Armory
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Leaderboard

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

41 results · 65,239 in the catalog
RankScoreComponentDescriptionEvidenceLast commitInstall
192.627hidai25-evalviewmcp · devopsRegression testing for AI agents with golden baselines, CI/CD integration, and multi-framework support.133 stars · 24 forksNo one-command install · Source
286.878daghis-teamcitymcp · devopsIntegrates with JetBrains TeamCity CI/CD platform28 stars · 21 forksNo one-command install · Source
386.066github-actionsmcp · devopsEnables management of GitHub Actions workflows with tools for listing, viewing, triggering, canceling, and rerunning workflows, along with detailed…41 stars · 16 forksNo one-command install · Source
483.746hekmon8-jenkinsmcp · devopsIntegrates with Jenkins CI/CD pipelines to enable automated job management, build monitoring, and artifact handling for streamlined software delivery…15 stars · 17 forksNo one-command install · Source
583.136bsahane-ansiblemcp · devopsProvides infrastructure automation through Ansible with project-based configuration management, playbook execution with idempotence testing, inventory…30 stars · 12 forksNo one-command install · Source
682.585currents-test-resultsmcp · devopsProvides a bridge to Currents test results platform, enabling AI to analyze failing tests, optimize test suites, and troubleshoot CI/CD pipeline…20 stars · 14 forksNo one-command install · Source
778.238kjozsa-jenkinsmcp · devopsIntegrates with Jenkins CI/CD operations, enabling job listing, build triggering, and status checking for streamlined DevOps automation and pipeline…10 stars · 11 forksNo one-command install · Source
876.055itcaat-teamcitymcp · devopsIntegrates with JetBrains TeamCity for complete CI/CD pipeline management, enabling build triggering, cancellation, pinning, artifact downloads, tag…12 stars · 9 forksNo one-command install · Source
973.658jenkins-cicdmcp · devopsIntegrates with Jenkins CI/CD infrastructure to provide complete job management, build monitoring, pipeline execution, and artifact handling with…14 stars · 6 forksNo one-command install · Source
1072.722scosman-hooksmcp · devopsExposes project-specific development tools like tests, linters, and formatters through YAML configuration files, enabling secure execution of common…15 stars · 4 forksNo one-command install · Source
1168.715j04n-f-woodpecker-cimcp · devopsConnects AI assistants to Woodpecker CI for debugging pipeline failures, analyzing build logs, and troubleshooting CI/CD configurations.14 stars · 2 forksNo one-command install · Source
1267.906dubuqingfeng-gitlabmcp · devopsIntegrates with GitLab for merge request management, automated code reviews, and CI/CD workflows9 stars · 5 forksNo one-command install · Source
1365.043terry-form-terraformmcp · devopsProvides secure Terraform operations through Docker-containerized environments that isolate infrastructure planning and validation tasks, supporting…10 stars · 2 forksNo one-command install · Source
1457.245finopsguardmcp · devopsMCP agent providing cost-aware guardrails for IaC in CI/CD with advanced policy enforcement.7 stars · 1 forkNo one-command install · Source
1544.256lighthouse-performancemcp · devopsAutomates Google Lighthouse performance auditing with configurable device types and audit categories, providing Core Web Vitals analysis, critical…3 stars · 1 forkNo one-command install · Source
1544.256devpilotmcp · devopsAutomates VPS initialization and deployment workflows through SSH connections, providing tools for system setup, service installation, Nginx…3 stars · 1 forkNo one-command install · Source
1743.498openshift-pipelines-tektonmcp · devopsEnables DevOps teams to start and monitor Tekton CI/CD pipelines in Kubernetes environments through natural language commands without requiring direct…2 stars · 2 forksNo one-command install · Source
1843.275atlassian-bamboo-mcp-servermcp · devopsEnables AI assistants to interact with Atlassian Bamboo CI/CD, allowing natural language queries to check build status, fetch logs, trigger builds…4 starsNo one-command install · Source
1932.223jl-codes-rp1-devmcp · devopsManages RP1 spatial fabric environments, including fabric creation, universal fabric attachment, Network Service Object deployment, and project…2 starsNo one-command install · Source
