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MCP server for Adobe Commerce (Magento) GraphQL API, providing CRM/ERP-like functions for e-commerce management including orders, products, customers for AI agent automation.

Official MCP server for Apify's Actors platform, enabling AI assistants to run and manage thousands of pre-built web scraping and automation Actors through the Model Context Protocol.

Official Selenium MCP server enabling browser automation through Model Context Protocol for Selenium WebDriver, bringing industry-standard test automation to AI-powered workflows.

Universal social media MCP server providing API access to 6 major platforms (YouTube, LinkedIn, Facebook, Instagram, TikTok, Twitter/X) with 549 dynamically exposed tools based on API keys.

Official GitHub MCP server with rich capabilities mirroring GitHub platform APIs. Supports workflow management, repository operations, and CI/CD automation with optional read-only mode to prevent agent mutations.

MCP server for Terraform infrastructure-as-code operations enabling AI assistants to plan, apply, and manage infrastructure through natural language. Supports approval workflows and automatic change visualization before applying configurations.

Official hosted Model Context Protocol server connecting AI assistants like Claude, Cursor, and Copilot Studio to monday.com workspaces. Enables smart task management, project reporting, and workflow automation across 3,000+ apps at no additional cost.

Official Model Context Protocol client connecting Claude, ChatGPT, and AI tools to 30,000+ actions across 8,000 apps. Enables AI agents to trigger workflows, automate tasks, and integrate with thousands of services instantly without custom backend code.

Universal meta-MCP server acting as a hub for discovering, installing, and orchestrating multiple MCP servers, allowing LLMs to autonomously manage and coordinate distributed MCP server infrastructure.

AI assistant integration for n8n workflow automation enabling Claude Desktop, ChatGPT, and other AI assistants to create, manage, and execute n8n workflows through natural language for seamless automation workflow management.

Workflow automation platform with MCP integration enabling AI assistants to manage n8n workflows seamlessly through natural language, supporting 1,084+ nodes and 2,646+ pre-extracted configurations.

Unified MCP server exposing tools for 250+ platforms like GitHub, Slack, Gmail, Notion, Jira via a single endpoint with managed authentication. Simplifies multi-service AI workflows without individual server setups.

MCP server for Make (formerly Integromat) automation platform, supporting read-write access to 1,800+ apps with free tier.

Playwright automates web browsers for web scraping, enabling scraping of any website.

MCP server enabling LLMs to interact with thousands of apps via Zapier workflows, triggers, and automations. Supports no-code automation builder for hosted cloud-based context delivery.

Facilitates seamless interaction with Smartlead's email marketing features through a simplified MCP server interface, supporting AI assistants and automation tools.

Integrate Anthropic's Claude with Home Assistant for seamless natural language control and monitoring of home automation systems. Enables conversational smart home management.

MCP server for seamless interaction with the Notion API, enabling automated content management.

Facilitates interaction between AI models and Android devices using ADB through a TypeScript-based MCP server. Enables AI-driven Android device control and automation.

Unified MCP server with 40+ tools covering GitHub, GitLab, Cloudflare, Vercel, Gmail, Calendar, browser automation, research, ML, and 50+ pluggable cartridges for extensible developer workflows.

Facilitates structured product development via specialized AI roles using the Model Context Protocol, converting requirements into actionable tasks. Highlights workflow automation with MCP servers.

MCP server exposing Make scenarios as tools for multi-agent workflow orchestration and stateful automation. Enables tool calling chains and task delegation. Superior MCP-native integration vs LangChain for low-code agent workflows.

MCP server providing CRM/ERP functions for 1CRM, enabling AI agents to access customer data, manage workflows, and automate sales processes via natural language interactions.

Pipedream MCP Server integrates Pipedream's workflow automation platform into MCP, allowing AI agents to trigger workflows and access 2,500+ APIs via prebuilt connectors. It enables serverless execution of complex automations directly from agent tool calls. Compares to native MCP servers by adding no-code workflow orchestration.

