | No commit datelisted | armory install code-review-excellence --cli claude |
| 833 | Unranked | codebase-cleanup-test-automatorsubagent · devops | Master AI-powered test automation with modern frameworks, self-healing tests, and comprehensive quality engineering. Build scalable testing strategies… | No signals yet | No commit datelisted | armory install codebase-cleanup-test-automator --cli claude |
| 834 | Unranked | codexskill · ai-agents | Use when the user asks to run Codex CLI (codex exec, codex resume) or references OpenAI Codex for code analysis, refactoring, or automated editing… | No signals yet | No commit datelisted | armory install codex --cli claude |
| 835 | Unranked | codex-reviewskill · other | Professional code review with auto CHANGELOG generation, integrated with Codex AI | No signals yet | No commit datelisted | armory install codex-review --cli claude |
| 836 | Unranked | commit-2workflow · github-vcs | Create git commits aligned with task completion, maintaining clean version control synchronized with task progress. | No signals yet | No commit datelisted | armory install commit-2 --cli claude |
| 837 | Unranked | common-code-reviewrules · other | Language-agnostic rule: apply when working on any codebase and you need Code Review Standards. | No signals yet | No commit datelisted | armory install common-code-review --cli claude |
| 838 | Unranked | component-scaffoldworkflow · front-end | React/React Native Component Scaffolding | No signals yet | No commit datelisted | armory install component-scaffold --cli claude |
| 839 | Unranked | conventional-commits-2hook · auth | ❌ Invalid commit message format Your message: {commit_msg} Commit messages must follow Conventional Commits: type(scope): description Types: feat: New… | No signals yet | No commit datelisted | armory install conventional-commits-2 --cli claude |
| 840 | Unranked | cooneycw-second-opinionmcp · search | Provides code review and analysis using Google Gemini models with streaming responses, context caching, multi-turn sessions, and web search… | No signals yet | No commit datelisted | No one-command install · Source |
| 841 | Unranked | cpp-coding-standardsskill · github-vcs | C++ coding standards based on the C++ Core Guidelines (isocpp.github.io). Use when writing, reviewing, or refactoring C++ code to enforce modern… | No signals yet | No commit datelisted | armory install cpp-coding-standards --cli claude |
| 842 | Unranked | cpp-reviewersubagent · ai-agents | Expert C++ code reviewer specializing in memory safety, modern C++ idioms, concurrency, and performance. Use for all C++ code changes. MUST BE USED… | No signals yet | No commit datelisted | armory install cpp-reviewer --cli claude |
| 843 | Unranked | create-featureworkflow · other | Scaffold new feature with boilerplate code, tests, and documentation | No signals yet | No commit datelisted | armory install create-feature --cli claude |
| 844 | Unranked | create-pr-2skill · observability | Create pull requests following Sentry conventions. Use when opening PRs, writing PR descriptions, or preparing changes for review. Follows Sentry's… | No signals yet | No commit datelisted | armory install create-pr-2 --cli claude |
| 845 | Unranked | csharp-prosubagent · ai-agents | Write modern C# code with advanced features like records, pattern matching, and async/await. Optimizes .NET applications, implements enterprise… | No signals yet | No commit datelisted | armory install csharp-pro --cli claude |
| 846 | Unranked | database-schema-designersubagent · search | PROACTIVELY USE this agent when you need to design database schemas, create migration files, optimize database queries, or ensure data integrity. This… | No signals yet | No commit datelisted | armory install database-schema-designer --cli claude |
| 847 | Unranked | debugger-2skill · other | Debugging specialist for errors, test failures, and unexpected | No signals yet | No commit datelisted | armory install debugger-2 --cli claude |
| 848 | Unranked | debugger-mcpmcp · other | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source |
| 849 | Unranked | debugging-toolkit-debuggersubagent · ai-agents | Debugging specialist for errors, test failures, and unexpected behavior. Use proactively when encountering any issues. | No signals yet | No commit datelisted | armory install debugging-toolkit-debugger --cli claude |
