Armory
Source

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
Sort
ScoreUsageTestedMentionsStarsName
Highest FirstRows50100250Export

Needs the armory CLI · not on npm yet, build it from cli/ in the repository

1,032 results · 65,239 in the catalog
RankScoreComponentDescriptionEvidenceLast commitInstall
801Unrankedoffice-mcp-2mcp · commsAutomates Windows Office applications (WPS Office and Outlook) via COM automation, enabling AI assistants to perform spreadsheet, document, and email…No signals yetNo one-command install · Source
802Unrankedelevenlabs-call-mcpmcp · commsEnables Poke to place real outbound phone calls using ElevenLabs Conversational AI and Twilio, with tools to manage calls and receive summaries.No signals yetNo one-command install · Source
803Unrankedcontextbolt-bookmarksmcp · commsAI-powered recall over your saved bookmarks. It gives Claude semantic search, topic clusters, recent saves, and save-from-chat across the content you…No signals yetNo one-command install · Source
804Unrankedspark1security-n0s1mcp · commsSecret scanner for collaboration platforms including Slack, Jira, Confluence, Asana, and GitHub.No signals yetNo one-command install · Source
805Unrankedwxpush-mcpmcp · commsWraps WeChat push capability as MCP tools, allowing users to send WeChat template messages and check health via Claude clients.No signals yetNo one-command install · Source
806Unrankedprintify-mcpmcp · commsConnect Printify to Claude to create, update, and publish print-on-demand products directly from chat.No signals yetNo one-command install · Source
807Unrankedbook-mcpmcp · commsA service that lets readers chat with fictional characters from novels, where the AI adopts the character's personality, memory, and knowledge for…No signals yetNo one-command install · Source
808Unrankedworksuite-mcpmcp · commsConnects AI assistants to Google Workspace (Gmail, Drive, Docs, Sheets, Slides, Calendar, Tasks, Forms, Chat, Contacts) through your own OAuth app…No signals yetNo one-command install · Source
809Unrankedtwilio-mcpmcp · commsMCP server for Twilio communications, enabling SMS/MMS sending, message listing, outbound calls, and phone number lookup.No signals yetNo one-command install · Source
810Unrankedstriderlabs-gmailmcp · commsGmail integration for sending, reading, searching, and listing emails via Google APIs.No signals yetNo one-command install · Source
811Unrankedstriderlabs-mcp-gmailmcp · commsMCP server that gives AI agents the ability to send, read, and search email via Gmail.No signals yetNo one-command install · Source
812Unrankedselectic-mcpmcp · commsEnables AI assistants to call, text, and email businesses on your behalf, read back transcripts, recordings, and replies.No signals yetNo one-command install · Source
813Unrankedgoogle-workspace-mcp-sidecarmcp · commsA policy-enforcing MCP sidecar that provides Gmail and Google Calendar tools, enabling email drafting, thread management, calendar event retrieval…No signals yetNo one-command install · Source
814Unrankedimap-mcpmcp · commsEnables email management via IMAP and SMTP with multi-account support, safe sending with confirmation, and read-only modes.No signals yetNo one-command install · Source
815Unrankedretro-mcpmcp · commsGenerates sprint retrospectives grounded in actual data from Jira, GitHub, and Slack, providing evidence-backed insights and action items.No signals yetNo one-command install · Source
816Unrankedgmail-google-docs-mcp-servermcp · commsEnables AI assistants to send emails via Gmail and append text to Google Docs or local files.No signals yetNo one-command install · Source
817Unrankedstandup-mcpmcp · commsGenerates daily standup drafts from your actual GitHub, Jira, Linear, and Slack activity, grouping work items and detecting blockers.No signals yetNo one-command install · Source
818Unrankednaver-works-mail-mcpmcp · commsEnables reading and sending Naver Works emails (Korean business email service) through Claude Desktop using IMAP/SMTP with app passwords.No signals yetNo one-command install · Source
