Leaderboard
Scored on public signals; components with none are listed as Unranked · Formula
Component
Domain
Vertical
| Rank | Score | Component | Description | Evidence | Last commit | Install |
|---|---|---|---|---|---|---|
| 301 | 38.412 | markus-pfundstein-gsuitemcp · comms | Integrates with Gmail and Google Calendar APIs to enable email management and scheduling capabilities directly within conversation interfaces. | 3 stars | No one-command install · Source | |
| 302 | 38.066 | video-link-analyzermcp · comms | Enables link type detection, video downloading, metadata extraction, and transcript generation across 16+ platforms including YouTube, Bilibili, and… | 2 stars · 1 fork | No one-command install · Source | |
| 302 | 38.066 | readgzhmcp · comms | Enables AI to read full-text WeChat Official Account articles, returning title, author, publish time, and clean Markdown content. | 2 stars · 1 fork | No one-command install · Source | |
| 302 | 38.066 | mockpostmcp · comms | Enables agents to inspect captured emails, messages, and webhooks across multiple channels, read OTP codes, and simulate inbound events for end-to-end… | 2 stars · 1 fork | No one-command install · Source | |
| 302 | 38.066 | tg-recall-mcpmcp · comms | Local-first, read-only MCP server for searching and retrieving cited evidence from archived Telegram chats, including transcripts and media metadata. | 2 stars · 1 fork | No one-command install · Source | |
| 302 | 38.066 | gmail-lead-nurturingmcp · comms | Automates Gmail-based lead nurturing campaigns for dental practices with multi-stage follow-up sequences, intelligent response tracking, and lead… | 2 stars · 1 fork | No one-command install · Source | |
| 302 | 38.066 | multimailmcp · comms | Email capabilities for AI agents with markdown-native messaging, threaded conversations, attachments, and human oversight controls. | 2 stars · 1 fork | No one-command install · Source | |
| 302 | 38.066 | neutral-stage-gmailmcp · comms | Manages Gmail with 20 tools covering search, compose, send, organize, label management, attachments, and bulk operations up to 1000 emails via OAuth. | 2 stars · 1 fork | No one-command install · Source | |
| 302 | 38.066 | chaingptmcp · comms | Integrates with ChainGPT's Web3-focused AI models to provide blockchain and cryptocurrency news retrieval alongside general chat functionality… | 2 stars · 1 fork | No one-command install · Source | |
| 302 | 38.066 | mastra-discordmcp · comms | Discord bot that provides intelligent assistance through slash commands and direct messages, creating threaded conversations and managing message… | 2 stars · 1 fork | No one-command install · Source | |
| 302 | 38.066 | ks0318-p-sound-notificationmcp · comms | Plays customizable audio notifications for key interaction points in development environments, alerting users when AI assistance requires attention or… | 2 stars · 1 fork | No one-command install · Source | |
| 312 | 35.443 | codex-chats-mcpmcp · comms | Manages ChatGPT conversations and Codex Cloud tasks through MCP, enabling list, search, rename, archive, export, and permanent deletion from any… | 2 forks | No one-command install · Source | |
| 312 | 35.443 | guardian-opsmcp · comms | Enables network vulnerability scanning and CVE detection through an AI assistant, with optional remote port blocking via Discord bot. | 2 forks | No one-command install · Source | |
| 312 | 35.443 | genm-discord-webhookmcp · comms | Integrates Discord webhooks to enable sending customized messages and notifications to Discord channels. | 2 forks | No one-command install · Source | |
| 315 | 34.285 | zuplo-weathermcp · comms | Access U.S. National Weather Service alerts, forecasts, radar, observations, and text products. Query aviation data including TAFs and SIGMET/AIRMETs… | 867 installs | No commit datelisted | No one-command install · Source |
| 316 | 32.223 | basic-bit-vrchatmcp · comms | VRChat friends, worlds, groups, events, notifications, and VRCX history via the VRChat API. | 2 stars | No one-command install · Source | |
| 316 | 32.223 | imprimcp · comms | Human-in-the-loop approval inbox for AI agents: an agent proposes an action (send email, post comment, run a command), a human approves, rejects, or… | 2 stars | No one-command install · Source | |
| 316 | 32.223 | hr-assistantmcp · comms | Enables local employee onboarding, leave tracking, meeting coordination, and workplace requests through any MCP-compatible client, with optional SMTP… | 2 stars | No one-command install · Source | |
