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 | 12.063 | employee-zeroemployee-zeromcp · comms | Your first AI Employee. Not suggestions. Not chat. Real work. | 313 installs | No commit datelisted | No one-command install · Source |
| 2 | 16.054 | unclick-2mcp · comms | AI agent tool marketplace. 60+ tools for social, e-commerce, accounting, messaging, media, and more. Search and call tools for Slack, Reddit, Discord… | 861 installs | No commit datelisted | No one-command install · Source |
| 3 | 22.557 | brian-mwangi-africastalking-smsmcp · comms | Enables sending SMS messages through Africa's Talking API with features like dynamic message customization and sender ID configuration for… | 1 star | No one-command install · Source | |
| 4 | 22.557 | wubbyweb-whatsapp-messengermcp · comms | Enables sending formatted WhatsApp messages to specified recipients through Twilio's API for automated notifications and customer service workflows. | 1 star | No one-command install · Source | |
| 5 | 22.557 | mcpingmcp · comms | Enables AI assistants to send desktop notifications on macOS with rich formatting, urgency levels, and sound options. | 1 star | No one-command install · Source | |
| 6 | 22.557 | laurensanp-pandas-data-toolsmcp · comms | Provides data processing capabilities for CSV and Parquet files through pandas-based tools with file reading, data summarization, sample generation… | 1 star | No one-command install · Source | |
| 7 | 22.557 | mcp-resume-email-assistantmcp · comms | Enables resume parsing, querying, and email notifications via MCP tools. | 1 star | No one-command install · Source | |
| 8 | 22.557 | yikaikkk-wechat-official-accountmcp · comms | Integrates with WeChat Official Account platform to enable automated article management, publishing workflows, and bulk content operations for… | 1 star | No one-command install · Source | |
| 9 | 22.557 | mcp-job-application-tracker-resume-customizermcp · comms | Automates job application tracking and resume/cover letter generation using AI, integrating with Google Drive, Notion, and Gmail. | 1 star | No one-command install · Source | |
| 10 | 22.557 | caijianying-emailmcp · comms | Provides email sending capabilities through SMTP and AWS SES integration with unified interface for notifications, reports, and automated… | 1 star | No one-command install · Source | |
| 11 | 22.557 | aliazam2012-agentic-ai-feature-managementmcp · comms | Automates feature management by processing Jira webhook tickets to extract structured requests from natural language descriptions and execute feature… | 1 star | No one-command install · Source | |
| 12 | 22.557 | byteplantmcp · comms | Email, phone, and address validation services for 240+ countries | 1 star | No one-command install · Source | |
| 13 | 22.557 | stannersec-protonmail-bridgemcp · comms | Integrates with ProtonMail through Proton Bridge to enable encrypted email operations. | 1 star | No one-command install · Source | |
| 14 | 22.557 | nsmao-windows-notifymcp · comms | Displays Windows toast notifications using the node-notifier library. | 1 star | No one-command install · Source | |
| 15 | 22.557 | bigsunny-007-trendradarmcp · comms | Aggregates trending topics from Chinese social platforms with intelligent filtering and multi-channel notifications | 1 star | No one-command install · Source | |
| 16 | 22.557 | spider-chatmcp · comms | Integrates with Spider Chat's nonlinear conversation platform to retrieve flows, search memories with importance filtering, and access user facts | 1 star | No one-command install · Source | |
| 17 | 22.557 | avamcp · comms | Enables AI agents to create Gmail drafts safely using the Gmail API, without sending emails. | 1 star | No one-command install · Source | |
| 18 | 22.557 | meschbach-imapmcp · comms | Bridges IMAP email accounts to provide read-only access to email summaries, headers, and message content. | 1 star | No one-command install · Source | |
| 19 | 22.557 | longdog-desktop-notificationsmcp · comms | Provides desktop notification capabilities through notify-send command, enabling system alerts with custom titles and messages via D-Bus integration. | 1 star | No one-command install · Source | |
| 20 | 22.557 | mcp-outlookmcp · comms | Enables AI assistants to manage Microsoft Outlook emails, calendar events, contacts, and folders via COM automation. | 1 star | No one-command install · Source | |
