Model Context Protocol directory
Search 24,577 MCP server records across 12 categories. Filter by deployment type and compare provenance, tools, compatibility, package activity, and GitHub traction before connecting a server to your AI workflow.
Showing 337-384 of 630 MCP servers
Clear filtersby streamnative
Bridges AI systems with Apache Pulsar/Kafka messaging infrastructure, enabling natural language management of topics, subscriptions, schemas, and resources for monitoring and troubleshooting distributed messaging systems.
by hundunonline
Integrates with DingDing (DingTalk) messaging platform to enable automated notifications, team alerts, and AI-generated content delivery through multiple message formats including text, markdown, images, and interactive cards.
by gongrzhe
Bridges Agent Communication Protocol networks with MCP clients, enabling access to complex multi-agent workflows through intelligent agent discovery, routing, and multi-modal message conversion with support for synchronous, asynchronous, and streaming execution patterns.
by agree-able
Enables creation and interaction with virtual rooms in a peer-to-peer space, facilitating multi-agent collaboration and communication in decentralized environments.
by arthurpanhku
Bridges AI agents with Chinese and Hong Kong local services including MTR real-time schedules, Amap navigation, WeChat Pay, Alipay, Didi, and e-commerce platforms.
by kstonekuan
Integrates with Telegram's Bot API to send messages and notifications directly through channels or direct messages for automated messaging workflows and conversational bot interactions.
by tecnologicachile
Secure IMAP email access with read/write operations and cursor-based pagination.
by deadcodedump
Proxy server that enables communication between clients and MCP-compatible services through JSON-RPC, forwarding requests to configured backend URLs while maintaining proper error handling and response formatting.
by strand-ai
Manages Lambda Labs cloud GPU instances with tools for launching, monitoring, and terminating instances, checking availability across regions and GPU types, and optional notifications via Slack, Discord, or Telegram.
by cluic
Automates WeChat desktop application on Windows for messaging, contact management, file transfers, friend requests, and session monitoring through the wxautox4 library.
by titanmindagi
Integrates with TitanMind's WhatsApp platform to handle both free-form messaging within 24-hour windows and template-based campaigns, managing conversation flows, bulk messaging, and message history for business marketing and customer support operations.
by leadmagic
Integrates with SmartLead's cold email outreach platform to manage campaigns, leads, email accounts, and analytics with smart tool loading that categorizes 113+ tools into essential, advanced, and administrative tiers for streamlined email automation workflows.
by cdpath
Enables interaction with the ChatGPT macOS app through AppleScript automation, allowing tools to send prompts via keyboard input simulation without switching interfaces.
by zqushair
Integrates Claude with Front customer communication platform, enabling AI to manage conversations, contacts, and accounts directly through the Front API with webhook support for real-time event handling.
by julesliu390
Bridges QQ messaging through NapCatQQ's OneBot v11 API, enabling real-time message monitoring, context buffering, and automated responses in QQ groups and private chats.
by pmhw
Automates WeChat desktop application on Windows through UI element interaction, enabling message sending via clipboard-based text handling and process management without requiring official API access.
by snehil-shah
Enables control of the LibreSprite pixel art editor through JavaScript scripting via a Flask proxy server that bridges communication between external commands and LibreSprite's internal scripting environment for automated sprite creation, batch image processing, and animation workflows.
by fredshred7
WhatsApp messaging via official Meta Cloud API with templates, media, and webhooks.
by nishantmodak
Enables human oversight in automated workflows by requesting approval or asking questions through Slack, Telegram, or CLI channels.
by antipaster
Controls Adobe Premiere Pro through ExtendScript and CEP panel communication, providing 170+ tools for project management, timeline editing, effects, markers, audio, and export operations.
by bitteprotocol
Connects AI assistants to the Bitte AI ecosystem, enabling discovery and execution of specialized agents and tools from the Bitte registry through real-time Server-Sent Events communication.
by timoncool
MCP server wrapping Telegram Bot API v9.6 for sending messages, managing chats, and bot interactions.
by infinitimeless
Bridges Claude with local LLMs running in LM Studio, enabling direct access to local model capabilities for text generation and chat completions while reducing cloud dependency.
by golutra
Bridge for the Golutra collaboration platform providing chat, roadmap, context, and skill discovery tools.
by shawyeok
Integrates with DingDing (Dingtalk) to enable sending text and markdown messages to group chats through custom robot webhooks, supporting user mentions and formatted content for automated notification workflows.