819Unrankedfeedhook-mcpmcp · commsTurns a YouTube channel into a webhook that delivers signed HTTP POST notifications ~8 seconds after a new video is published, without polling or…No signals yetNo one-command install · Source
820Unrankedcsoai-org-email-validator-ai-mcpmcp · commsTools for validating email addresses, checking formats, and verifying deliverability.No signals yetNo one-command install · Source
821Unrankedcsoai-org-email-automation-mcpmcp · commsTools for automating email workflows, templates, and campaign management.No signals yetNo one-command install · Source
822Unrankeddocument-convertermcp · commsConverts PDFs, Office files, spreadsheets, emails, audio, and more to Markdown locally, enabling AI assistants to read and process them without cloud…No signals yetNo one-command install · Source
823Unrankedcalifornia-housing-mcp-agentmcp · commsEnables California housing price predictions, batch scoring, and agent-based chat using a trained ML model served via MCP tools.No signals yetNo one-command install · Source
824Unrankedhuman-delegationmcp · commsAn MCP server that enables agents to delegate asynchronous tasks to registered humans, with support for threaded conversation, result review, and…No signals yetNo one-command install · Source
825Unrankedgoogle-workspace-mcp-server-5mcp · commsEnables interaction with Gmail and Google Docs via MCP, including email search, read, send, and document read/create operations.No signals yetNo one-command install · Source
826Unrankedcourier-mcpmcp · commsEnables AI agents to create disposable email inboxes and automatically extract OTPs, magic links, and verification codes from incoming emails.No signals yetNo one-command install · Source
827Unrankedagent-room-mcpmcp · commsEnables Cursor agents to communicate via a shared chat room, allowing them to ask questions, share status, and warn about conflicts while…No signals yetNo one-command install · Source
828Unrankedai-personal-email-assistantmcp · commsEnables AI assistants to manage Gmail and Outlook inboxes through natural language, supporting email search, reading, and reply operations.No signals yetNo one-command install · Source
829Unrankedmailplug-jandi-mcpmcp · commsMCP server for Mailplug email workflows and JANDI notifications, providing tools to build and send JANDI messages via webhook.No signals yetNo one-command install · Source
830Unrankedagents-chat-mcpmcp · comms基于MCP协议的聊天桥接服务器，允许多个AI Agent接入同一个聊天室进行对话协作。No signals yetNo one-command install · Source
831Unrankeddiscord-webhook-mcpmcp · commsEnables AI agents to send text messages and images to Discord channels via webhooks.No signals yetNo one-command install · Source
832Unrankedagentpingmcp · commsLet your AI agent notify you via email, Slack, Discord, or webhook using a single tool.No signals yetNo one-command install · Source
833Unrankedtelegram-mcp-server-2mcp · commsA Telegram integration for MCP-compatible clients, enabling account, chat, message, contact, media, folder, and admin operations.No signals yetNo one-command install · Source
834Unrankedapple-event-mcpmcp · commsMCP server for Apple event liveblog updates from Engadget, MacRumors, iClarified, and Macworld, enabling AI agents to search, summarize, and monitor…No signals yetNo one-command install · Source
835Unrankedgtm-mcp-servermcp · commsA unified MCP server that connects HubSpot, Clay, Apollo, Slack, and email to enable AI agents to execute multi-step GTM workflows such as…No signals yetNo one-command install · Source
836Unrankedproton-bridge-mcpmcp · commsEnables sending correctly threaded email replies through Proton Mail Bridge using SMTP with proper In-Reply-To and References headers, avoiding IMAP…No signals yetNo one-command install · Source
837Unrankedtalktoplanb-mcpmcp · commsLets AI assistants list chat rooms, read messages, and send messages on TalkToPlanB, a self-hosted WhatsApp-alternative messenger.No signals yetNo one-command install · Source
838Unrankedemail-mcpmcp · commsLocal MCP server for multi-account IMAP/SMTP email (iCloud + Gmail via app-specific passwords). Never marks mail read. Cross-folder search, idempotent…No signals yetNo one-command install · Source
