Leaderboard
Scored on public signals; components with none are listed as Unranked · Formula
Component
Domain
Vertical
| Rank | Score | Component | Description | Evidence | Last commit | Install |
|---|---|---|---|---|---|---|
| 201 | 58.185 | elagerway-magpipemcp · comms | Manage voice agents, calls, SMS, contacts, and phone numbers via Magpipe. | 6 stars · 2 forks | No one-command install · Source | |
| 202 | 57.927 | mcp-taskmcp · comms | Enables LLMs to interact with any ERPNext instance through comprehensive CRUD operations, advanced permissions, and a web chat interface. | 1 star · 5 forks | No one-command install · Source | |
| 203 | 57.364 | agentailor-slimcontextmcp · comms | Chat history compression with token-based trimming and AI-powered summarization | 5 stars · 3 forks | No one-command install · Source | |
| 204 | 57.245 | emailensmcp · comms | Email compatibility analysis across 15 clients with preview, audit, fix, diff, and deliverability tools. | 7 stars · 1 fork | No one-command install · Source | |
| 204 | 57.245 | social-cli-mcpmcp · comms | MCP server for posting to Twitter/X, Reddit, LinkedIn, Instagram, and email via CLI or AI agents, with Telegram bot control and security… | 7 stars · 1 fork | No one-command install · Source | |
| 204 | 57.245 | nhype-owa-exchange-mcpmcp · comms | Microsoft Exchange / OWA integration for email, calendar, and directory. | 7 stars · 1 fork | No one-command install · Source | |
| 207 | 55.515 | backstorymcp · comms | Search your data exports from Google, Telegram, Spotify, and Instagram in one place. Everything runs on your own computer. Hybrid search and MCP… | 5 stars · 2 forks | No one-command install · Source | |
| 207 | 55.515 | jinchenggao-infty-ccxmcp · comms | Bridges Claude Code with external AI tools through three specialized servers for Gemini CLI integration, SMTP email notifications, and OpenAI Codex… | 5 stars · 2 forks | No one-command install · Source | |
| 207 | 55.515 | chat-roulettemcp · comms | Creates real-time chat rooms using tool calls and long-polling to enable chat roulette-style conversations between users through room-based pairing… | 5 stars · 2 forks | No one-command install · Source | |
| 210 | 55.168 | ethoramcp · comms | Integrates AI assistants with the Ethora chat platform for messaging, AI bots, and ERC-20 wallets. | 6 stars · 1 fork | No one-command install · Source | |
| 210 | 55.168 | globalsearchdata-enrichmcp · comms | Domain enrichment for AI agents: company name, country, contact emails, phone numbers, and social profiles. | 6 stars · 1 fork | No one-command install · Source | |
| 210 | 55.168 | mcp-notificationsmcp · comms | Enables sending real-time and webhook notifications when AI agents complete tasks, with support for Discord, Slack, Teams, Feishu, Ntfy, and custom… | 6 stars · 1 fork | No one-command install · Source | |
| 213 | 53.985 | iris-integrated-runtime-intelligence-servicemcp · comms | Enables AI-powered multi-provider routing and chat through an MCP interface, with smart fallback, persistent sessions, and learning from historical… | 4 stars · 3 forks | No one-command install · Source | |
| 213 | 53.985 | telegram-mcp-2mcp · comms | Enables LLMs to send notifications and receive responses via Telegram. | 4 stars · 3 forks | No one-command install · Source | |
| 213 | 53.985 | toolhouse-mcpmcp · comms | Enables MCP clients to access Toolhouse's extensive library of tools, allowing AI assistants to perform actions like web scraping, memory management… | 4 stars · 3 forks | No one-command install · Source | |
| 213 | 53.985 | falahgs-gemini-data-analysis-researchmcp · comms | Bridges to Google's Gemini model for data analysis, email communication, and reasoning process generation with tools for Excel/CSV processing… | 4 stars · 3 forks | No one-command install · Source | |
| 217 | 53.790 | wyre-technology-avananmcp · comms | Provides AI access to Check Point Avanan Harmony Email for security event management and multi-tenant MSP operations. | 1 star · 4 forks | No one-command install · Source | |
| 217 | 53.790 | zacco16-gmailmcp · comms | Integrates with Gmail API to enable email listing, reading, and filtering of emails. | 1 star · 4 forks | No one-command install · Source | |
| 219 | 52.498 | memkinmcp · comms | Local-first personal memory for AI agents. Captures your Feishu chats, emails, meetings, and AI coding sessions into a private memory graph, and… | 5 stars · 1 fork | No one-command install · Source | |