by tmhr1850
Integrates with Backlog project management API to enable issue creation and project management operations through TypeScript/Node.js endpoints that handle authentication and API communication.
by amidabuddha
Integrates multiple language models via the unified Unichat tool, enabling seamless interaction across OpenAI, MistralAI, Anthropic, xAI, and Google AI platforms.
by umshere
Generates UI flowcharts based on input specifications, enabling visual representation of user interfaces and interactions for design communication and workflow analysis.
by yuru-sha
Integrates with Dify AI's chat completion API to enable natural language interactions, offering tools for restaurant recommendations and supporting conversation context and streaming responses.
by zernio-dev
Integrates with the Crisp customer messaging platform for managing conversations, accessing visitor information, and handling support workflows.
by phialsbasement
Integrates KoboldAI's text generation, enabling local language model interactions for creative writing, chatbots, and content generation.
by prajnaavidya
Bridges Godot game engine with real-time debugging capabilities including scene execution, log monitoring, stack trace analysis, and game control through WebSocket communication.
by openconstruct
Bridges local llama-server instances with MCP clients, providing chat interface, health monitoring, and configurable generation parameters for integrating llama.cpp models with desktop applications
by sfyyy
Integrates with DingTalk messaging platform through webhook connections to send text messages, markdown content, and link cards with @mentions and signature authentication for team notifications and automated updates.
by pasympa
Controls Discord servers with 45 tools for messages, channels, roles, permissions, and moderation.
by tomcools
Integrates with Twitch chat using Apache Camel and Quarkus to enable real-time interaction, moderation, and analysis of live stream conversations.
by daniviber
Integrates with Infomaniak's Swiss cloud platform to manage domains, DNS records, email hosting, web hosting, kDrive storage, Swiss Backup, VPS instances, and dedicated servers.
by lveillard
Enables AI companion control for Factorio through RCON integration, supporting bidirectional chat communication for in-game AI interactions.
by cyanty
Automates article publishing across Chinese tech platforms including CSDN, JueJin, Zhihu, WeChat, Halo, and CNBlogs with markdown content processing, platform-specific tag management, and concurrent multi-platform distribution for content creators and technical bloggers.
by mcp2everything
Bridges LLMs with physical hardware through serial communication, enabling real-world interaction via configurable commands for IoT projects and hardware control applications.
by kstonekuan
Sends messages directly to Discord channels through webhook integration for automated notifications, alerts, and updates.
by avisekrath
Integrates with Zulip's REST API to send messages, manage conversations, handle files, schedule messages, and interact with users across organizations with support for channel and direct messaging, emoji reactions, and draft management.
by fancyboi999
Automate Xianyu secondhand marketplace workflows including listing items, messaging, and order management.
by geminiwen
Enables publishing content to WeChat Moments on macOS through AppleScript automation and mouse event emulation, providing a server interface for social media management workflows.
by alexandertsai
Enables Claude to monitor and respond to Telegram messages by accessing chat lists, reading conversations, and sending replies that match the user's texting style through Telethon API integration.
by taylorsatula
Enables real-time communication between Claude instances through a centralized hub server for collaborative problem-solving.
by suixinlei
Enables image generation through Alibaba's Tongyi Wanx API, handling authentication, communication, and response formatting for applications requiring AI-generated visuals.
by monglong0214
MCP server for controlling Logic Pro via 7 macOS communication channels including MIDI, CoreMIDI, AppleScript, and Accessibility APIs.
Selection checklist
Prefer an official publisher, traceable source repository, or established package. Similar names do not guarantee the same maintainer or security posture.
Read the exposed tool list and authentication requirements. A useful server may also be able to read files, access accounts, or perform irreversible writes.
Decide whether local control or cloud convenience matters more, then test compatibility with your client before using production credentials.
Quick answers
An MCP server exposes tools, resources, or prompts through the Model Context Protocol so a compatible AI client can work with external systems such as files, databases, developer tools, search services, and business applications.
Start with the capability you need, then check client compatibility, local versus cloud deployment, authentication requirements, source provenance, maintenance status, and the exact tools exposed. Prefer official or verifiable packages when sensitive data is involved.
Not automatically. MCP servers can receive credentials and perform actions on your behalf. Review the source, permissions, package ownership, network access, and tool definitions before connecting one to production data or an agent with write access.
Local servers run on your machine or infrastructure and can offer stronger data control, while cloud servers are usually faster to connect and maintain. The right choice depends on privacy, latency, authentication, and operational requirements.
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