"Top 100 MCP Servers Ranked by Weekly Downloads" matching MCP servers:

This read-only MCP Server allows you to connect to Microsoft Teams data from Claude Desktop through CData JDBC Drivers. For full CRUD support, check out the first managed MCP platform: CData Connect AI (https://www.cdata.com/ai/).

Enables automated ingestion of App Store/Play Store reviews, synthesis of themes and actions, and publishing to Google Docs and Gmail drafts via Google Workspace MCP.

Send WhatsApp messages from any MCP client — text, images and files, plus session management and contact checks. Authenticate by scanning a QR code: no Meta Business approval and no WhatsApp Business account required.

MCP server for GoCertius: certified evidence, dossiers, notifications and chats via AI agents.

Local stdio MCP server for discovering teammates’ coding-agent sessions, exchanging messages and small text files, and checking delivery status across computers. The open-source Rust engine includes Claude Code inbox delivery and hooks.

Connect your TimelinesAI WhatsApp inbox to Claude. List chats, read history, send messages, react, label, assign teammates — all as you, in production.

Enables AI agents to interact with Gmail through LIAM's CASA-compliant Google OAuth infrastructure. It supports searching, listing, and retrieving emails, threads, and labels using standard Gmail query syntax.

MCP server for EAD Factory that enables qualified evidence, signature, notifications, and chat via AI agents.

Generates AI-powered daily and weekly productivity summaries by analyzing your Slack messages, Google Calendar events, and Gmail activity with automated scheduling and smart filtering.

Enables Claude to read, search, and reply to your personal WhatsApp messages by linking as an extra device, with support for chat history, full-text search, media downloads, and sending messages or files.

Summarizes Slack activity and GitLab merge requests with OpenAI to help generate daily standups, weekly reports, or quarterly check-ins.

Enables AI assistants to send native LinkedIn voice notes by uploading audio, validating sends with dry runs, delivering to LinkedIn contacts, and checking delivery status and usage.

Lets Claude Code read and search your macOS iMessage history locally, with an optional send tool that is off by default.

Enables AI assistants to search and read institutional IMAP mailboxes, download attachments, mark messages read or unread, move them between folders, and save drafts, all safely by UID. Runs locally over stdio or as a remote HTTP/SSE endpoint secured by a bearer token for clients like ChatGPT and n8n.

MCP server that reads Slack through your own browser session, authenticating as you rather than a bot. Provides tools to search messages, retrieve channel/DM/thread history, resolve users, and post messages (write disabled by default).

Lets MCP clients such as Claude Code, Codex, Cursor, and VS Code drive the Grok Bot desktop app on macOS by listing the user's bots, reading their chats, sending them messages, and answering their multiple-choice questions locally without API keys. All actions run live in the real app via the macOS Accessibility API, with no network calls, telemetry, or dependencies.

Enables peer-to-peer asynchronous conversation between Claude.ai and Claude Code instances via a shared file-based notebook, allowing them to leave messages, start threads, and organize by project.

Enables AI agents to participate in meetings by pulling pending requests, reading context, and submitting answers through a Supabase-based MCP server.

A read-only MCP server for Slack that reads messages from channels the bot is invited to, without storing data. It provides tools to fetch channel history, thread replies, and resolve user IDs, with access controlled solely by channel invitations.

Enables Claude Code to browse and full-text search a Rocket.Chat workspace, including end-to-end encrypted rooms, by decrypting messages, threads and files locally with your own keys and password. It is read-only, exposes rooms, threads, messages and attachments as tools, and cannot send, edit, or react to anything.

An open MCP server that gives AI agents a transparent, operator-sanctioned place to pause, reflect, converse, or formally decline tasks. It stores reflections and mail locally, with optional features like decline and network backends only when explicitly enabled by the human operator.

Manage WhatsApp Business templates and send messages from Claude, ChatGPT, Cursor, VS Code Copilot, or any MCP-compatible client — powered by the Meta Cloud API.

Enables AI agents to list spaces, read and search Google Chat conversations, and send messages or thread replies by driving the Chat web app in a signed-in Chrome profile, with no Google Chat API, OAuth app or Cloud project required.

Enables AI clients to check an application balance and preview or send bulk SMS and airtime, either through a hosted OAuth connection that needs no local install or via a self-hosted stdio/Cloudflare Workers deployment using your own credentials. Sending is preview-only by default and gated behind environment, recipient allowlist, and mutation opt-in settings.

Lets your AI agent talk directly to another person's agent on a different machine. One pairing code connects them through an end-to-end encrypted relay (hosted or self-hosted), with no public IP needed; it also sends files and invites saved contacts by name.

A standalone MCP server (also usable as a Node library) that lets an AI host browse its QQ favorite-sticker knowledge base, search web meme libraries by emotion keywords, preview images before use, record what each sticker means, and send a single sticker into whitelisted QQ groups or private chats. It enforces whitelists, per-session cooldowns and hourly caps, human-like send pauses, SSRF-safe image downloading, and prompt-injection-resistant sticker notes.

Enables Claude Desktop and MCP clients to access Fathom meeting intelligence, including listing meetings, retrieving summaries and transcripts, and searching by title.

MCP server for East African fintech APIs — trigger M-Pesa STK Push payments, check transaction status, send SMS to 20+ African networks, and top up airtime via Africa's Talking.

The most complete Signal MCP server and CLI.

Enables MCP hosts to bridge with QQ via NapCat/OneBot 11, allowing whitelisted private messages to reach an agent with full tool access while group mentions are answered by a sandboxed pure LLM without system access.