839Unrankedrustfs-mcpmcp · commsA per-add-on RustFS (S3) object-storage admin MCP for the kubero chat, enabling management of S3-compatible buckets and objects through natural…No signals yetNo one-command install · Source
840Unrankedchamademcp · commsVoice and chat gateway for AI agents — join Discord, Teams, Meet, Slack, Zoom, Telegram, WhatsApp, and SIP calls.No signals yetNo one-command install · Source
841Unrankedchamade-mcp-servermcp · commsMCP server for Chamade — a voice and chat gateway that lets your AI agent join meetings and DMs on Discord, Microsoft Teams, Google Meet, Telegram…No signals yetNo one-command install · Source
842Unrankedcalendar-mcp-servermcp · commsEnables MCP clients to manage Google Calendar events, including CRUD operations, recurring events, free/busy queries, and push notifications via…No signals yetNo one-command install · Source
843Unrankedconsentgate-mcpmcp · commsEnables MCP-capable agents to gate their actions behind human consent, checking consent rules and requesting approval via Telegram before proceeding…No signals yetNo one-command install · Source
844Unrankedcode-review-mcpmcp · commsEnables Codex-powered Git code review by collecting diffs and generating Chinese Markdown reviews with optional Feishu notifications.No signals yetNo one-command install · Source
845Unrankedemail-agentmcp · commsTurns Claude Desktop into an email assistant that connects to Gmail, reads your inbox, classifies emails, drafts replies in your voice, and sends them…No signals yetNo one-command install · Source
846Unrankedbogamatic-sac-mcpmcp · commsEnables interaction with the Argentine judiciary system (SAC - Justicia Cordoba) via Claude Desktop, supporting case searches, notifications, and…No signals yetNo one-command install · Source
847Unrankedsnoooz-mcpmcp · commsEnables AI assistants to configure Snoooz email automation in natural language, including creating rules, follow-ups, training, and troubleshooting.No signals yetNo one-command install · Source
848Unrankedhtml-email-playbookmcp · commsTeaches AI to write HTML email that renders in Outlook, Gmail, and Apple Mail. 19 rules, 6 components.No signals yetNo one-command install · Source
849Unrankedbounceprotectmcp · commsEmail validation and SMTP verification for Claude Desktop, Cursor, and Claude Code.No signals yetNo one-command install · Source
850Unrankedhuman-dispatch-mcpmcp · commsRoutes tasks from AI agents to human workers via webhook providers with smart matching, fallback chains, and proof-of-completion tracking.No signals yetNo one-command install · Source
851Unrankedmcp-claudemcp · commsEnables chatting with AI directly in Roblox Studio to read, write, and modify scripts and instances, supporting multiple free AI providers.No signals yetNo one-command install · Source
852Unrankedfieldcure-mcp-outbox-servermcp · commsA multi-channel messaging MCP server that sends messages through Slack, Telegram, Email (Gmail, Naver, Microsoft Graph API), KakaoTalk, and Discord.No signals yetNo one-command install · Source
853Unrankedsupermarco74-webvoicemcp · commsMulti-modal AI service with chat, TTS, STT, translation, and image generation via MCP.No signals yetNo one-command install · Source
854Unrankedgemmaai-mcpmcp · commsProvides read-only access to Gemma AI's free chat models, pricing, FAQs, and official links for MCP-compatible clients.No signals yetNo one-command install · Source
855Unrankedmyaimcp · commsDecentralized AI inference on Base with OpenAI-compatible chat via community GPUs, paid in MYAI token.No signals yetNo one-command install · Source
856Unrankedgh-gamesme-chatlabmcp · commsQuery and analyze ChatLab chat history with session listing, message filtering, and statistical aggregation.No signals yetNo one-command install · Source
857Unrankedgit-acet-smsenmassemcp · commsSend bulk SMS messages and manage campaigns directly from AI agents.No signals yetNo one-command install · Source
858Unrankeddreamlitmcp · commsAI-powered email workflow automation platform with MCP integration.No signals yetNo one-command install · Source
