🏆 Top 100 MCP Servers

github-mcp-server

14,307

by github

The GitHub MCP Server provides advanced integration with GitHub APIs for automation and interaction. It's designed for developers to enhance GitHub workflows, build AI tools, and interact smoothly with GitHub's ecosystem.

blender-mcp

11,392

by ahujasid

BlenderMCP integrates Blender with Claude AI using the Model Context Protocol (MCP), enabling advanced 3D model interactions and scene manipulations. It allows users to utilize Claude's capabilities to create and modify 3D models directly within Blender, offering features like object manipulation and scene inspection.

playwright-mcp

10,620

by microsoft

Playwright MCP is a server for browser automation using Playwright, designed to enable language models to interact directly with web pages using structured data. It emphasizes performance and ease of use, eliminating the need for visual testing models.

context7

9,172

by upstash

Context7 MCP delivers up-to-date, version-specific code documentation into any AI prompt, eliminating the reliance on outdated or hallucinated code examples typically offered by LLMs. With versions available for multiple platforms and comprehensive troubleshooting support, Context7 streamlines coding with its on-demand, accurate documentation.

Figma-Context-MCP

7,277

by GLips

The Framelink Figma MCP Server allows coding tools like Cursor to access Figma design data for improved design implementation. It simplifies Figma API data to enhance AI tool accuracy and is set up via configuration files.

GhidraMCP

4,906

by LaurieWired

GhidraMCP is a Model Context Protocol server designed to enable autonomous reverse engineering of applications through large language models by leveraging Ghidra's decompiling capabilities. The project provides tools and instructions to integrate with various MCP clients, enhancing the reverse engineering process.

cursor-talk-to-figma-mcp

4,011

by sonnylazuardi

Cursor Talk to Figma MCP is an integration that allows communication between Cursor AI and Figma to automate design processes. It facilitates design reading, modification, and automation through various MCP tools and best practices. This project streamlines workflows by connecting Cursor and Figma for enhanced productivity.

whatsapp-mcp

3,854

by lharries

This project is a Model Context Protocol server for WhatsApp that allows users to search, read, and send messages and media through Claude, with all data securely stored in a local SQLite database. It directly connects to a personal WhatsApp account via the web API.

mcp-playwright

3,631

by executeautomation

The Playwright MCP Server is designed for browser automation using the Playwright framework. It allows language models to perform tasks like web page interaction, web scraping, and test code generation in real browser environments.

firecrawl-mcp-server

3,204

by mendableai

Firecrawl MCP Server is an implementation of the Model Context Protocol (MCP) that integrates with Firecrawl for enhanced web scraping capabilities. It supports both cloud and self-hosted environments, offering features like web scraping, crawling, search, and deep research with capabilities for automatic retries and rate limiting.

DesktopCommanderMCP

3,041

by wonderwhy-er

Desktop Commander MCP is a tool that extends Claude Desktop's capabilities by integrating Model Context Protocol (MCP). It allows users to execute and manage terminal commands, manage filesystem operations, and edit code, all from a unified interface without incurring additional API token costs.

git-mcp

2,824

by idosal

GitMCP is a remote Model Context Protocol server that turns GitHub projects into documentation hubs for AI tools. It ensures accurate, up-to-date documentation access, minimizing code errors from hallucinations. The platform is open-source, free, and easy to integrate with various AI assistants, offering significant flexibility and utility for developers.

ida-pro-mcp

2,081

by mrexodia

IDA Pro MCP is a Model Context Protocol Server designed to facilitate reverse engineering tasks within IDA Pro by providing a range of functions for metadata retrieval, function management, and debugging. This project aims to simplify the installation process and expand functionalities with minimal overhead.

notion-mcp-server

1,868

by makenotion

The Notion MCP Server is a tool that implements the MCP server protocol for the Notion API. It enables users to securely connect and manage Notion integrations with limited API exposure and supports both npm and Docker configurations.

mcp

1,695

by BrowserMCP

Browser MCP is a tool designed to automate web browsing using AI, operating as an MCP server and Chrome extension. It performs automation tasks locally, benefiting from faster execution and maintaining user privacy while avoiding bot detection obstacles.