AppVeyor MCP Server integrates CI/CD pipelines for Windows, Linux, macOS builds, tests, and deployments, enabling AI-driven automation in cloud DevOps operations. Supports MCP-compatible tools for pipeline management. Alternative to cloud-native CI/CD like AWS CodePipeline or Azure DevOps with cross-platform focus.

Provides Android device control via ADB, integrating with IDEs like VSCode and JetBrains for mobile testing. Key features: screenshots, UI inspection, touch gestures, logcat, autocomplete for commands. Use cases: debugging and code completion in AI agents for Android dev; superior to native LSP for device interaction.

Executes AppleScript for macOS automation, integrates with VSCode and JetBrains for GUI control and scripting in dev workflows. Key features: autocomplete for scripts, debugging executions, system interactions. Use cases: code completion and testing in AI agents on macOS; augments native LSP with OS automation.

Application for SEO automation and AI-powered optimization in the Marketing category. It has 6 stars and 4 forks.

A Model Context Protocol server that automatically generates Cypress test cases and Page Object Models by scraping and analyzing web pages. Automates the creation of end-to-end tests from live websites.

MCP server for Android/iOS app and device automation, development, and scraping. Supports simulators, emulators, and physical devices like iPhone, Pixel, Samsung on Linux and macOS.

A simple translation MCP Server that can translate single files or entire directories. Supports only JSON data (JSON, JS, TS formats), and automatically detects the target language from filenames for automated processing.

Composio Figma MCP Server enables AI agents to access Figma design files for seamless design-to-code workflows. Features include retrieving designs and generating code directly in IDEs like Cursor. Use cases: automate design-to-code conversion, offering easier access than the native Figma API.

Composio Firecrawl MCP Server enables AI agents to crawl websites, extract, and summarize content using Firecrawl. Features include multi-page crawling, competitor research integration. Use cases: web research, data gathering; simpler than native web scraping tools.

Composio GitHub MCP Server enables AI agents to manage GitHub repositories, review pull requests, track issues, and handle commits via natural language. Features include full CRUD operations on repo entities with secure auth. Use cases: automate code reviews and issue triage, simpler than native GitHub API for AI integration.

Composio Linear MCP Server enables AI agents to create/update/close issues in Linear, track projects, and manage sprints via natural language. Features: full CRUD operations, workspace status updates. Use cases: sprint planning, issue prioritization; easier than native Linear API.

Composio Notion MCP Server enables AI agents to read/write Notion pages and manage databases via the MCP protocol. It supports full CRUD operations with secure OAuth authentication handled by Composio. Ideal for automating note-taking and building knowledge bases, providing simpler integration than the native Notion API.

Composio Supabase MCP Server enables AI agents to explore schemas, execute read-only queries, and generate migrations in Supabase databases. Features: query debugging, optimization with secure auth. Use cases: database management from IDEs; vs native Supabase console/API.

Python MCP server for automating blog publishing workflows from Markdown to GitHub, supporting chaining and state for agent content flows. Simpler MCP deployment vs LangGraph for publishing pipelines.

A shell tool for spawning, stopping, and scripting MCP instances. It is perfect for automating experiments or running isolated AI tasks in MCP environments.

Facilitates seamless interaction with Smartlead's email marketing features through a simplified MCP server interface, supporting AI assistants and automation tools. It enables integration for AI-driven email campaigns and management.

An MCP Server Integration with Apple Shortcuts. Enables AI assistants to execute and manage Apple Shortcuts.

Automate browser interactions in the cloud (e.g. web navigation, data extraction, form filling, and more).

A fully functional MCP server and CLI for YouTube to automate YouTube operation.

AI-native command center and centralized MCP server management tool from Apigene. Enables connecting any API to ChatGPT, Claude, and Cursor with one line of code without custom MCP servers. Features visual UI for interactive components and 70% token savings through dynamic tool loading.

Official MCP server connecting AI to 8,000+ apps and 40,000+ actions for workflow automation across marketing tools.