859Unrankeddreamlit-mcpmcp · commsLets AI clients create, inspect, test, publish, unpublish, analyze, and style Dreamlit notification workflows.No signals yetNo one-command install · Source
860Unrankedowlpostmcp · commsA high-fidelity IMAP/SMTP MCP server that enables reading, searching, and sending emails from providers like iCloud and Gmail, handling real-world…No signals yetNo one-command install · Source
861Unrankedntfy-mcpmcp · commsEnables AI agents to send push notifications to your phone through ntfy, with built-in security controls to prevent data exfiltration. It exposes a…No signals yetNo one-command install · Source
862Unrankedsudo-mcp-gmailmcp · commsAn MCP server for Gmail that allows AI assistants to read, search, compose drafts, send emails, and manage labels with attachment support.No signals yetNo one-command install · Source
863Unrankedsgunk13-kuriflowmcp · commsCommunity MCP for Kuriflow, enabling AI agents to save tasks as repeatable automated workflows triggered by email, schedule, or file upload.No signals yetNo one-command install · Source
864Unrankedmcp-telegram-agentmcp · commsSends Telegram notifications and supports onboarding, updates, and control replies via MCP tools from any AI agent.No signals yetNo one-command install · Source
865Unrankedglobal-entry-scannermcp · commsMCP server to scan for open Global Entry / NEXUS appointment slots and get notified via email, Slack, or Discord.No signals yetNo one-command install · Source
866Unrankedfgasparetto-chipsaimcp · commsManages chatbots, conversations, documents, and AI models on the ChipsBuilder AI platform.No signals yetNo one-command install · Source
867Unrankedfiber-aimcp · commsSearch companies, enrich contacts, and reveal emails and phone numbers for sales prospecting.No signals yetNo one-command install · Source
868Unrankedhevink-scalereachmcp · commsProvides outreach automation tools for managing email campaigns and lead engagement.No signals yetNo one-command install · Source
869Unrankeddanboabes-mcpdomainmcp · commsBuy and manage domains from any AI chat, with DNS, email forwarding, and crawler analytics.No signals yetNo one-command install · Source
870Unrankedmcpdomainmcp · commsEnables buying and managing internet domains directly from AI chat, including availability checks, registration, DNS configuration, email forwarding…No signals yetNo one-command install · Source
871Unrankedrememberizer-mcp-servermcp · commsEnables querying and managing personal/team internal knowledge from sources like Slack, Gmail, and Drive through semantic search and retrieval.No signals yetNo one-command install · Source
872Unrankedmo-hemprasadb-43257-outlookmcp · commsSearches and analyzes Outlook emails via Windows COM automation with shared mailbox and AdvancedSearch support.No signals yetNo one-command install · Source
873Unrankedcaglayan-whatsappmcp · commsLocal-first WhatsApp integration for searching chats, reading history, downloading media, and sending messages via HTTP transport.No signals yetNo one-command install · Source
874Unrankedas-j-fastmailmcp · commsAccesses Fastmail email, contacts, and calendar data through the JMAP protocol.No signals yetNo one-command install · Source
875Unrankedmifactory-bot-emailmcp · commsSend transactional emails for AI agents via SMTP with built-in templates.No signals yetNo one-command install · Source
876Unrankedcakemailmcp · commsManage email campaigns, contacts, lists, and transactional emails through the Cakemail email marketing platform.No signals yetNo one-command install · Source
877Unrankedyandex-mail-mcpmcp · commsProvides 28 tools to read, search, send, and manage Yandex Mail emails via the Model Context Protocol.No signals yetNo one-command install · Source
878Unrankedgobox-mcpmcp · commsEnables AI agents and automation tools to interact with the Gobox e-commerce platform, providing tools for orders, products, inventory, warehouses…No signals yetNo one-command install · Source
879Unrankedmcp-runrun-itmcp · commsEnables managing Runrun.it tasks and comments via the Model Context Protocol, including creating, updating, moving, and tracking tasks, as well as…No signals yetNo one-command install · Source
