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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

1,162 results · 65,239 in the catalog
RankScoreComponentDescriptionEvidenceLast commitInstall
801Unrankedbamboo-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
802Unrankedcloud-sandbox-mcpmcp · devopsProvides ChatGPT with a persistent, VM-like Linux engineering workstation inside Docker, with root access, development tools, and a private nested…No signals yetNo one-command install · Source
803Unrankedrollout-playbook-mcpmcp · devopsExposes deployment playbooks as MCP resources and tools, enabling AI assistants to search best practices and generate tailored rollout plans.No signals yetNo one-command install · Source
804Unrankedatlassian-mcp-infrastructuremcp · devopsHardened Docker infrastructure enabling secure, single-tenant MCP access to Jira and Confluence Cloud through a proxy.No signals yetNo one-command install · Source
805Unrankedsandbox-compute-brokermcp · devopsEnables AI agents to run compute tasks in secure sandboxes with optional interactive UIs, brokering between agents and isolated execution…No signals yetNo one-command install · Source
806Unrankedsuperenalotto-mcp-servermcp · devopsProvides a template for deploying a remote MCP server on Cloudflare Workers without authentication, with instructions to customize tools and connect…No signals yetNo one-command install · Source
807Unrankedn-mtema-mcp-foundrymcp · devopsTransforms OpenAPI specs into governed MCP applications with a local-first studio, OAuth, simulation, and Docker deployment.No signals yetNo one-command install · Source
808Unrankedaiganak-aiops-mcpmcp · devopsEnables autonomous infrastructure diagnostics, log root-cause analysis, and safe code patching via tools for querying logs, inspecting Python AST, and…No signals yetNo one-command install · Source
809Unrankedbriefroom-mcpmcp · devopsEnables AI agents to deploy HTML and pull reviewer comments via the briefroom CLI without spawning shells.No signals yetNo one-command install · Source
810Unrankedcoolify-anythingllm-mcpmcp · devopsConnects AnythingLLM to Coolify for natural language management of self-hosted infrastructure, including diagnostics, log fetching, and deployment…No signals yetNo one-command install · Source
811Unrankedaws-s3-connector-mcpmcp · devopsEnables MCP clients to connect to AWS S3 buckets, list, upload, and read objects in various formats, supporting public and private buckets with…No signals yetNo one-command install · Source
812Unrankedcirdanmcp · devopsCirdan maps and watches the live infrastructure your agent session can reach — Docker, Kubernetes, cloud, IaC, and telemetry — then exposes it over…No signals yetNo one-command install · Source
813Unrankedprovision-stack-mcpmcp · devopsCloud infrastructure provisioning via natural language. Enables deploying production-ready infrastructure on AWS, GCP, Azure, or Oracle with a single…No signals yetNo one-command install · Source
814Unrankedallternit-opsmcp · devopsA single MCP gateway for Allternit LLC business operations, providing tools for Stripe invoicing, Cloudflare Pages deployment, brain document search…No signals yetNo one-command install · Source
815Unrankedcf-mcp-trafficmcp · devopsExposes Cloudflare HTTP traffic and firewall analytics to Claude Code via MCP tools, including a deterministic suspicion scorer.No signals yetNo one-command install · Source
816Unrankedmcp-agent-session-summariesmcp · devopsLet your OpenCode coding agent document agent sessions in a safe, sandboxed markdown folder.No signals yetNo one-command install · Source
817Unrankedgrok-web-mcpmcp · devopsAutomates Grok web interface to provide chat, web search, and conversation management via MCP, supporting multiple accounts and local/remote…No signals yetNo one-command install · Source
818Unrankedlocal-docker-mcpmcp · devopsEnables Docker container management and test execution via MCP tools, supporting image building, container operations, and automated test runs.No signals yetNo one-command install · Source
819Unrankedylx-devmcp · devopsDevelopment assistant for YLx photo proofing platform, enabling PR review, codebase queries, feature suggestions, audits, test generation, and…No signals yetNo one-command install · Source
820Unrankeddocker-ops-servermcp · devopsConnects an AI assistant to local Docker and Kubernetes environments, enabling real-time command execution and log inspection with user approval.No signals yetNo one-command install · Source