| 21 | 22.557 | stevenvo-slackmcp · comms | Read Slack conversations, threads, user info, and search messages | 1 star | No one-command install · Source | |
| 22 | 22.557 | gmail-mcp-servermcp · comms | A high-performance MCP server that enables AI assistants to interact with Gmail securely via OAuth 2.0, supporting smart email retrieval and… | 1 star | No one-command install · Source | |
| 23 | 22.557 | topher66-droidbarmcp · comms | Visit a virtual bar for AI, chat with SERVO the bartender, and tip in tokens. | 1 star | No one-command install · Source | |
| 24 | 22.557 | lilith-gmailmcp · comms | Enables semantic search, retrieval, and summarization of Gmail emails with privacy-aware classification and PII sanitization. | 1 star | No one-command install · Source | |
| 25 | 22.557 | claude-telegram-alertsmcp · comms | Sends Telegram alerts for Claude Code status updates, including notifications for task completion, user requests, and custom status updates with… | 1 star | No one-command install · Source | |
| 26 | 22.557 | klyph-io-pii-redactormcp · comms | Detects and redacts personally identifiable information from text including emails, phone numbers, credit cards, and SSNs. | 1 star | No one-command install · Source | |
| 27 | 22.557 | mcp-win-toastmcp · comms | Enables AI assistants to send Windows toast notifications and dialog boxes, allowing them to actively notify users and request confirmations through… | 1 star | No one-command install · Source | |
| 28 | 22.557 | gh-nextonexus-163-emailmcp · comms | Integrates with 163.com email accounts via IMAP and SMTP to read, search, send, and manage emails with attachments. | 1 star | No one-command install · Source | |
| 29 | 22.557 | mikoto2000-discordmcp · comms | Go-based Discord bot integration for sending messages, fetching history, listing guilds, and resolving channels with both MCP and CLI modes. | 1 star | No one-command install · Source | |
| 30 | 22.557 | ai-guru-straight-connectmcp · comms | Communication service connectors framework with multi-account Telegram support, tiered permission levels, per-account URL routing, and chat… | 1 star | No one-command install · Source | |
| 31 | 22.557 | darktw-chatpipe-mcpmcp · comms | Publish HTML as live, shareable web pages from your AI coding agent. Instant URLs with access control (public, password-protected, email-restricted). | 1 star | No one-command install · Source | |
| 32 | 22.557 | telegram-mcpmcp · comms | Enables AI agents to read, send, and organize Telegram messages and chats. Supports tools for listing chats, fetching messages, sending/reply… | 1 star | No one-command install · Source | |
| 33 | 22.557 | qq418716640-botbell-mcpmcp · comms | Send push notifications to iPhone, iPad, and Mac from AI assistants. Two-way messaging — users reply in the BotBell app, AI reads and continues… | 1 star | No one-command install · Source | |
| 34 | 22.557 | mahammadnuriyev62-telegrammcp · comms | Sends Telegram notifications including messages, photos, and documents via Claude. | 1 star | No one-command install · Source | |
| 35 | 22.557 | theyahia-bitrix24mcp · comms | Integrates with Bitrix24 CRM via webhooks for deal, contact, and task management. | 1 star | No one-command install · Source | |
| 36 | 22.557 | mcp-activecampaignmcp · comms | Enables AI assistants to manage ActiveCampaign CRM, marketing automation, and contact data via 33 tools including contacts, deals, tags, automations… | 1 star | No one-command install · Source | |
| 37 | 22.557 | arcjetmcp · comms | Manage Arcjet security features including bot detection, rate limiting, email validation, and attack protection through your account. | 1 star | No one-command install · Source | |
| 38 | 22.557 | agent-notifymcp · comms | Enables AI agents and applications to send audio notifications with text-to-speech, message streaming, agent-to-agent conversations, and web push… | 1 star | No one-command install · Source | |
| 39 | 22.557 | virgilvox-furlowmcp · comms | Author and validate FURLOW Discord bot YAML specifications with scaffold support for actions, events, and builtins. | 1 star | No one-command install · Source | |
| 40 | 22.557 | aaronsong0505-wechat-blueskymcp · comms | Dual MCP services for curated WeChat article digest delivery and Bluesky social publishing. | 1 star | No one-command install · Source | |
| 41 | 22.557 | prodpokemcp · comms | AI QA tester that scans websites for bugs, SEO issues, performance, and accessibility via chat. | 1 star | No one-command install · Source | |