Automate your local Chrome browser.

Automate browser interactions in the cloud, such as web navigation, data extraction, form filling.

Automated GitHub pull request code reviews using AI models via MCP integration.

Connects Product Hunt's API to any LLM or agent using the Model Context Protocol for seamless data integration and automation. Allows querying product data, launches, and trends.

Automates bugfixing for Shopware plugins by leveraging LLMs to handle support tickets and plugin versions.

Configuration-driven tool for automating tests and generating reports for MCP servers, leveraging Claude AI for intelligent test case generation.

Remote venture intelligence MCP for autonomous agents with startup discovery, company scoring, monitoring, and enterprise workspace automation.

Open-source CLI and MCP server for LinkedHelper automation with 32 tools for campaigns, messaging, profiles via Chrome DevTools.

Cisco pyATS server enabling structured, model-driven interaction with network devices for automation.

MCP server for Mobile Development and Automation supporting iOS, Android, Simulator, Emulator, and Real Devices. Enables AI agents to automate mobile app testing and development workflows.

An MCP server integrating with Boost.space for centralized, automated business data from 2000+ sources. Enables AI agents to access and unify data across numerous platforms.

MCP server integration for DaVinci Resolve, enabling AI assistants to control and automate professional video editing workflows through the Model Context Protocol.

Token-based GitHub automation management with no Docker and flexible configuration. Provides 80+ tools with direct API integration for comprehensive GitHub repository management.

Zero burden, ready-to-use Model Context Protocol server for interacting with MySQL and automation. No Node.js or Python environment needed.

Zero burden, ready-to-use Model Context Protocol (MCP) server for interacting with PostgreSQL and automation with SSE/stdio mode and i18n support.

Home Assistant MCP server for smart home device control and monitoring.

A Model Context Protocol server for interacting with Home Assistant to control and monitor devices.

Home Assistant MCP Server for smart home integration and device control.

Make MCP Server for the Integromat/Make automation platform, enabling AI assistants to create and manage automation workflows through the Make platform.

MCP server that allows AI assistants to create and manage Jenkins tasks and CI/CD pipelines through natural language.

A Model Context Protocol server implementation for programmatically generating videos using the json2video API, exposing video generation and status-checking tools for LLMs and agents.

MCP server providing access to Kernel's cloud-based browsers, enabling AI agents to interact with virtual browser environments remotely.

MCP server for creating professional reports from simple user queries, enabling AI agents to generate structured reports automatically.

An MCP server for LinkedIn that enables AI assistants to seamlessly search and apply for jobs through the LinkedIn platform.

Model Context Protocol server to run commands, enabling AI assistants to execute shell commands and system operations through standardized MCP interfaces for automation tasks.

MCP server implementing query and invocation of Dify workflows, supporting on-demand operation of multiple custom Dify workflows through Model Context Protocol.

MCP server designed for Claude and Cursor that enables building n8n workflows through natural language interactions, streamlining automation workflow creation.

MCP server implementation for n8n workflow automation, enabling AI assistants to create, manage, and trigger n8n workflows programmatically through the Model Context Protocol.

MCP server that provides tools and resources for interacting with the n8n API, enabling AI assistants to manage workflow automation through the n8n platform.

Official MCP server for querying, inspecting, and managing Octopus Deploy instances, enabling AI-driven deployment automation.

An MCP server that connects to OPC UA-enabled industrial systems for industrial automation.

MCP server for running scripts, enabling LLMs to execute various script types through the Model Context Protocol.

MCP server that automates interactions with WordPress. Enables AI assistants to create posts, manage content, update WordPress configurations, and interact with the WordPress ecosystem through the Model Context Protocol.

Enterprise-level integration and automation platform with Model Context Protocol support, providing AI agents access to 2,500+ pre-built app connectors with built-in security, compliance, and scalability features.

LinkedIn integration MCP server enabling automated profile browsing, searching, and post interactions using Playwright for browser automation with secure session management.