821Unrankedtimer-mcpmcp · devopsA minimal MCP server that gives AI agents the ability to pause execution by waiting a specified number of seconds, with support for local and AWS…No signals yetNo one-command install · Source
822Unrankedmcpsidecarmcp · devopsThis MCP server runs as a sidecar in a Docker sandbox, providing tools for Microsoft Learn documentation and code sample search, and a resource for…No signals yetNo one-command install · Source
823Unrankedmcp-docker-agenticmcp · devopsEnables agentic Docker container operations including file read/write, command execution, and interactive TTY sessions via the local Docker binary.No signals yetNo one-command install · Source
824Unrankedmcp-pandasmcp · devopsEnables data analysis on CSV/Excel files using pandas. Supports profiling, column interpretation, sandboxed code execution, and interactive chart…No signals yetNo one-command install · Source
825Unrankedmcp-k8s-ephemeral-jobmcp · devopsEnables running ephemeral Kubernetes Jobs/pods with caller-chosen images and commands, returning results and artifacts while automating cleanup…No signals yetNo one-command install · Source
826Unrankedamplify-mcp-proxymcp · devopsExposes tools to query Salesforce for candidates by name and send them to a BHA screening API. Designed for deployment on AWS Lambda with API Gateway.No signals yetNo one-command install · Source
827Unrankedremote-mcp-authless-2mcp · devopsDeploys a remote MCP server on Cloudflare Workers without authentication, allowing connection from clients like Claude Desktop via mcp-remote proxy.No signals yetNo one-command install · Source
828Unrankedcheckov-mcpmcp · devopsMCP server for analyzing Checkov results and generating executive explanations of vulnerabilities in Terraform infrastructure.No signals yetNo one-command install · Source
829Unrankedrs-mcp-lunarmcp · devopsEnables BaZi and Zi Wei Dou Shu calculations through a stateless MCP server deployed on Cloudflare Workers, providing tools like bazi_chart and…No signals yetNo one-command install · Source
830Unrankedremote-mcp-server-on-cloudflare-authlessmcp · devopsDeploy an MCP server on Cloudflare Workers without authentication, enabling remote MCP client connections from AI Playground or Claude Desktop via…No signals yetNo one-command install · Source
831Unrankedlucid-lineage-graphrag-mcpmcp · devopsExposes six Neo4j graph tools for tracing data lineage, checking compliance boundaries, and managing audit findings in a simulated infrastructure…No signals yetNo one-command install · Source
832Unrankedrjmlaird-mcpmcp · devopsA remote MCP server template for Cloudflare Workers, enabling easy deployment and connection to AI clients like Cloudflare AI Playground and Claude…No signals yetNo one-command install · Source
833Unrankedopenpouchmcp · devopsAgent-native hosting: your agent deploys any folder to a live URL in one command — no account, no dashboard, no CAPTCHA — and hands the human a link…No signals yetNo one-command install · Source
834Unrankedshieldly-mcpmcp · devopsEnables AI assistants to analyze AWS IAM policies and CloudFormation templates for security risks.No signals yetNo one-command install · Source
835Unrankedmeal-tracker-mcpmcp · devopsTracks meals for three people with cost calculation, deployable on Render and connectable to ChatGPT.No signals yetNo one-command install · Source
836Unrankedarchway-mcp-servermcp · devopsProvides governance posture assessment, engagement scoping, and R&D risk screening tools via MCP, deployed on Cloudflare Workers.No signals yetNo one-command install · Source
837Unrankedcypht-mcpmcp · devopsCloudflare Worker implementation of the Cypht email MCP, providing eight email tools for account management, email sending, listing, viewing…No signals yetNo one-command install · Source
838Unrankedadios-mcpmcp · devopsEnables interacting with Adios workspaces, previews, builds, logs, and deployments from MCP clients. Hosted service at Adios, no local deployment…No signals yetNo one-command install · Source
839Unrankedllmstxt-doc-searchmcp · devopsLive, ranked search across any number of llms.txt documentation sites - Strands, Kiro, the AWS guides, and whatever you add at runtime.No signals yetNo one-command install · Source