| 316 | 32.223 | adelaidasofia-google-workspacemcp · comms | Personal Google Workspace integration — Gmail, Calendar, Drive, Docs, and Sheets via mcpb. | 2 stars | No one-command install · Source | |
| 316 | 32.223 | mailnet-mcp-servermcp · comms | Unified email orchestration server for Gmail and Outlook with agentic tools for sending, reading, searching, and managing emails, enabling… | 2 stars | No one-command install · Source | |
| 316 | 32.223 | thimikomcp · comms | Enables searching and retrieving local chat history from Codex and Claude CLI sessions via BM25 full-text search and MCP tools. | 2 stars | No one-command install · Source | |
| 316 | 32.223 | tickstemmcp · comms | Manage cron jobs and verify emails from your AI coding assistant via the Tickstem platform. | 2 stars | No one-command install · Source | |
| 316 | 32.223 | anymail-mcpmcp · comms | Connect all your email accounts to your AI agent — not just one. AnyMail MCP is a local MCP server that gives an agent full read/send/organize/delete… | 2 stars | No one-command install · Source | |
| 316 | 32.223 | coherencemcp · comms | Chat with your Coherence CRM's AI agent from Claude, Cursor, and Cline — read records, draft outreach, send email, and create reminders. | 2 stars | No one-command install · Source | |
| 316 | 32.223 | cursor-chat-bridgemcp · comms | Enables remote control of the Cursor AI agent via chat platforms like GitHub Issues or Telegram, allowing users to start sessions and receive… | 2 stars | No one-command install · Source | |
| 316 | 32.223 | br0ski777-company-enrichmentmcp · comms | Get company firmographics from a domain: name, socials, tech stack, emails, and address. | 2 stars | No one-command install · Source | |
| 316 | 32.223 | gh-pinealctx-openprojectmcp · comms | Go-based project management integration for OpenProject with comprehensive CRUD operations across projects, work packages, time tracking, boards, and… | 2 stars | No one-command install · Source | |
| 316 | 32.223 | tiktok-live-mcpmcp · comms | Provides live access to TikTok LIVE data including live detection, room info, creator data, gifts, and regional leaderboards via chat prompts. | 2 stars | No one-command install · Source | |
| 316 | 32.223 | makeamouse-fish-bridgemcp · comms | Compresses AI chat sessions into a typed knowledge graph for persistent context management. | 2 stars | No one-command install · Source | |
| 316 | 32.223 | inbox-to-action-mcpmcp · comms | One-pass agentic inbox triage as an MCP server: fetch unread Gmail → classify (action_needed/fyi/newsletter/noise) → summarize → extract tasks → draft… | 2 stars | No one-command install · Source | |
| 316 | 32.223 | easysourceflowmcp · comms | A local content summarization service that allows AI agents to fetch web pages, WeChat articles, and Bilibili videos, transcribe if needed, and… | 2 stars | No one-command install · Source | |
| 316 | 32.223 | weixinclaw-bridge-mcpmcp · comms | A Windows-native WeChat bridge that connects WeChat to multiple MCP clients (Web Chat, Codex, Claude Desktop, etc.) for bidirectional text, image, and… | 2 stars | No one-command install · Source | |
| 316 | 32.223 | slackxmcpmcp · comms | Enables MCP-compatible clients to interact with Slack through Web API tools and subscribe to inbound Slack messages via Socket Mode notifications. | 2 stars | No one-command install · Source | |
| 316 | 32.223 | crunchtools-slackmcp · comms | Read-only Slack workspace integration for channels, messages, users, and files. | 2 stars | No one-command install · Source | |
| 316 | 32.223 | mcp-obsidian-climcp · comms | Enables capturing Claude conversations as Obsidian notes and searching the vault from chat, using the Obsidian CLI. | 2 stars | No one-command install · Source | |
| 316 | 32.223 | local-claude-chat-history-mcpmcp · comms | Searches and browses local Claude Code and Cowork session histories stored on your machine, enabling questions about past work without uploading data. | 2 stars | No one-command install · Source | |
| 316 | 32.223 | mikluko-jmapmcp · comms | Email access via the JMAP protocol for reading, searching, and managing messages. | 2 stars | No one-command install · Source | |
| 316 | 32.223 | telegram-reminder-mcpmcp · comms | Enables users to manage Telegram reminders via natural language or commands, with features like setting, updating, deleting, and listing reminders… | 2 stars | No one-command install · Source | |