880Unrankedleadspark-mcpmcp · commsEnables AI agents to research companies and find contacts with structured data from multiple free sources, including company info, tech stack, and…No signals yetNo one-command install · Source
881Unrankedvoidmailmcp · commsEmail for AI agents. Create inboxes, send and receive emails without phone or CAPTCHA.No signals yetNo one-command install · Source
882Unrankedbotcallmcp · commsProvision real phone numbers, receive SMS messages, and extract verification codes for automated workflows.No signals yetNo one-command install · Source
883Unrankedgmail-mcp-local-servermcp · commsProvides Claude with Gmail capabilities including sending emails, managing drafts, and searching messages.No signals yetNo one-command install · Source
884Unrankedshade666-gmail-sendmcp · commsSends emails via Gmail SMTP with support for HTML formatting, CC, BCC, and multiple recipients.No signals yetNo one-command install · Source
885Unrankednotify-mcpmcp · commsSends native Windows desktop notifications with repeating sound alerts for Claude Code, supporting states like finished, needs_help, and…No signals yetNo one-command install · Source
886Unrankedtheyahia-jivositemcp · commsIntegrates with JivoSite customer communication platform for accessing chats, agents, and visitor data.No signals yetNo one-command install · Source
887Unrankedtheyahia-mts-exolvemcp · commsIntegrates with MTS Exolve for SMS sending, status checks, and voice calls.No signals yetNo one-command install · Source
888Unrankedchzzk-ideasmcp · commsEnables streamers to receive viewer-submitted ideas from Chzzk live chat and send them to Claude Code for execution, with viewer voting support.No signals yetNo one-command install · Source
889Unrankedbischoffjeremy-emailmcp · commsProvider-agnostic email management via IMAP and SMTP with configurable read, send, and delete operations.No signals yetNo one-command install · Source
890Unrankedgmail-sendmcp · commsEnables AI agents to send emails via Gmail using App Password authentication with Markdown content support.No signals yetNo one-command install · Source
891Unrankedtwake-mcpmcp · commsConnects AI assistants to Linagora's Twake Workplace, enabling interaction with chat, email, and drive services through natural language.No signals yetNo one-command install · Source
892Unrankedengagelab-sms-mcpmcp · commsEnables AI assistants to send template-based SMS messages through EngageLab. Supports multiple recipients and template parameters via a single tool.No signals yetNo one-command install · Source
893Unrankedagent-telegram-mcpmcp · commsEnables AI agents to send and receive messages, media, and files on Telegram, and manage chats via a bot token.No signals yetNo one-command install · Source
894Unrankedmcp-webhook-toolsmcp · commsWebhook management and testing tools for AI agents. Provides tools for sending, validating, generating, and debugging webhooks.No signals yetNo one-command install · Source
895Unrankedjinike-ai-mcp-servermcp · commsConnects Claude to email, calendar, and tasks via Jinike AI, enabling inbox reading, email sending, event creation, task management, and daily…No signals yetNo one-command install · Source
896Unrankedtransmitmcp · commsEmail platform integration with 18 tools for sending, templates, campaigns, and contact management.No signals yetNo one-command install · Source
897Unrankedgiangnamg-telegram-ctimcp · commsTelethon-based Telegram integration for cyber threat intelligence with 60+ tools spanning chat management, messaging, contacts, media, and search.No signals yetNo one-command install · Source
898Unrankedpokkerolli-remindermcp · commsSchedules and delivers time-based reminders with support for delays, exact times, and pre-event notifications.No signals yetNo one-command install · Source
899Unrankedtg-id-mcpmcp · commsMCP server for Telegram user/chat lookup with datacenter detection and account age estimation.No signals yetNo one-command install · Source
900Unrankedagniscient-agent-pocketmcp · commsHuman-in-the-loop approval bridge for AI coding agents with dashboard notifications.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