840Unrankedlogflare-mcp-code-modemcp · devopsEnables agents to interact with the Logflare API by writing JavaScript functions that run in a Vercel Sandbox, using three tools: search…No signals yetNo one-command install · Source
841Unrankedjson-ui-renderer-mcpmcp · devopsEnables deploying a remote MCP server on Cloudflare Workers without authentication, allowing customization of tools for AI interaction.No signals yetNo one-command install · Source
842Unrankedobsidian-git-sync-mcpmcp · devopsA dockerised, self-hostable host that runs an Obsidian vault headlessly and serves it to MCP clients, with pluggable sync (git first).No signals yetNo one-command install · Source
843Unrankedmcp-powered-ai-assistancemcp · devopsEnables secure execution of Python code, SQL queries, and metric fetching through MCP with ephemeral Docker sandboxing.No signals yetNo one-command install · Source
844Unrankedaws-compliance-mcp-servermcp · devopsEnables LLMs to perform automated compliance scanning of AWS infrastructure against PCI-DSS, CIS, and Well-Architected frameworks. It provides tools…No signals yetNo one-command install · Source
845Unrankedsolsentry-mcpmcp · devopsProvides post-deploy Solana threat intelligence, enabling AI agents to check operators, tokens, and network stats for detecting rug pulls and…No signals yetNo one-command install · Source
846Unrankedproxmox-mcpsmcp · devopsEnables AI assistants to manage Proxmox VE infrastructure, including VMs, containers, storage, network, high availability, replication, SDN, and node…No signals yetNo one-command install · Source
847Unrankedcoolify-mcpmcp · devopsMCP server for Coolify infrastructure management, providing 45 tools for servers, applications, databases, deployments, and diagnostics via natural…No signals yetNo one-command install · Source
848Unrankedobjectstackmcp · devopsConnect Gemini CLI to any ObjectStack deployment over the Model Context Protocol to discover objects, query and change records, and run business…No signals yetNo one-command install · Source
849Unrankedoci-mcp-blueprintmcp · devopsProvides a blueprint for building and deploying Python MCP servers on Oracle Cloud Infrastructure, with sample tools for database schema and data…No signals yetNo one-command install · Source
850Unrankedafr-benchmark-mcpmcp · devopsProvides a template for deploying a remote MCP server on Cloudflare Workers without authentication, enabling customizable tools and integration with…No signals yetNo one-command install · Source
851Unrankedimages-mcpmcp · devopsProvides image generation tools powered by OpenRouter, running on Cloudflare Workers.No signals yetNo one-command install · Source
852Unrankednqs-gemini-imagesmcp · devopsMCP server for image generation and editing powered by Google Gemini, deployable on Cloudflare Workers.No signals yetNo one-command install · Source
853Unrankedhugr-toolsmcp · devopsA monorepo of MCP toolkits for Cloudflare Workers, providing over 630 tools across SaaS providers and AWS, with composite tools for security, incident…No signals yetNo one-command install · Source
854Unrankedkube-whisperermcp · devopsAutonomous AI agent for Kubernetes triage and infrastructure management using natural language.No signals yetNo one-command install · Source
855Unrankedaws-infrastructure-mcp-servermcp · devopsEnables Claude AI to automatically audit AWS cloud resource configurations, diagnose security vulnerabilities, and generate high-availability…No signals yetNo one-command install · Source
856Unrankedgrok-mcp-cloudrunmcp · devopsGrok plugin for deploying and managing Google Cloud Run services via MCP tools, slash commands, and a skill.No signals yetNo one-command install · Source
857Unrankedshiply-static-site-hosting-deploymentmcp · devopsInstant web hosting for AI agents. Publish a live site in one call, no account needed.No signals yetNo one-command install · Source
858Unrankedxiaozhi-mcp-bridgemcp · devopsBridges MCP for XiaoZhi AI agent using Cloudflare Workers + Durable Objects, maintaining persistent WebSocket connection and enabling custom tool…No signals yetNo one-command install · Source
859Unrankedfemcp · devopsMulti-site analytics for AI agents — GA4, Google Search Console, Cloudflare edge, PageSpeed, and audit insights across all your websites as tools.No signals yetNo one-command install · Source
860Unrankedhostodo-mcpmcp · devopsManage Hostodo VPS infrastructure from MCP clients and AI agents with scoped tokens and audit logs.No signals yetNo one-command install · Source