| 316 | 32.223 | kontramcp · comms | Adds a challenger to your AI chat, enabling debate with multiple AI debaters to refine answers. | 2 stars | No one-command install · Source | |
| 316 | 32.223 | dingtalk-robot-mcpmcp · comms | Enables AI assistants to send DingTalk single and group chat messages via MCP protocol, supporting userId, name, or batch sending to up to 20 users. | 2 stars | No one-command install · Source | |
| 316 | 32.223 | hoton-mcpmcp · comms | Enables AI agents to purchase Telegram Stars, Premium, and TON top-ups by building unsigned transactions for the agent's TON wallet to sign. | 2 stars | No one-command install · Source | |
| 316 | 32.223 | mailbridge-mcpmcp · comms | Connects AI assistants to email accounts via IMAP/SMTP, enabling reading, searching, sending, and organizing emails with features like smart drafts… | 2 stars | No one-command install · Source | |
| 316 | 32.223 | admitad-mcpmcp · comms | Enables AI assistants to browse Admitad affiliate programs, discover product feeds, and search products directly from chat. | 2 stars | No one-command install · Source | |
| 316 | 32.223 | topvisor-notificationsmcp · comms | Sends desktop notifications from AI agents via stdio transport. | 2 stars | No one-command install · Source | |
| 316 | 32.223 | giuliocapecchi-soundmcp · comms | Play desktop audio notifications and toast alerts from AI agents on Linux systems. | 2 stars | No one-command install · Source | |
| 316 | 32.223 | goldencheckmcp · comms | Check CSV files for data quality issues � finds bad emails, phone format problems, missing values, type mismatches, outliers, and encoding errors… | 2 stars | No one-command install · Source | |
| 316 | 32.223 | jiraxmcpmcp · comms | An MCP server for interacting with Jira Cloud, providing tools for issues, search, agile boards, comments, links, attachments, and webhook… | 2 stars | No one-command install · Source | |
| 316 | 32.223 | seven-hills-software-basecampmcp · comms | Integrates AI assistants with Basecamp 4 via ~60 tools covering projects, tasks, messages, schedules, kanban boards, documents, and webhooks. | 2 stars | No one-command install · Source | |
| 316 | 32.223 | claudegrammcp · comms | MCP server that enables Claude Code to interact with a personal Telegram account via MTProto, providing over 120 tools for messaging, media, chat… | 2 stars | No one-command install · Source | |
| 316 | 32.223 | cafitac-codex-channelsmcp · comms | Route Codex agent approval requests, user input, and MCP elicitation to Slack, Discord, or Telegram channels. | 2 stars | No one-command install · Source | |
| 316 | 32.223 | jaguar999paw-droid-commsmcp · comms | Centralized multi-channel communication server supporting SMS, voice, email, and OTP via Telnyx, Twilio, and Resend. | 2 stars | No one-command install · Source | |
| 316 | 32.223 | stream-estatemcp · comms | Provides access to French real estate data including property searches, market statistics, and saved search management with webhook notifications. | 2 stars | No one-command install · Source | |
| 316 | 32.223 | gh-pierre3-maildevmcp · comms | Local email testing tool integration for inspecting SMTP-captured messages. | 2 stars | No one-command install · Source | |
| 316 | 32.223 | cseguinlz-doubletick-climcp · comms | Email read tracking via Gmail. Send tracked emails, check if they were opened with open count, device, and timing. | 2 stars | No one-command install · Source | |
| 316 | 32.223 | subconductormcp · comms | A persistent state machine and notification system for AI agents to manage complex, multi-step workflows via the Model Context Protocol, preventing… | 2 stars | No one-command install · Source | |
| 316 | 32.223 | dexopt-ahmemcp · comms | Background daemon that compresses chat conversations into structured JSON summaries using local Ollama models for persistent cross-session memory. | 2 stars | No one-command install · Source | |
| 316 | 32.223 | artrix-nyantifymcp · comms | Sends intelligent push notifications via Bark iOS app when AI coding tasks complete or require attention, detecting when developers are away from… | 2 stars | No one-command install · Source | |
| 316 | 32.223 | delpha-data-quality-mcpmcp · comms | Enables AI-driven data quality operations such as validation, enrichment, and deduplication for customer data fields including email, address, phone… | 2 stars | No one-command install · Source | |
| 316 | 32.223 | elasticemailmcp · comms | Turn your favourite AI tool into a personal email agent. | 2 stars | No one-command install · Source | |