| 42 | 22.557 | inbox-checkmcp · comms | Tests email inbox placement across Gmail, Outlook, Yahoo, and more with SPF, DKIM, and DMARC analysis. | 1 star | No one-command install · Source | |
| 43 | 22.557 | telegram-mcp-kitmcp · comms | Exposes the Telegram Bot API as tools for Claude Code or any MCP client, enabling message sending, chat management, file handling, and bot information… | 1 star | No one-command install · Source | |
| 44 | 22.557 | wikicitation-mcpmcp · comms | Provides 40 tools to Claude for Wikipedia citation analysis, edit history, and DOI/ISBN annotation, enabling citation quality scoring and metadata… | 1 star | No one-command install · Source | |
| 45 | 22.557 | mcp-discord-extendedmcp · comms | Extended MCP server for Discord with advanced server management capabilities including roles, channels, messages, permissions, forums, webhooks, and… | 1 star | No one-command install · Source | |
| 46 | 22.557 | mariomorenodev-rundeckmcp · comms | Manages Rundeck automation jobs, executions, projects, nodes, system settings, and webhooks through 50 MCP tools. | 1 star | No one-command install · Source | |
| 47 | 22.557 | mcp-whatsappmcp · comms | Enables sending messages, images, documents and more on WhatsApp directly from any MCP-compatible AI, with tools for chat management, groups, and… | 1 star | No one-command install · Source | |
| 48 | 22.557 | dialogbrainmcp · comms | Unified inbox for AI agents covering WhatsApp, Telegram, email, and voice with read, send, and search. | 1 star | No one-command install · Source | |
| 49 | 22.557 | startvest-llc-idealift-mcp-servermcp · comms | Decision intelligence MCP server with signal aggregation, RICE scoring, and decision audit trails. Captures product feedback from Slack, Teams… | 1 star | No one-command install · Source | |
| 50 | 22.557 | mailboxvalidator-mcp-mailboxvalidatormcp · comms | Validates email addresses to reduce email bounces during marketing campaigns. | 1 star | No one-command install · Source | |
| 51 | 22.557 | fuyouai-email-mcpmcp · comms | 通过IMAP和SMTP协议实现邮箱读写操作，支持腾讯企业邮箱，可收发邮件、管理文件夹和搜索邮件。 | 1 star | No one-command install · Source | |
| 52 | 22.557 | relay-mcpmcp · comms | Self-hosted session relay for Claude enabling shared message threads across multiple Claude surfaces like Code, Chat, and Cowork, allowing seamless… | 1 star | No one-command install · Source | |
| 53 | 22.557 | tinkoff-wealth-mcpmcp · comms | Enables personal AI-driven portfolio analysis and management for Tinkoff Investments through natural language chat, providing risk assessment, goal… | 1 star | No one-command install · Source | |
| 54 | 22.557 | pingfyr-mcpmcp · comms | The scheduled delivery API for developers. Schedule reminders, notifications, and webhooks with one API call. | 1 star | No one-command install · Source | |
| 55 | 22.557 | koreafood-mcpmcp · comms | Enables AI agents to search Korean health food product catalog, generate bilingual buyer emails, and track export tasks for Korean red ginseng and… | 1 star | No one-command install · Source | |
| 56 | 22.557 | personal-info-mcpmcp · comms | Stores and retrieves personal information fields securely, allowing Claude to access your name, address, email, and professional details without… | 1 star | No one-command install · Source | |
| 57 | 22.557 | qmailing-mcp-servermcp · comms | Enables AI agents to manage email mailboxes, send and receive emails, and handle webhooks via qmailing. | 1 star | No one-command install · Source | |
| 58 | 22.557 | jason-mcpmcp · comms | Enables natural language interaction with JetBrains YouTrack, including issue management, sprint operations, team reporting, name-based assignments… | 1 star | No one-command install · Source | |
| 59 | 22.557 | node-man-dechonet-mcpmcp · comms | Security reconnaissance toolkit with 13 tools covering DNS, SSL, HTTP, email, port scanning, and ASN lookups. | 1 star | No one-command install · Source | |
| 60 | 22.557 | tlgrmmcp · comms | Drives a personal Telegram account from the terminal or via MCP, enabling AI assistants to list chats, send/edit messages, fetch history, manage… | 1 star | No one-command install · Source | |
| 61 | 22.557 | commune-mcpmcp · comms | Give Claude (or any MCP client) a real email inbox and SMS. Your AI agent can read and send email, manage inboxes, track delivery, and handle SMS. | 1 star | No one-command install · Source | |