| 219 | 52.498 | r00tkit77-cmdb-cvemcp · comms | Correlates CMDB asset inventory with NIST NVD CVE data to identify vulnerabilities and generate email reports. | 5 stars · 1 fork | No one-command install · Source | |
| 219 | 52.498 | lane83-telegrammcp · comms | Integrates with Telegram chats via the Bot API to enable secure, whitelisted messaging and AI-powered interactions for automated workflows and… | 5 stars · 1 fork | No one-command install · Source | |
| 222 | 52.443 | mailmate-mcpmcp · comms | Enables searching, reading, moving, tagging, and linking emails in MailMate via MCP tools, allowing Claude to manage email without leaving the… | 3 stars · 3 forks | No one-command install · Source | |
| 222 | 52.443 | google-workspace-mcp-2mcp · comms | Enables interaction with Google Workspace services (Gmail, Calendar, Drive, Docs, Sheets, Chat, Slides, People) through natural language using Claude… | 3 stars · 3 forks | No one-command install · Source | |
| 222 | 52.443 | weirdbrains-onesignalmcp · comms | Integrates with OneSignal to manage push notifications, emails, and SMS across multiple applications with support for device management, segmentation… | 3 stars · 3 forks | No one-command install · Source | |
| 225 | 52.135 | aplaceforallmystuff-kitmcp · comms | Manage Kit.com (ConvertKit) email marketing - subscribers, tags, sequences, broadcasts | 4 stars · 2 forks | No one-command install · Source | |
| 226 | 51.401 | omnicordmcp · comms | Gives your AI assistant full control of a Discord server: 148 tools for chat, moderation, automod, events, and administration, up to building a… | 7 stars | No one-command install · Source | |
| 226 | 51.401 | dead-lettermcp · comms | MCP server that converts .eml email exports (Gmail, Outlook, and other archives) into clean Markdown with YAML front matter — splitting reply threads… | 7 stars | No one-command install · Source | |
| 226 | 51.401 | jj-cheng25-weixin-articlesmcp · comms | Reads WeChat Official Account articles and returns content with embedded images and video keyframes as native MCP content blocks. | 7 stars | No one-command install · Source | |
| 229 | 50.895 | aimbit-gmbh-kerio-connectmcp · comms | Integrates with Kerio Connect groupware to manage emails, calendar events, contacts, tasks, and notes through natural language operations including… | 2 stars · 3 forks | No one-command install · Source | |
| 229 | 50.895 | couriermcp · comms | Send notifications, manage templates, and configure integrations with Courier. | 2 stars · 3 forks | No one-command install · Source | |
| 229 | 50.895 | nishu8875-hr-assistantmcp · comms | Provides complete HR management with employee onboarding, leave tracking, meeting scheduling, and IT ticket handling through automated workflows and… | 2 stars · 3 forks | No one-command install · Source | |
| 232 | 49.325 | sendsoon-ai-mcpmcp · comms | Enables AI agents to send emails, perform IP lookups, and convert files to Markdown. | 6 stars | No one-command install · Source | |
| 232 | 49.325 | beltran12138-wecom-docs-mcp-servermcp · comms | WeCom (Enterprise WeChat) document operations via MCP: create, read, and edit Docs and Smartsheets (9 tools). Fills the doc-CRUD gap — existing WeCom… | 6 stars | No one-command install · Source | |
| 232 | 49.325 | hermes-knowledge-ingestionmcp · comms | Enables saving URLs, local files, plain text, and platform content (WeChat, X, YouTube, PDF, images, audio/video, Telegram) as structured Markdown… | 6 stars | No one-command install · Source | |
| 232 | 49.325 | neuronmcp · comms | A Discord MCP server that gives AI agents full control of a Discord bot — messages, channels, roles, threads, forums, events, webhooks, reactions… | 6 stars | No one-command install · Source | |
| 232 | 49.325 | apple-ecosystem-mcpmcp · comms | Enables Claude to interact with Apple apps on macOS including Mail, Calendar, Contacts, Reminders, Notes, and iCloud Drive for personal productivity… | 6 stars | No one-command install · Source | |
| 232 | 49.325 | pdf-utilities-mcpmcp · comms | Enables AI assistants to read, create, merge, split, and edit PDF files through natural language commands in GitHub Copilot Chat. | 6 stars | No one-command install · Source | |
| 232 | 49.325 | btafoya-spamassassinmcp · comms | Integrates with SpamAssassin spam detection engine to provide email security analysis tools for scanning content, checking sender reputation… | 6 stars | No one-command install · Source | |