Command-line MCP server for posting to Twitter, Reddit, LinkedIn, and Instagram from terminal or via AI agents with unified posting interface and authentication management.

Community-built MCP server for Shopify providing write operations including order management, refunds, and product updates. Supports multi-store configurations with Shopify and Stripe payment processing, filling the gap for full commerce automation.

Automated data movement platform integration with 25+ tools for managing connections, syncs, and users through natural language. Enables AI assistants to list connections, pause syncs, and invite users without opening UI or writing API calls.

Spreadsheet automation server integrating with Google Sheets API to enable AI agents to create sheets, update data, generate charts, and automate spreadsheet workflows through natural language commands with type-safe operations.

Official Jenkins plugin implementing Model Context Protocol server-side component, enabling Jenkins to act as an MCP server. Provides context, tools, and capabilities to LLM-powered applications and IDEs for CI/CD automation.

Advanced Model Context Protocol server for Ansible automation platform, exposing utilities for managing inventories, playbooks, roles, and project workflows to enable intelligent infrastructure management through AI assistants.

Comprehensive Model Context Protocol server for Raycast providing 9 powerful tools for AI-native macOS workflow automation including extensions, workflows, search, clipboard, and shortcut management.

Model Context Protocol server for Twilio SendGrid v3 API enabling AI agents to send emails, manage templates, track statistics, and automate email workflows through natural language commands.

An MCP Server integration for 123FormBuilder, enabling AI tools to interact with 123FormBuilder’s online forms and automated data collection workflows via the Model Context Protocol.

An MCP server by 1msg providing tools and automation capabilities for the WhatsApp Business API, enabling WhatsApp messaging workflows within MCP-compatible environments.

An MCP server integration for 1S2U, an international bulk SMS service provider, allowing SMS messaging and automation via MCP-compatible tools.

An MCP server integration for 1sec Mail that lets you programmatically create and receive disposable email accounts in seconds, suitable for automated workflows and testing scenarios.

MCP Server that integrates with 2captcha’s CAPTCHA solving services, letting MCP clients offload CAPTCHA challenges programmatically as part of automated workflows.

An MCP server for 2Chat that enables all‑in‑one WhatsApp automation within MCP-compatible tooling, integrating WhatsApp messaging into existing workflows.

An MCP Server implementation for 4Dem that exposes email marketing and smart email campaign capabilities through Pipedream’s MCP server ecosystem.

MCP Server for Accelo, connecting MCP-compatible tools to Accelo’s professional services automation platform.

An MCP Server integration for Acelle Mail, a self-hosted, full-featured email marketing web application, enabling MCP-based workflows and automation around email campaigns and subscriber management.

An MCP Server for AcyMailing, exposing newsletter and email marketing campaign management for WordPress and Joomla via MCP on Pipedream.

MCP Server that connects to Adobe’s Document Generation API, allowing automated creation of invoices, contracts, proposals, and other business documents through MCP-compatible clients.

An MCP Server that exposes Adobe Photoshop APIs, enabling automated and programmatic image editing and creative workflows through the MCP ecosystem.

An MCP Server providing integration with Adversus dialer software, allowing automated workflows around outbound calling and telemarketing operations.

An MCP server for AEvent that connects its webinar automation and scheduling capabilities—integrated with Zoom and GoToWebinar—to MCP-driven workflows.

An MCP Server that connects to Airplane, turning APIs, SQL queries, and scripts into internal apps accessible through MCP-enabled agents and tools.

An MCP server for Alerty that enables sending native notifications from applications and servers via MCP-based automations.

An MCP server that connects Alphamoon’s AI-based document automation and data extraction services to Model Context Protocol-compatible agents.

An MCP server integration for Apilio, allowing MCP-compatible clients to automate and orchestrate smart home actions across a wide range of connected devices via Apilio’s automation rules and logic.