| 316 | 32.223 | ushakrishnan-vaalimcp · comms | Demonstrates the full spectrum of MCP capabilities through resources for configuration files, reusable prompt templates for code review and… | 2 stars | No one-command install · Source | |
| 316 | 32.223 | fortnightly-devs-timelookermcp · comms | Automated web monitoring system that executes paid search tasks at scheduled intervals, detects genuine changes using duplicate detection, and sends… | 2 stars | No one-command install · Source | |
| 316 | 32.223 | eric2877-wecom-aibotmcp · comms | Sends approval requests and notifications through enterprise WeChat (WeCom) robots via MCP. | 2 stars | No commit datelisted | No one-command install · Source |
| 363 | 29.013 | ligueleadmcp · comms | SMS, SMS Flash, and voice campaign management for the LigueLead Brazilian communications platform. | 1 star · 1 fork | No one-command install · Source | |
| 363 | 29.013 | google-services-mcpmcp · comms | MCP server that gives AI agents direct access to Google services including Gmail, Calendar, Drive, and more, with multi-account OAuth support. Enables… | 1 star · 1 fork | No one-command install · Source | |
| 363 | 29.013 | better-call-claudemcp · comms | Bi-directional communication for Claude Code via Voice Calls, SMS, and WhatsApp, allowing users to call Claude, receive callbacks, and interact… | 1 star · 1 fork | No one-command install · Source | |
| 363 | 29.013 | mcp-slackmcp · comms | Enables Slack integration with tools to list channels, read messages, and post messages using a bot token. | 1 star · 1 fork | No one-command install · Source | |
| 363 | 29.013 | eu-verifymcp · comms | eu-verify lets AI agents verify any European business partner: company existence (official French SIREN registry), insolvency records (BODACC), EU VAT… | 1 star · 1 fork | No one-command install · Source | |
| 363 | 29.013 | agenttrust-mcp-servermcp · comms | Enables AI agents to use email, instant messaging, and cloud file storage via MCP tools, giving each agent a verified identity with its own email… | 1 star · 1 fork | No one-command install · Source | |
| 363 | 29.013 | sound-effectsmcp · comms | Plays customizable sound effects for coding events across Windows, macOS, and Linux, providing audio feedback without requiring users to read text… | 1 star · 1 fork | No one-command install · Source | |
| 363 | 29.013 | connectimtiazh-temporal-knowledge-graphmcp · comms | Bi-temporal knowledge graph with automatic fact invalidation and webhook automation tool generation. | 1 star · 1 fork | No one-command install · Source | |
| 363 | 29.013 | chatmcp-flomomcp · comms | Enables direct note-taking in Flomo by capturing Markdown content from conversations and posting it to your knowledge base via webhook integration | 1 star · 1 fork | No one-command install · Source | |
| 363 | 29.013 | alefcastelo-archai-hexagonal-architecture-analyzermcp · comms | Enforces hexagonal architecture principles in Java applications through static code analysis that validates architectural rules including dependency… | 1 star · 1 fork | No one-command install · Source | |
| 363 | 29.013 | samarthsinghal28-gmail-calendarmcp · comms | Integrates with Gmail and Google Calendar APIs to enable email retrieval, search, sending with attachments, and calendar event management including… | 1 star · 1 fork | No one-command install · Source | |
| 363 | 29.013 | emiliobool-discord-relaymcp · comms | Bridges with Discord channels for automated messaging, user interaction, and response handling. | 1 star · 1 fork | No one-command install · Source | |
| 375 | 23.374 | beatapi-codex-pluginmcp · comms | Enables creating and managing BeatAPI AI Music Video and Ecommerce Video workflows. Supports inspecting workflows, credits, usage, uploading files… | 1 fork | No one-command install · Source | |
| 375 | 23.374 | wyre-technology-abnormal-securitymcp · comms | Community MCP integration for Abnormal Security, enabling AI agents to access email threat cases and trigger remediation. | 1 fork | No one-command install · Source | |
| 375 | 23.374 | wyre-technology-spamtitanmcp · comms | Manages SpamTitan email security quarantine, allowlists, blocklists, and delivery statistics for MSP environments. | 1 fork | No one-command install · Source | |
| 375 | 23.374 | cdrp-for-claudemcp · comms | Shows your current Claude Desktop activity as Discord Rich Presence, including model, status, usage, and subscription info. | 1 fork | No one-command install · Source | |