| 239 | 49.118 | pushplus-mcp-servermcp · comms | Enables AI assistants to send push notifications to WeChat, email, and other channels via PushPlus, supporting multiple message formats and channels. | 4 stars · 1 fork | No one-command install · Source | |
| 239 | 49.118 | agent-centermcp · comms | Enables AI agents to send notifications to a unified feed, report activity, request input from humans, and manage notification state through MCP… | 4 stars · 1 fork | No one-command install · Source | |
| 239 | 49.118 | mexican75-simple-emailmcp · commsalso listed as simple-email-mcp | Provider-agnostic email management via IMAP and SMTP with multi-account support and calendar invites. | 4 stars · 1 fork | No one-command install · Source | |
| 239 | 49.118 | grad-agentmcp · comms | An autonomous MCP agent that helps you apply to fully funded MS and PhD programs by discovering professors, verifying faculty status, matching… | 4 stars · 1 fork | No one-command install · Source | |
| 239 | 49.118 | tgmcpmcp · comms | Enables AI agents to interact with Telegram accounts through MCP, supporting messaging, contacts, groups, media, and admin functions. | 4 stars · 1 fork | No one-command install · Source | |
| 239 | 49.118 | sidemailmcp · comms | Integrates with Sidemail.io email service to send emails through a simple API interface for automated notifications, customer communications, and… | 4 stars · 1 fork | No one-command install · Source | |
| 239 | 49.118 | runframemcp · comms | Slack-native incident management and on-call scheduling with 16 tools for incidents, services, postmortems, and teams. | 4 stars · 1 fork | No one-command install · Source | |
| 247 | 48.479 | tinyassetsmcp · comms | Enables chatbots to interact with a global goals engine, allowing them to declare goals, manage branches, and evaluate outcomes through MCP tools. | 1 star · 3 forks | No one-command install · Source | |
| 247 | 48.479 | kunihiros-kv-extractormcp · comms | Extracts structured key-value pairs from unstructured text using a multi-step pipeline that performs language detection, entity recognition, and type… | 1 star · 3 forks | No one-command install · Source | |
| 249 | 48.150 | koladev-discord-note-summarizermcp · comms | Integrates Discord chat, enabling message sending and reading. | 4 forks | No one-command install · Source | |
| 250 | 47.273 | fastalertmcp · comms | FastAlert tools for listing channels and sending notifications. | 3 stars · 2 forks | No one-command install · Source | |
| 250 | 47.273 | gmail-telegram-mcp-servermcp · comms | Connects Gmail and Telegram via an MCP server, enabling users to interact with their emails through a Telegram bot with commands for summaries and… | 3 stars · 2 forks | No one-command install · Source | |
| 250 | 47.273 | webhook-mcpmcp · comms | An MCP server that sends webhook notifications to a configured URL, enabling AI assistants to notify users when long-running tasks complete. | 3 stars · 2 forks | No one-command install · Source | |
| 250 | 47.273 | jmonsellier-gmailmcp · comms | Integrates with Gmail's API to enable email management tasks like sending, reading, drafting, and organizing messages. | 3 stars · 2 forks | No one-command install · Source | |
| 254 | 46.654 | mcp-emailsmcp · comms | Managed email for AI agents. Connect Gmail, iCloud, Fastmail, or any IMAP/SMTP inbox to Claude and other MCP clients. | 5 stars | No one-command install · Source | |
| 254 | 46.654 | peter-fusek-oncofilesmcp · comms | Medical document management for cancer patients integrating Google Drive, Gmail, and Calendar. | 5 stars | No one-command install · Source | |
| 254 | 46.654 | gh-youngsooco-korean-mailmcp · comms | Provides a unified inbox for Korean email services — Naver, Daum, and Gmail — with AI-powered summarization, translation, and spam detection. | 5 stars | No one-command install · Source | |
| 254 | 46.654 | lassaremcp · comms | Human-in-the-loop for AI coding agents via Slack approvals. | 5 stars | No one-command install · Source | |
| 254 | 46.654 | aralroca-telegram-confirmation-bridgemcp · comms | Requests human confirmation via Telegram by sending YES/NO questions through a bot and polling for responses with secure user validation. | 5 stars | No one-command install · Source | |
| 254 | 46.654 | gmail-drive-mcp-servermcp · comms | Enables Claude to manage Gmail, Google Calendar, and Google Drive, including sending emails, scheduling meetings, and organizing files, with… | 5 stars | No one-command install · Source | |