| 850 | Unranked | deployment-engineersubagent · devops | Use this agent when designing, building, or optimizing CI/CD pipelines and deployment automation strategies. | No signals yet | No commit datelisted | armory install deployment-engineer --cli claude |
| 851 | Unranked | deployment-patternsskill · devops | Deployment workflows, CI/CD pipeline patterns, Docker containerization, health checks, rollback strategies, and production readiness checklists for… | No signals yet | No commit datelisted | armory install deployment-patterns --cli claude |
| 852 | Unranked | devboxmcp · back-end | This server enables natural language interactions for developer-focused operations like managing Dev Boxes, configurations, and pools. | No signals yet | No commit datelisted | No one-command install · Source |
| 853 | Unranked | devplanmcp · other | { | No signals yet | No commit datelisted | No one-command install · Source |
| 854 | Unranked | devtools-mcpmcp · other | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source |
| 855 | Unranked | donovan-jasper-saplingmcp · github-vcs | Provides structured access to Sapling (sl) version control repositories with built-in safety guardrails. | No signals yet | No commit datelisted | No one-command install · Source |
| 856 | Unranked | dotnet-architectsubagent · back-end | Expert .NET backend architect specializing in C#, ASP.NET Core, Entity Framework, Dapper, and enterprise application patterns. Masters async/await… | No signals yet | No commit datelisted | armory install dotnet-architect --cli claude |
| 857 | Unranked | droidsubagent · devops | Provides installation guidance, usage examples, and automation patterns for the Droid CLI, with emphasis on droid exec for CI/CD and non-interactive… | No signals yet | No commit datelisted | armory install droid --cli claude |
| 858 | Unranked | dynatrace-mcp-servermcp · observability | Manage and interact with the Dynatrace Platform for real-time observability and monitoring. | No signals yet | No commit datelisted | No one-command install · Source |
| 859 | Unranked | e2e-testingskill · browser | Playwright E2E testing patterns, Page Object Model, configuration, CI/CD integration, artifact management, and flaky test strategies. | No signals yet | No commit datelisted | armory install e2e-testing --cli claude |
| 860 | Unranked | echo3dmcp · back-end | Enables 3D digital asset management through the echo3D API, featuring tools for 3D file viewing, file sharing, conversion to various 3D formats, 3D… | No signals yet | No commit datelisted | No one-command install · Source |
| 861 | Unranked | elasticsearch-mcp-servermcp · back-end | MCP server for connecting to Elasticsearch data and indices. Supports search queries, mappings, ES|QL, and shard information through natural language… | No signals yet | No commit datelisted | No one-command install · Source |
| 862 | Unranked | electron-angular-nativesubagent · back-end | Code Review Mode tailored for Electron app with Node.js backend (main), Angular frontend (render), and native integration layer (e.g., AppleScript… | No signals yet | No commit datelisted | armory install electron-angular-native --cli claude |
| 863 | Unranked | elixir-prosubagent · front-end | Write idiomatic Elixir code with OTP patterns, supervision trees, and Phoenix LiveView. Masters concurrency, fault tolerance, and distributed systems… | No signals yet | No commit datelisted | armory install elixir-pro --cli claude |
| 864 | Unranked | error-debugging-debuggersubagent · ai-agents | Debugging specialist for errors, test failures, and unexpected behavior. Use proactively when encountering any issues. | No signals yet | No commit datelisted | armory install error-debugging-debugger --cli claude |
| 865 | Unranked | error-diagnostics-debuggersubagent · ai-agents | Debugging specialist for errors, test failures, and unexpected behavior. Use proactively when encountering any issues. | No signals yet | No commit datelisted | armory install error-diagnostics-debugger --cli claude |
| 866 | Unranked | ezsinehan-chrome-devtoolsmcp · browser | Connects Claude Code to Chrome browser via Chrome DevTools Protocol for web debugging. | No signals yet | No commit datelisted | No one-command install · Source |
| 867 | Unranked | figma-dev-mode-mcpmcp · front-end | The Dev Mode MCP server brings Figma directly into your workflow by providing important design information and context to AI agents generating code… | No signals yet | No commit datelisted | No one-command install · Source |