An MCP server for APITemplate.io that allows automated generation of images and PDF documents via a simple API exposed through MCP.

auto-mobile is a tool suite built around an MCP server for Android automation, supporting developer workflows and testing through MCP-accessible automation capabilities.

An MCP server from Automata Labs that controls web browsers via Playwright through standardized MCP commands.

An MCP server for Avochato that exposes its SMS and team messaging automation features—templates, auto‑assignment, tags—to MCP-based workflows.

An MCP server for Bannerbear, providing API-based automated image and video generation capabilities to MCP-compatible environments.

An MCP Server that executes Bash commands within Pipedream workflows, enabling shell scripting and curl-based integrations via MCP.

An MCP Server for Basin, providing MCP-compatible access to its form backend services for processing form submissions without custom server code.

An MCP Server for Bilflo that connects staffing management and operations data to MCP agents for programmatic access and automation.

An MCP server for MessageBird (Bird) that connects its business communication and automation capabilities to MCP workflows.

An MCP server for Bluesky by Unshape that automates interactions with the Bluesky social platform using MCP-compatible agents.

MCP Server integration for BotConversa, allowing MCP tools to create and manage no-code chatbots for marketing and automation.

An MCP Server for Botmaker, connecting its conversational platform and customer support automation to MCP agents and tools.

An MCP Server for Browse AI that lets MCP-compatible agents control Browse AI robots to extract structured data from websites without coding.

An MCP Server that connects MCP agents to BrowserStack’s cross-browser and mobile testing platform, enabling automated testing workflows via MCP.

An MCP server for Buildkite CI/CD at https://mcp.buildkite.com/mcp, allowing MCP-compatible agents to interact with Buildkite pipelines and builds using OAuth2.1.

An MCP Server integration for BurstyAI that exposes its AI autopilot workers for small business growth to MCP clients.

An MCP server for Callingly, which automatically calls you and dials new leads when they arrive.

An MCP Server for Campaign Cleaner that provides tools for optimizing and cleaning email campaigns via MCP-based workflows.

MCP Server for CampaignHQ, integrating its email marketing platform capabilities into Model Context Protocol ecosystems.

An MCP Server for Captain Data, enabling data extraction and automation workflows to be orchestrated by MCP-based agents using Captain Data’s platform.

An MCP server focused on AWS Cloud Development Kit (CDK) workflows, enabling AI assistants to generate and refine infrastructure-as-code implementations that follow AWS best practices and use the latest APIs.

MCP Server for Chargeblast, enabling AI tools to integrate chargeback reduction workflows for hypergrowth startups through the Model Context Protocol.

MCP Server exposing ChargeOver’s recurring billing automation platform to AI and tools through the Model Context Protocol.

An MCP server that integrates with ChatBot, an all-in-one platform to create, deploy, and track chatbots across multiple channels.

An MCP server for Chatbotic, a chatbot platform delivering smart contextual responses to visitor inquiries.

An MCP Server integration for the Claris FileMaker Server Admin API, enabling scripted administrative tasks on FileMaker Server (such as configuration and management operations) via MCP-compatible tooling instead of the standard Admin Console UI.

An MCP Server integration for ClickFunnels, enabling MCP agents to interact with and automate marketing funnel operations within ClickFunnels.

An MCP Server integration for Codemagic, enabling MCP tools to orchestrate and monitor mobile-first CI/CD workflows within Codemagic pipelines.

codemcp is a minimal coding agent MCP server that exposes basic tools for reading and writing files and executing command-line operations. It is designed as a simple reference implementation of an MCP-based coding agent.

container-use is an MCP-compatible server from Dagger that provides containerized environments for coding agents, allowing multiple agents to work independently in isolated, fresh containers with persistent volumes and cached images for efficient code execution workflows.

An MCP server exposing Conversion Tools’ online file conversion services (JSON, XML, Excel, HTML, PDF, and other formats) via MCP.

MCP server for DataRobot, connecting to its enterprise AI platform and automation capabilities.