| 260 | 44.256 | tapac-mcpmcp · comms | A native MCP server for real-time B2B contact finding and SMTP email validation, scraping company websites, Discord, and Telegram to deliver live… | 3 stars · 1 fork | No one-command install · Source | |
| 260 | 44.256 | zoom-workspacemcp · comms | Zoom integration for meetings, chat, docs, recordings, and AI-generated collaboration content. | 3 stars · 1 fork | No one-command install · Source | |
| 260 | 44.256 | adjia-mailmcp · comms | Provides complete email management through IMAP and SMTP protocols including folder operations, search, and sending. | 3 stars · 1 fork | No one-command install · Source | |
| 260 | 44.256 | telegram-notifier-mcp-servermcp · comms | Enables AI agents to send notifications and media (text, photos, documents, videos) via a Telegram bot. | 3 stars · 1 fork | No one-command install · Source | |
| 264 | 43.537 | dialogbrain-2mcp · comms | DialogBrain gives AI agents access to all your messaging channels — Telegram, WhatsApp, Instagram, Email, and more — through a single MCP interface… | 2,553 installs | No commit datelisted | No one-command install · Source |
| 265 | 43.498 | adelaidasofia-imessagemcp · comms | Reads macOS iMessage history from the local chat.db for conversation search and analysis. | 2 stars · 2 forks | No one-command install · Source | |
| 265 | 43.498 | theyahia-voximplantmcp · comms | Integrates with Voximplant for call history, user management, and SMS. | 2 stars · 2 forks | No one-command install · Source | |
| 265 | 43.498 | pft-chatbot-mcpmcp · comms | Enables building encrypted, on-chain chatbots on the PFTL network. Allows LLMs to send and receive encrypted messages, register bots, and manage… | 2 stars · 2 forks | No one-command install · Source | |
| 265 | 43.498 | jackfioru92-aruba-emailmcp · comms | Access Aruba email and calendar services | 2 stars · 2 forks | No one-command install · Source | |
| 265 | 43.498 | fleur-app-launchermcp · comms | Integrates with the Fleur application to enable direct access to external apps like Gmail, Linear, and Slack without leaving the chat interface… | 2 stars · 2 forks | No one-command install · Source | |
| 265 | 43.498 | ravinahp-email-checkermcp · comms | Integrates with external email verification services to perform real-time email address validation, improving data quality and reducing bounced… | 2 stars · 2 forks | No one-command install · Source | |
| 271 | 43.275 | vibemcpmcp · comms | Token-optimized unified MCP server for Gmail and Microsoft 365, enabling email, calendar, and contact management with up to 70% token savings via TOON… | 4 stars | No one-command install · Source | |
| 271 | 43.275 | voidmobmcp · commsalso listed as voidmob-mcp | Mobile proxies, non-VoIP SMS verifications, and global eSIM data plans with 18 tools for proxy management, number rental, and wallet operations. | 4 stars | No one-command install · Source | |
| 271 | 43.275 | geiserx-telegram-archive-mcpmcp · comms | Go-based MCP server for Telegram Archive. Search and browse Telegram chat history, list chats, and retrieve messages with full-text search. Docker… | 4 stars | No one-command install · Source | |
| 271 | 43.275 | mcp-waifu-chatmcp · comms | Enables chatting with an AI waifu character through MCP tools, with user management and dialog history. | 4 stars | No one-command install · Source | |
| 271 | 43.275 | omicallmcp · comms | Call center and multi-channel platform providing 80+ tools for telephony, ticketing, Zalo, Facebook, Telegram, and LiveTalk. | 4 stars | No one-command install · Source | |
| 271 | 43.275 | discord-opsmcp · comms | A Discord MCP server with multi-guild project routing, enabling messaging, moderation, and notification management across multiple Discord servers via… | 4 stars | No one-command install · Source | |
| 271 | 43.275 | platfonemcp · comms | Virtual phone numbers for AI agents — rent numbers in 200+ countries and receive SMS programmatically. | 4 stars | No one-command install · Source | |
| 271 | 43.275 | toflowmcp · comms | Runs sales outreach automation with 115 tools spanning prospecting, enrichment, sequences, email, LinkedIn, WhatsApp, and CRM management. | 4 stars | No one-command install · Source | |
| 271 | 43.275 | sendblue-mcpmcp · comms | Enables AI agents to send SMS/iMessage and check replies via Sendblue API using secure polling (no webhooks). | 4 stars | No one-command install · Source | |