861Unrankedagent-labmcp · devopsRun and test agentic systems in isolated Docker sandboxes, varying system prompts, models, and task prompts while capturing full behavior traces via…No signals yetNo one-command install · Source
862Unrankedwovo-mcpmcp · devopsEnables AI agents to deploy HTML pages and manage them (list, archive, move, rename) in a versioned library via MCP tools.No signals yetNo one-command install · Source
863Unrankedself-hosted-pages-mcpmcp · devopsEnables AI assistants to deploy and manage static websites on EdgeOne Pages via the Model Context Protocol.No signals yetNo one-command install · Source
864Unrankedperformance-engineer-mcpmcp · devopsAnalyzes websites like a senior performance engineer and produces prioritized Core Web Vitals recommendations. Provides 16 tools for detailed…No signals yetNo one-command install · Source
865Unrankedmcp-secure-sandboxmcp · devopsProvides a secure, containerized Python sandbox for executing LLM-generated code with multi-layer isolation, along with JSON/CSV validation and…No signals yetNo one-command install · Source
866Unrankedpartner-polarismcp · devopsEnables AI assistants to query, calculate, and benchmark AWS Partner Polaris training depth levels using CSV data.No signals yetNo one-command install · Source
867Unrankedkubewhispermcp · devopsAn AI-DevOps MCP server that gives LLMs read-only-by-default access to Kubernetes clusters, Prometheus metrics, and GitHub Actions, enabling natural…No signals yetNo one-command install · Source
868Unrankedops-copilot-mcpmcp · devopsA self-hosted MCP server providing a governed interface for AI agents to interact with local Docker infrastructure, featuring a two-phase confirm…No signals yetNo one-command install · Source
869Unrankedjupyter-book-writermcp · devopsAutomates Jupyter Book notebook creation by fixing common rendering issues (bold, math, markdown formatting) and provides tools for adding cells…No signals yetNo one-command install · Source
870Unrankeddploymcp · devopsEnables AI agents to deploy applications and manage servers over SSH using natural language commands, with built-in tools for Python bots, Docker…No signals yetNo one-command install · Source
871Unrankedk8s-ops-mcp-servermcp · devopsConnects Claude Desktop to any Kubernetes cluster, enabling natural language queries for diagnostics and operations such as listing pods, viewing…No signals yetNo one-command install · Source
872Unrankedsakenowa-mcp-vercelmcp · devopsEnables querying Japanese sake data (prefectures, sakes, flavors, rankings) via MCP protocol, deployed as a Vercel serverless function.No signals yetNo one-command install · Source
873Unrankedcsoai-dora-nis2-crosswalkmcp · devopsMaps EU DORA and NIS2 regulatory obligations to unified compliance controls for financial and critical infrastructure operators.No signals yetNo one-command install · Source
874Unrankedcsoai-uk-ai-bill-compliancemcp · devopsAutomates compliance audits against the UK AI White Paper's five principles for AI developers and deployers operating in the UK market.No signals yetNo one-command install · Source
875Unrankedskybrainmcp · devopsProvides a shared MCP memory layer for AI clients, backed by Cloudflare Workers and D1, enabling personal Markdown notes management.No signals yetNo one-command install · Source
876Unrankedinfrapilotmcp · devopsEnables infrastructure operations including provisioning, configuration, monitoring, compliance auditing, and auto-remediation through natural…No signals yetNo one-command install · Source
877Unrankedci-sentinelmcp · devopsSecurity auditor for CI ecosystems that detects supply-chain and injection flaws in CI/CD configuration files across seven CI platforms, providing…No signals yetNo one-command install · Source
878Unrankedmcp-dataforgemcp · devopsTurns natural language into data pipeline actions using six specialist agents that collaborate through MCP to build, validate, and monitor data…No signals yetNo one-command install · Source
879Unrankedaws-mcp-gatewaymcp · devopsA minimal, security-focused MCP gateway for connecting ChatGPT to AWS account data through explicit, read-only tools.No signals yetNo one-command install · Source
880Unrankedmcp-chefmcp · devopsEnables AI agents to participate in CodeChef contests by fetching problems, generating and testing solutions in a secure sandbox, and submitting…No signals yetNo one-command install · Source