| 62 | 22.557 | commune-dev-commune-emailmcp · comms | Provides email and SMS capabilities for agents including inbox management, threaded conversations, domain verification, delivery tracking, and… | 1 star | No one-command install · Source | |
| 63 | 22.557 | telegram-agent-for-codexmcp · comms | Privacy-first Telegram MCP server enabling maintainers to triage chats, inspect context, search messages, draft replies, and send authorized messages… | 1 star | No one-command install · Source | |
| 64 | 22.557 | slack-lists-mcpmcp · comms | Enables AI assistants to create, read, update, delete, and manage Slack List items, providing full task management within Slack through natural… | 1 star | No one-command install · Source | |
| 65 | 22.557 | servicenow-dev-mcpmcp · comms | AI-powered ServiceNow developer toolkit for Claude Code with 116 tools covering script generation, code review, portal and catalog development… | 1 star | No one-command install · Source | |
| 66 | 22.557 | trigv-mcpmcp · comms | Enables AI clients in Cursor, Claude Code, and VS Code to send notification events to your Trigv workspace. | 1 star | No one-command install · Source | |
| 67 | 22.557 | alert-my-humanmcp · comms | A lightweight MCP server that lets agents send alerts across multiple channels (email, Slack, Telegram, SMS, webhooks) to notify humans about… | 1 star | No one-command install · Source | |
| 68 | 22.557 | google-workspace-alias-mcpmcp · comms | A Model Context Protocol server for Google Workspace integration with send-as alias support, email templates, and scheduled send, enabling AI… | 1 star | No one-command install · Source | |
| 69 | 22.557 | backengine-mcp-servermcp · comms | BackEngine is a multi-tenant SaaS platform that ingests all of an organization's customer and prospect communications — Slack threads, emails, call… | 1 star | No one-command install · Source | |
| 70 | 22.557 | p-l-ta-macos-mailmcp · comms | Search, read, send, and manage email via macOS Mail.app across all configured accounts. | 1 star | No one-command install · Source | |
| 71 | 22.557 | utol-mcpmcp · comms | Enables users to interact with the University of Tokyo's UTOL learning management system through natural language, providing access to courses… | 1 star | No one-command install · Source | |
| 72 | 22.557 | timereversemcp · comms | Provides verifiable, append-only context handoffs for Codex and MCP clients, enabling memory persistence and resume across chat sessions. | 1 star | No one-command install · Source | |
| 73 | 22.557 | chat-with-audiomcp · comms | Enables chat-driven audio analysis and enhancement using local Claude, including denoising, EQ, compression, and loudness normalization, with an A/B… | 1 star | No one-command install · Source | |
| 74 | 22.557 | chatgpt-to-telegram-mcpmcp · comms | Publish reliable, duplicate-free Telegram posts from ChatGPT — manually or as part of a scheduled workflow. | 1 star | No one-command install · Source | |
| 75 | 22.557 | talkbridge-mcpmcp · comms | Enables real-time language translation for chat conversations, automatically detecting and translating messages between multiple languages while… | 1 star | No one-command install · Source | |
| 76 | 22.557 | uniqmcp · comms | Uniq generates personalized emails, HTML pitch pages, and hosted proposal pages in the prospect's branding from seller and prospect URLs. It provides… | 1 star | No one-command install · Source | |
| 77 | 22.557 | gorkedmcp · comms | Computer-use agent framework that uses Grok CLI and MCP to control the desktop via screen OCR, mouse/keyboard actions, and a chat HUD. | 1 star | No one-command install · Source | |
| 78 | 22.557 | telegram-mcp-3mcp · comms | Personal read-only Telegram MCP server exposing chat, message, and media tools via streamable HTTP with bearer authentication. | 1 star | No one-command install · Source | |
| 79 | 22.557 | notify-hubmcp · comms | Exposes tools to send notifications, list channels, and check gateway health via the Model Context Protocol. | 1 star | No one-command install · Source | |
| 80 | 22.557 | mcp-server-personalmcp · comms | Personal-assistant MCP server for managing personal data including calendar events, emails (read/label only), and contacts via local files or Gmail… | 1 star | No one-command install · Source | |
| 81 | 22.557 | shelx-mcpmcp · comms | Wraps SHELX crystallography programs for structure solution and refinement via a chat interface. | 1 star | No one-command install · Source | |