| 868 | Unranked | fireflymcp · ai-agents | Connect to Firefly AI services for advanced AI-powered development assistance, code analysis, and intelligent suggestions directly in your Claude Code… | No signals yet | No commit datelisted | No one-command install · Source |
| 869 | Unranked | flox-environmentsskill · database | "Create reproducible, cross-platform development environments with Flox — a declarative environment manager built on Nix. ALWAYS use this skill when… | No signals yet | No commit datelisted | armory install flox-environments --cli claude |
| 870 | Unranked | flutter-codermcp · back-end | Provides Flutter and Dart reference data, code generation, live API lookups, and a verified sample corpus for AI coding assistants, enabling efficient… | No signals yet | No commit datelisted | No one-command install · Source |
| 871 | Unranked | flutter-reviewersubagent · ai-agents | Flutter and Dart code reviewer. Reviews Flutter code for widget best practices, state management patterns, Dart idioms, performance pitfalls… | No signals yet | No commit datelisted | armory install flutter-reviewer --cli claude |
| 872 | Unranked | freegamestore-mcpmcp · devops | Enables building, publishing, and improving PWA games from your editor by scaffolding games, updating files, and auto-deploying to a live URL. | No signals yet | No commit datelisted | No one-command install · Source |
| 873 | Unranked | fsharp-reviewersubagent · back-end | Expert F# code reviewer specializing in functional idioms, type safety, pattern matching, computation expressions, and performance. Use for all F#… | No signals yet | No commit datelisted | armory install fsharp-reviewer --cli claude |
| 874 | Unranked | full-stack-orchestration-test-automatorsubagent · ai-agents | Master AI-powered test automation with modern frameworks, self-healing tests, and comprehensive quality engineering. Build scalable testing strategies… | No signals yet | No commit datelisted | armory install full-stack-orchestration-test-automator --cli claude |
| 875 | Unranked | fusion-compiler-session-mcpmcp · other | Manages a persistent Fusion Compiler session via PTY, enabling Tcl command execution and common EDA queries through an MCP interface. | No signals yet | No commit datelisted | No one-command install · Source |
| 876 | Unranked | fusion-compiler-session-mcp-2mcp · other | Enables starting and managing named independent PTY sessions for Synopsys Fusion Compiler, sending arbitrary Tcl commands, and listing/interrupting… | No signals yet | No commit datelisted | No one-command install · Source |
| 877 | Unranked | game-testing-frameworkworkflow · other | Use PROACTIVELY to implement comprehensive game testing frameworks with automated validation, performance testing, and multi-platform verification | No signals yet | No commit datelisted | armory install game-testing-framework --cli claude |
| 878 | Unranked | geminiskill · other | Use when the user asks to run Gemini CLI for code review, plan review, or big context (>200k) processing. Ideal for comprehensive analysis requiring… | No signals yet | No commit datelisted | armory install gemini --cli claude |
| 879 | Unranked | genkit-coder-agentmcp · ai-agents | Code generation agent built with Genkit (demonstrates developer tools) | No signals yet | No commit datelisted | No one-command install · Source |
| 880 | Unranked | gh-fix-ciskill · github-vcs | Inspect GitHub PR checks with gh, pull failing GitHub Actions logs, summarize failure context, then create a fix plan and implement after user… | No signals yet | No commit datelisted | armory install gh-fix-ci --cli claude |
| 881 | Unranked | gilfoylesubagent · ai-agents | Code review and analysis with the sardonic wit and technical elitism of Bertram Gilfoyle from Silicon Valley. Prepare for brutal honesty about your… | No signals yet | No commit datelisted | armory install gilfoyle --cli claude |
| 882 | Unranked | git-workflowworkflow · ai-agents | Orchestrate git workflow from code review through PR creation with quality gates | No signals yet | No commit datelisted | armory install git-workflow --cli claude |
| 883 | Unranked | github-automationskill · github-vcs | Automate GitHub repositories, issues, pull requests, branches, CI/CD, and permissions via Rube MCP (Composio). Manage code workflows, review PRs… | No signals yet | No commit datelisted | armory install github-automation --cli claude |
| 884 | Unranked | github-officialmcp · github-vcs | GitHub's official MCP Server. Interact with GitHub repositories, issues, pull requests, and more directly from Claude. | No signals yet | No commit datelisted | No one-command install · Source |