2029.013dion-hagan-spinnakermcp · devopsIntegrates with Spinnaker to enable AI-driven management of deployments, pipelines, and applications for enhanced CI/CD automation and orchestration.1 star · 1 forkNo one-command install · Source
2122.557evernode-mcpmcp · devopsEnables AI agents to build, check, cost, and deploy HotPocket dApps on Evernode/Xahau by scaffolding deterministic contracts, checking determinism…1 starNo one-command install · Source
2122.557fables-mcp-servermcp · devopsAn MCP server that provides AI agents with tools to build, deploy, and manage Flutter applications, including APK/AAB generation, keystore management…1 starNo one-command install · Source
2122.557agimaulana-codemagicmcp · devopsManage Codemagic CI/CD builds, apps, artifacts, caches, and environment variables.1 starNo one-command install · Source
2122.557yusiwen-drone-cimcp · devopsInteract with Drone CI/CD pipelines to manage repositories, builds, secrets, and cron jobs.1 starNo one-command install · Source
25Unrankedappcirclemcp · devopsBridges AI tools with the Appcircle mobile CI/CD platform for build profiles, signing, testing distribution, and app store publishing.No signals yetNo one-command install · Source
26Unrankedappcircle-mcpmcp · devopsEnables AI agents to interact with Appcircle mobile CI/CD platform for build management, signing identities, testing distribution, and reporting.No signals yetNo one-command install · Source
27Unrankedcicd-aiopsmcp · devopsGoverned CI/CD operations for self-hosted GitLab and Gitea — pipeline-failure, runner, artifact-bloat, and stale-branch RCA, with unbypassable audit…No signals yetNo one-command install · Source
28Unrankededitor-mcpmcp · devopsA secure, isolated MCP server providing full code editor functionality for AI pair programming, with Docker-based command execution and Cloudflare…No signals yetNo one-command install · Source
29Unrankedmy-mcp-server-5mcp · devopsA TypeScript MCP server boilerplate that provides tools like calculator, weather, geocoding, and image generation via HuggingFace, supporting both…No signals yetNo one-command install · Source
30Unrankedcoderocket-mcpmcp · devopsMCP server for CodeRocket Deploy providing AI-generated CI/CD workflows and AI code review as tools inside Claude Code.No signals yetNo one-command install · Source
31Unrankedbamboo-mcp-servermcp · devopsEnables management of Atlassian Bamboo CI/CD pipelines, projects, plans, builds, and deployments through natural language commands.No signals yetNo one-command install · Source
32Unrankedcsoai-org-ci-cd-generator-ai-mcpmcp · devopsAI-powered CI/CD pipeline generation and configuration tools.No signals yetNo one-command install · Source
33Unrankedclaude-iac-mcp-servermcp · devopsEnables AI agents to query an approved Terraform module registry and generate compliant Azure infrastructure code. It provides tools for module…No signals yetNo one-command install · Source
34Unrankedk8s-manifest-auditmcp · devopsStatic audit of Kubernetes manifests via MCP, powered by kube-linter. Returns structured reports with severity, check ID, category, message, and…No signals yetNo one-command install · Source
35Unrankedtypescript-mcp-server-boilerplatemcp · devopsA boilerplate for building and deploying MCP servers on Vercel, featuring example tools like greeting, calculator, weather, and Hugging Face image…No signals yetNo one-command install · Source
36Unrankedpinionmcp · devopsAI-powered characterization test generator that reads Python functions or class methods, synthesizes inputs, captures behavior in a sandbox, and emits…No signals yetNo one-command install · Source
37Unrankedcrowvaultmcp · devops327 developer tools via MCP for generating Dockerfiles, schemas, Kubernetes configs, APIs, and more.No signals yetNo one-command install · Source
38Unrankedproject-scaffoldmcp · devopsAn MCP server that scaffolds full-stack projects with consistent structure, Docker setup, CI/CD pipelines, and database configuration.No signals yetNo one-command install · Source
39Unrankedgitlab-mcp-glabmcp · devopsProvides GitLab issue and CI/CD management tools using the glab CLI, with reduced context token usage compared to the official GitLab MCP.No signals yetNo one-command install · Source
40Unrankedgithub-actions-mcpmcp · devopsAnalyzes GitHub Actions workflows and performance, helping identify bottlenecks, failures, and optimization opportunities in CI/CD pipelines.No signals yetNo one-command install · Source
41Unrankedfreegamestore-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

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