| 82 | 22.557 | telegram-mcp-connectmcp · comms | Enables reading Telegram chats and searching messages through natural language, connecting to MCP clients like Claude Code, Codex, and Cursor. | 1 star | No one-command install · Source | |
| 83 | 22.557 | gmail-research-mcpmcp · comms | A read-only Gmail MCP server that searches email, fetches complete threads, and stores them as local Markdown and JSON for offline analysis by other… | 1 star | No one-command install · Source | |
| 84 | 22.557 | godmod3-mcpmcp · comms | A bridge for G0DM0D3 that exposes advanced AI capabilities through MCP tools, including multi-model racing, hive-mind synthesis, and secure chat… | 1 star | No one-command install · Source | |
| 85 | 22.557 | willitsendmcp · comms | A deterministic preflight checker for outbound SMS/iMessage that catches silent filtering, segment blowups, and dropped iMessage features before… | 1 star | No one-command install · Source | |
| 86 | 22.557 | gmail-mcp-plusmcp · comms | MCP server that connects Gmail and Google Calendar to AI assistants, enabling email search, reading, sending, and calendar management across multiple… | 1 star | No one-command install · Source | |
| 87 | 22.557 | deskmail-aimcp · comms | Connects Claude Desktop to a local email client, enabling AI-powered email reading, searching, drafting, and organization while preventing sending or… | 1 star | No one-command install · Source | |
| 88 | 22.557 | telegrammcpmcp · comms | MCP server that sends Telegram notifications with project name and completion status via a single tool notify_task_done, supporting StreamableHTTP and… | 1 star | No one-command install · Source | |
| 89 | 22.557 | broke2built-skills-mcpmcp · comms | Provides 29 live data skills for AI agents, including email/DNS/domain intelligence, SEO & security audits, content extraction, and EVM on-chain… | 1 star | No one-command install · Source | |
| 90 | 22.557 | ntfy-cfmcp · comms | Enables publishing and retrieving ntfy-style notifications via MCP, supporting topics, titles, tags, priorities, and WebSocket streaming. | 1 star | No one-command install · Source | |
| 91 | 22.557 | feishu-automationmcp · comms | MCP server for operating Feishu Docs, folders, and attachments, and sending notifications via custom bot webhooks. Enables AI assistants to automate… | 1 star | No one-command install · Source | |
| 92 | 22.557 | runwhen-platform-mcpmcp · comms | Lets your coding agent talk to the RunWhen platform — workspace chat, issues, SLXs, run sessions, and the Tool Builder — over the Model Context… | 1 star | No one-command install · Source | |
| 93 | 22.557 | personal-assistant-mcp-server-2mcp · comms | A FastMCP server that exposes tools for news aggregation, financial market data, fitness tracking, Spotify music data, and email notifications, usable… | 1 star | No one-command install · Source | |
| 94 | 22.557 | mrj-jmri-mcpmcp · comms | Control your DCC model railroad by voice or chat through any MCP client, with dynamic discovery of layout elements from JMRI. | 1 star | No one-command install · Source | |
| 95 | 22.557 | mcp-outlook-desktopmcp · comms | Enables AI assistants to securely read, search, draft, and send Outlook emails, manage calendar events, and access mailbox folders through a local… | 1 star | No one-command install · Source | |
| 96 | 22.557 | discord-community-mcpmcp · comms | Enables AI agents to search and recall Discord conversations, analyze community activity, participation, and growth, and optionally send messages when… | 1 star | No one-command install · Source | |
| 97 | 22.557 | dns-mcpmcp · comms | Real-time DNS security analysis for AI assistants via MCP. Enables DNSSEC chain validation, email authentication posture, and registration… | 1 star | No one-command install · Source | |
| 98 | 22.557 | pipeworx-io-send-that-emailmcp · comms | Email draft analysis that evaluates passive aggression and regret probability before sending, heavily weighted toward no. | 1 star | No one-command install · Source | |
| 99 | 22.557 | mcp-send-that-emailmcp · comms | Enables AI agents to analyze whether they should send an email, evaluating passive aggression and regret probability with a recommendation heavily… | 1 star | No one-command install · Source | |
| 100 | 22.557 | pingmcp · comms | Connect AI agents to shared Ping chat rooms for collaboration, with auto-delivery of new messages. Enables agents to chat and share context with each… | 1 star | 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.