| 375 | 23.374 | gmail-calendar-multi-account-mcp-servermcp · comms | Connects multiple Gmail and Google Calendar accounts to Claude Desktop locally, enabling email management (search, send, draft, label) and calendar… | 1 fork | No one-command install · Source | |
| 375 | 23.374 | gmail-google-calendar-mcp-servermcp · comms | Combines Gmail and Google Calendar operations with multi-account OAuth, attachments, and email templates in a single MCP server. | 1 fork | No one-command install · Source | |
| 375 | 23.374 | tolmachov-telegrammcp · comms | Integrates with Telegram through the MTProto API to send messages, retrieve chat histories, search conversations, manage notifications, and perform… | 1 fork | No one-command install · Source | |
| 375 | 23.374 | mail-mcp-2mcp · comms | Enables secure mailbox access and email management via IMAP/SMTP, with tools for reading, searching, organizing, sending, and deleting emails… | 1 fork | No one-command install · Source | |
| 375 | 23.374 | clichefactorymcp · comms | Structured JSON extraction from PDFs, images, spreadsheets, emails, and office documents. | 1 fork | No one-command install · Source | |
| 375 | 23.374 | uncorreotemporalmcp · comms | Temporary email for AI agents — create inboxes, wait for verification emails, extract OTPs, and automate signup flows. | 1 fork | No one-command install · Source | |
| 375 | 23.374 | andasv-himalaya-emailmcp · comms | Email operations for AI agents via Himalaya CLI with read-only, full, and dangerzone operating modes. | 1 fork | No one-command install · Source | |
| 375 | 23.374 | safe-gmail-mcpmcp · comms | A security-hardened Gmail MCP server for Claude Code that supports reading, labeling, archiving, and drafting emails, but cannot send or delete. | 1 fork | No one-command install · Source | |
| 375 | 23.374 | r3-yamauchi-blastengine-mailermcp · comms | Integrates with Blastengine to enable sending emails via API, supporting automated notification and marketing campaign functionalities | 1 fork | No one-command install · Source | |
| 375 | 23.374 | gabriel-paulos-twiliomcp · comms | Integrates with Twilio to enable sending SMS messages and retrieving message logs through a FastMCP framework with phone validation and… | 1 fork | No one-command install · Source | |
| 375 | 23.374 | benyue1978-run-commandmcp · comms | Enables direct execution of shell commands from chat interfaces, creating a bridge between natural language prompts and local system operations for… | 1 fork | No one-command install · Source | |
| 390 | 22.557 | atbridgemcp · comms | Local MCP server for Thunderbird: read, search, and send emails and manage calendars, contacts, notes, and tasks across every mailbox (Gmail, Outlook… | 1 star | No one-command install · Source | |
| 390 | 22.557 | chrischall-gogclimcp · comms | Natural-language access to Google Workspace services including Sheets, Docs, Gmail, Calendar, Drive, Tasks, and Contacts. | 1 star | No one-command install · Source | |
| 390 | 22.557 | domanimcp · comms | Enables AI agents to register domains, manage DNS, create mailboxes, and send/receive email through typed tools. | 1 star | No one-command install · Source | |
| 390 | 22.557 | envigoinnovations-memberpassmcp · comms | Connect AI assistants to MemberPass Telegram community monetization with 42 tools for projects, subscriptions, members, payments, and webhooks. | 1 star | No one-command install · Source | |
| 390 | 22.557 | trovemcp · comms | A macOS-only local-private runtime that returns bounded cited evidence to external Agents via MCP, with optional Reply Runtime and WeChat source… | 1 star | No one-command install · Source | |
| 390 | 22.557 | gmail-mcpmcp · comms | Enables AI assistants to manage Gmail emails, including sending, searching, and organizing with labels and attachments via OAuth2. | 1 star | No one-command install · Source | |
| 390 | 22.557 | ametller-origen-skillmcp · comms | Open Claude integration for Ametller Origen's live catalog, online orders, real cart, and optional offline Gmail tickets. | 1 star | No one-command install · Source | |
| 390 | 22.557 | sezzleops-mcpmcp · comms | Enables safe Sezzle merchant operations with mutation previews, explicit approval gates, settlement reconciliation, webhook verification, and… | 1 star | No one-command install · Source | |
| 390 | 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 | |
| 390 | 22.557 | mcp-send-that-emailmcp · commsalso listed as pipeworx-io-send-that-email | 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 |
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.