881Unrankedrepcheckmcp · devopsTrust & reputation infrastructure for AI agents. Two tools: verify_agent returns trust scores and job history for any agent, report_outcome records…No signals yetNo one-command install · Source
882Unrankedrnaseq-mcpmcp · devopsEnables analysis of bulk RNA-seq data using natural language queries, executing R and Python in a Docker container with automatic sample anonymization…No signals yetNo one-command install · Source
883Unrankedvibe-code-mcpmcp · devopsConnects to vibe-code-best-practices.vercel.app to index 817 tools across 185 sections and 10 domains, routes the right tool/Skill for your project…No signals yetNo one-command install · Source
884Unrankedlatent-defense-mcp-servermcp · devopsConnects Claude Code to a Latent Defense deployment to map GitHub repositories into an infrastructure graph, discover attack paths using the JEPA…No signals yetNo one-command install · Source
885Unrankedverditnxtgenmcp · devopsA cryptographic sidecar proxy that tests MCP tools for OWASP vulnerabilities before deployment. Automatically sandbox and audit your AI agents' tool…No signals yetNo one-command install · Source
886Unrankedykshah1309-global-sentinelmcp · devopsAggregates Polymarket, GDELT, OpenSky, and Cloudflare Radar for real-time global intelligence.No signals yetNo one-command install · Source
887Unrankedcloud71-mcp-connectormcp · devopsEnables AI assistants to deploy generated files (HTML, PDF, images, etc.) directly to cloud71 hosting, returning a public URL, and manage cloud71…No signals yetNo one-command install · Source
888Unrankedfirefly-iii-mcp-server-cloudflare-workermcp · devopsEnables AI tools to interact with Firefly III personal finance manager through the MCP protocol, deployed globally on Cloudflare Workers for low…No signals yetNo one-command install · Source
889Unrankeddaemoonmcp · devopsEnables AI coding agents to access and manage multiple dev infrastructure providers (Vercel, GitHub, Supabase, Cloudflare, GCP) through a single MCP…No signals yetNo one-command install · Source
890Unrankeddaemoon-2mcp · devopsGives AI coding agents (Claude Code, Cursor, etc.) unified, secure access to dev infrastructure (Vercel, GitHub, Supabase, Cloudflare, GCP) via a…No signals yetNo one-command install · Source
891Unrankedgemini-sidekickmcp · devopsA remote MCP connector deployed as a Cloudflare Worker that gives Claude access to Google Gemini models, enabling image generation/editing, model…No signals yetNo one-command install · Source
892Unrankedmcp-gateway-sandboxmcp · devopsEnables executing arbitrary code and Postman collections in isolated Docker sandboxes via an MCP server, with a real-time web dashboard for…No signals yetNo one-command install · Source
893Unrankedinfra-mcpmcp · devopsMCP server that wraps Docker, Caddy, and GitHub Actions operations on a remote VPS, enabling Claude to take read-then-write-with-confirmation…No signals yetNo one-command install · Source
894Unrankedbcdockermcp · devopsMCP server for managing Business Central Docker containers, enabling AI assistants to list, create, test, and manage BC sandboxes via natural…No signals yetNo one-command install · Source
895Unrankedr2-bucket-mcpmcp · devopsEnables file operations (upload, download, list, delete) on Cloudflare R2 (S3-compatible) storage, with dedicated APK upload tool.No signals yetNo one-command install · Source
896Unrankedploi-io-mcp-servermcp · devopsEnables managing Ploi.io servers, sites, databases, and Docker containers through the Ploi API, supporting both local stdio and remote Cloudflare…No signals yetNo one-command install · Source
897Unrankedvindata-mcp-servermcp · devopsRemote MCP server with built-in GitHub OAuth, deployed on Cloudflare Workers, enabling tools like addition, GitHub user info, and image generation…No signals yetNo one-command install · Source
898Unrankedprismsremcp · devopsPrismSRE is an AI-powered Kubernetes troubleshooting agent that uses Google's Gemini models and the Model Context Protocol to provide autonomous…No signals yetNo one-command install · Source
899Unrankedmcp-eval-harnessmcp · devopsMCP-based code evaluation harness — sandboxed execution + LLM quality scoring.No signals yetNo one-command install · Source
900Unrankedsandbox-seedmcp · devopsSalesforce sandbox seeding, built for AI agents. SOQL-driven org-to-org record copy with automatic dependency-graph walking, cross-org FK remapping…No signals yetNo 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