| 271 | 43.275 | shortcuts-mcp-2mcp · comms | Enables Claude to execute predefined MacOS Shortcuts for extracting recipe ingredients, adding them to a Groceries list in Reminders, summarizing chat… | 4 stars | No one-command install · Source | |
| 271 | 43.275 | clawlinkmcp · comms | Connects AI agents to 100+ apps including Gmail, Slack, Notion, and GitHub via one-click OAuth integration. | 4 stars | No commit datelisted | No one-command install · Source |
| 271 | 43.275 | yindex-wechat-botmcp · comms | Go-based WeChat iLink Bot integration supporting both stdio and SSE transport protocols for automated messaging, conversation management, and file… | 4 stars | No commit datelisted | No one-command install · Source |
| 284 | 41.082 | sinchmcp · comms | Integrates with Sinch's communication APIs to send messages across SMS, WhatsApp, RCS, and email channels, manage voice calls and conferences, and… | 1 star · 2 forks | No one-command install · Source | |
| 284 | 41.082 | bekservice-famulormcp · comms | Voice agent platform for phone calling, assistant configuration, campaign management, SMS messaging, and mid-call tool execution for automated voice… | 1 star · 2 forks | No one-command install · Source | |
| 284 | 41.082 | discord-mcp-servermcp · comms | Lets any MCP-compatible AI client interact with Discord — send messages, manage channels, create webhooks, assign roles, and more. | 1 star · 2 forks | No one-command install · Source | |
| 284 | 41.082 | hongsw-aligo-smsmcp · comms | Integrates with the Aligo SMS API to enable direct text message sending through the platform, supporting both test and production modes for… | 1 star · 2 forks | No one-command install · Source | |
| 284 | 41.082 | mcollina-perm-shellmcp · comms | Enables secure execution of shell commands through desktop notifications that require explicit user approval for each operation, maintaining strong… | 1 star · 2 forks | No one-command install · Source | |
| 289 | 38.412 | dsh-mcp-gatewaymcp · comms | An experimental MCP gateway for controlling durable DeepSeek Harness agent sessions from MCP clients, enabling session creation, observation… | 3 stars | No one-command install · Source | |
| 289 | 38.412 | fluxmailmcp · comms | Self-hosted MCP server to access your Gmail / Outlook / IMAP email | 3 stars | No one-command install · Source | |
| 289 | 38.412 | adelaidasofia-apollomcp · comms | Integrates Apollo.io sales intelligence for contact search, email sequences, and CRM operations. | 3 stars | No one-command install · Source | |
| 289 | 38.412 | replynodes-mcpmcp · comms | Connects MCP clients like Claude and Cursor to your Replynodes account, enabling social channel management, post scheduling, and media generation… | 3 stars | No one-command install · Source | |
| 289 | 38.412 | ronamosa-protonmail-promcp · comms | Manage ProtonMail through Proton Bridge SMTP with 12 tools for sending, reading, searching, and organizing encrypted email. | 3 stars | No one-command install · Source | |
| 289 | 38.412 | tgfmcpmcp · comms | MCP server that enables Telegram bot interaction via Telegraf, providing tools for sending, replying, reacting, editing, deleting, forwarding… | 3 stars | No one-command install · Source | |
| 289 | 38.412 | inhaltmcp · comms | An MCP-native CMS that lets you create and edit content by chatting, with typed schemas and seamless publishing. | 3 stars | No one-command install · Source | |
| 289 | 38.412 | yuzeguitarist-wechat-memorymcp · comms | Searches and analyzes WeChat chat history from iPhone backups for AI assistants. | 3 stars | No one-command install · Source | |
| 289 | 38.412 | mcp-telegram-localmcp · comms | Connect Claude to your personal Telegram account via MTProto to read messages, search chats, send replies, forward files, and more using your real… | 3 stars | No one-command install · Source | |
| 289 | 38.412 | iprashantraj-mcp-discord-bridgemcp · comms | Discord MCP server with 46 tools for channels, messages, forums, webhooks, members, roles, threads, and moderation. Zero-install via `npx -y… | 3 stars | No one-command install · Source | |
| 289 | 38.412 | mboya-darajamcp · comms | Integrates with Safaricom's Daraja API to initiate M-PESA mobile money transactions, handle STK Push payments, and receive real-time payment… | 3 stars | No one-command install · Source | |
| 289 | 38.412 | danialadzhar-whatsappmcp · comms | Provides read-only access to local WhatsApp chats and messages via the unofficial Baileys library with account suspension risk. | 3 stars | 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.