| 885 | Unranked | github-workflow-automationskill · github-vcs | Automate GitHub workflows with AI assistance. Includes PR reviews, issue triage, CI/CD integration, and Git operations. Use when automating GitHub… | No signals yet | No commit datelisted | armory install github-workflow-automation --cli claude |
| 886 | Unranked | github-workflow-automation-2skill · github-vcs | Automate GitHub workflows with AI assistance. Includes PR reviews, issue triage, CI/CD integration, and Git operations. Use when automating GitHub… | No signals yet | No commit datelisted | armory install github-workflow-automation-2 --cli claude |
| 887 | Unranked | gitlabmcp · auth | Official hosted integration providing secure access to GitLab projects, issues, merge requests, and CI/CD pipelines through OAuth 2.0 | No signals yet | No commit datelisted | No one-command install · Source |
| 888 | Unranked | gitlab-ai-mcp-servermcp · github-vcs | Connects AI coding assistants to GitLab instances, enabling project and issue management, merge request reviews, CI/CD inspection, repository… | No signals yet | No commit datelisted | No one-command install · Source |
| 889 | Unranked | go-buildworkflow · ai-agents | Fix Go build errors, go vet warnings, and linter issues incrementally. Invokes the go-build-resolver agent for minimal, surgical fixes. | No signals yet | No commit datelisted | armory install go-build --cli claude |
| 890 | Unranked | go-build-resolversubagent · ai-agents | Go build, vet, and compilation error resolution specialist. Fixes build errors, go vet issues, and linter warnings with minimal changes. Use when Go… | No signals yet | No commit datelisted | armory install go-build-resolver --cli claude |
| 891 | Unranked | go-reviewersubagent · ai-agents | Expert Go code reviewer specializing in idiomatic Go, concurrency patterns, error handling, and performance. Use for all Go code changes. MUST BE USED… | No signals yet | No commit datelisted | armory install go-reviewer --cli claude |
| 892 | Unranked | google-ai-studio-mcp-servermcp · back-end | Exposes Google AI Studio models (Gemini, Imagen, Veo) as MCP tools for text generation, image generation, and video generation, integrating with code… | No signals yet | No commit datelisted | No one-command install · Source |
| 893 | Unranked | graphite-climcp · ai-agents | Tool for managing code reviews in the age of AI: enable developers (and agents) to work with multiple dependent changes efficiently. | No signals yet | No commit datelisted | No one-command install · Source |
| 894 | Unranked | helm-chart-scaffoldingskill · devops | Comprehensive guidance for creating, organizing, and managing Helm charts for packaging and deploying Kubernetes applications. | No signals yet | No commit datelisted | armory install helm-chart-scaffolding --cli claude |
| 895 | Unranked | hyperdbg-mcpmcp · ai-agents | Exposes the HyperDbg hypervisor-assisted, ring-0 debugger to LLM agents, enabling low-level debugging operations with safety features like read-only… | No signals yet | No commit datelisted | No one-command install · Source |
| 896 | Unranked | imagesorcery-mcpmcp · back-end | An MCP server providing tools for image processing operations | No signals yet | No commit datelisted | No one-command install · Source |
| 897 | Unranked | implementation-plansubagent · ai-agents | Generate an implementation plan for new features or refactoring existing code. | No signals yet | No commit datelisted | armory install implementation-plan --cli claude |
| 898 | Unranked | incident-response-debuggersubagent · ai-agents | Performs deep root cause analysis through code path tracing, git bisect automation, dependency analysis, and systematic hypothesis testing for… | No signals yet | No commit datelisted | armory install incident-response-debugger --cli claude |
| 899 | Unranked | ios-simulatormcp · browser | Control iOS Simulator directly from Claude Code. Launch apps, take screenshots, manage device states, and streamline mobile development workflows. | No signals yet | No commit datelisted | No one-command install · Source |
| 900 | Unranked | java-build-resolversubagent · ai-agents | Java/Maven/Gradle build, compilation, and dependency error resolution specialist. Automatically detects Spring Boot or Quarkus and applies… | No signals yet | No commit datelisted | armory install java-build-resolver --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.