Apidog is a collaborative API development platform that enables users to test, debug, mock, and document APIs. It is particularly relevant to MCP servers as it streamlines the process of testing API connections and managing automated workflows between MCP servers and other tools, making it easier to integrate and automate tasks across systems.

TypeScript-based MCP server for creating Git commit messages with support for Git status, Gitflow, and branch operations.

MCP server connecting AI agents to the Chargebee billing platform, enabling automation and query of payment workflows.

An MCP Server for running Bruno Collections, providing integration and automation capabilities for Model Context Protocol workflows. Directly relevant as an MCP Server implementation for API automation.

A self-hosted browser agent with built-in MCP and A2A support, enabling browser automation via MCP.

An MCP server enabling AI assistants to interact with Ableton Live for automated music creation, track editing, and session control through natural language prompts.

An MCP server providing control over Android devices via ADB, including screenshot capture, UI analysis, package management, and command execution.

A specialized MCP server for managing and synchronizing MCP server configurations across different AI assistant clients, automating configuration tasks.

Enables dynamic creation and management of MCP servers on-demand, providing a TypeScript-based controller for secure and flexible server lifecycle control. Highly relevant as a foundational tool for building and orchestrating Awesome MCP Servers. (Merged with 'Create Server')

A secure MCP server for executing shell commands with robust security controls, enabling protected command-line operations. Directly relevant as a widely-used MCP server for secure CLI automation.

MCP server for interacting with the CyberChef API, enabling automated use of CyberChef operations via MCP clients.

An MCP server to communicate with the App Store Connect API for iOS Developers, enabling automation and data access.

An MCP server that enables automating deployment of containerized applications directly from code editors, streamlining workflows through GitHub authentication and Docker image publishing.

MCP servers for automating and controlling the user's browser using existing browser profiles, ideal for tasks requiring logged-in sessions and avoiding bot detection. Includes implementations by browsermcp and modelcontext.

An MCP server that integrates with 3D printer management systems (OctoPrint, Klipper, Duet, etc.) enabling remote control, STL file manipulation, slicing, and advanced print job workflows, highlighting MCP servers in IoT and device automation.

An unofficial MCP server that provides an interface to Autumn's pricing API for managing customers, entitlements, invoices, and generating billing portal links.

An MCP server for controlling and pulling data from Cursor IDE, powering and automating development workflows through the MCP protocol.

A research-focused MCP server that conducts intelligent, iterative research through web searches, analysis, and comprehensive report generation, offering citation-rich research automation.

Provides a flexible agent framework with pre-configured MCP agents for tasks such as marketing, code review, and scheduling. Uses YAML configuration for dynamic agent creation, showcasing MCP server versatility.

Integrates Playwright with MCP to enable automated web interactions, scraping, and testing across browsers.

An MCP server paired with a browser extension that allows LLMs to control Firefox browsers.

Integrates with web browsers to enable automated web scraping, form filling, and interaction with web applications. This is a popular and well-maintained MCP server focused on browser automation.

An MCP server that enables desktop automation, including mouse control, keyboard input, screenshots, OCR, and window management, allowing LLMs to interact with graphical user interfaces.

3D Printer MCP enables LLMs to control and monitor 3D printing hardware, manage print jobs, and optimize the additive manufacturing process.

An MCP server for Apify's RAG Web Browser Actor, performing web searches, scraping URLs, and returning content in Markdown within the MCP protocol.

Provides an async browser automation server using OpenAI's GPT-4o model, enabling remote web navigation, content extraction, and task execution with configurable browser contexts. This is a robust MCP server solution for browser automation.

An MCP server for cloud browser automation using Browserbase, Puppeteer, and Stagehand, enabling LLMs to interact with web pages, take screenshots, and execute JavaScript in a headless browser environment.

Automate browser interactions in the cloud, including navigation, data extraction, and form filling, via MCP server.

A simple MCP server for sending notifications on mac devices, directly serving as an MCP server example.

An MCP server integration for Apple Shortcuts, allowing automation workflows via the Model Context Protocol.