mcp-atlassian

1,659

by sooperset

MCP Atlassian is a Model Context Protocol server designed to integrate Atlassian products like Confluence and Jira with AI tools. The server supports various deployment configurations and aims to automate tasks such as Jira issue management and Confluence content searching through intuitive commands. It delivers enhanced productivity by enabling seamless AI-powered integrations.

markdownify-mcp

1,651

by zcaceres

Markdownify is an MCP server designed to convert diverse file formats and web content into Markdown. It features tools for converting PDFs, DOCX, images, and web pages, facilitating easy sharing and readability.

exa-mcp-server

1,632

by exa-labs

The Exa MCP Server is a Model Context Protocol (MCP) server designed to let AI assistants like Claude use the Exa AI Search API for secure real-time web searches. It provides specific tools for tasks like web searches, research, and company analysis, and integrates with Claude Desktop.

apple-mcp

1,631

by Dhravya

Apple MCP tools provide a suite of functionalities optimized for integrating with the MCP protocol through Apple-native applications. The tools facilitate tasks like messaging, managing emails, and calendar events, and more with chainable commands for creating workflows.

ableton-mcp

1,602

by ahujasid

AbletonMCP is an integration tool that links Claude AI with Ableton Live through the Model Context Protocol. It provides AI-assisted features for music production, enabling users to manipulate tracks and sessions using natural language commands.

supabase-mcp

1,482

by supabase-community

Supabase MCP Server connects Supabase projects with AI assistants via the Model Context Protocol, facilitating seamless database management and configuration fetching. It offers extensive tools for project and database operations, with options for project-specific settings and read-only mode.

XcodeBuildMCP

1,234

by cameroncooke

XcodeBuildMCP is a Model Context Protocol server that facilitates streamlined and standardized interaction between AI agents and Xcode projects. It provides tools for managing Xcode projects, simulators, and app utilities, enabling efficient programmatic development workflows.

modelcontextprotocol

1,155

by ppl-ai

Perplexity Ask is an MCP server that integrates with the Sonar API to provide real-time, comprehensive research capabilities. It is designed to interact with applications like Claude and Cursor, offering a robust platform for live web searches.

arxiv-mcp-server

1,149

by blazickjp

The ArXiv MCP Server is designed to enable AI assistants to search and access research papers from the arXiv repository through the Model Context Protocol. It offers features like paper search, download, and specialized research prompts to enhance academic analysis workflows.

mcp-installer

1,141

by anaisbetts

mcp-installer is a tool designed to automate the installation of other MCP servers using commands given to Claude. It simplifies adding MCP servers from sources like npm and PyPi, relying on tools like npx and uv.

genai-toolbox

1,078

by googleapis

MCP Toolbox for Databases is an open-source server that streamlines the development process by handling database complexities such as connection pooling and authentication. It ensures better performance, security, and observability for Gen AI tool integration with support for OpenTelemetry.

mcp-server-chatsum

966

by chatmcp

The MCP Server ChatSum is a tool that summarizes chat messages, allowing users to query and summarize chats effectively. It provides features for developers to set up environments, install dependencies, and debug using the MCP Inspector.

mcp-obsidian

940

by MarkusPfundstein

This project provides an MCP server to interact with Obsidian using the Local REST API community plugin. It offers various tools for managing and modifying content within Obsidian vaults, emphasizing integration with Obsidian's API.

web-eval-agent

893

by Operative-Sh

The operative.sh web-eval-agent MCP Server is a tool designed to automate debugging and evaluation of web applications directly from code editors. It features autonomous web navigation, captures console errors, network traffic, and provides a comprehensive UX report. This server is designed to enhance developer productivity by automating routine debugging tasks.

mcp-obsidian

872

by smithery-ai

The Obsidian Model Context Protocol enables MCP clients like Claude Desktop to integrate with and search within directories of Markdown notes, such as those found in an Obsidian vault. It offers installation via Smithery and manual configuration options for seamless use with VS Code.

excel-mcp-server

836

by haris-musa

Excel MCP Server is a Model Context Protocol server designed to manipulate Excel files without Microsoft's software. It offers versatile tools for creating, reading, and modifying Excel files directly with AI assistants, supporting both local and remote file operations.

mcp-grafana

828

by grafana

The Grafana MCP server is a Model Context Protocol server designed to integrate with Grafana, allowing users to access and manage their Grafana instances and related functionalities. It supports features such as searching dashboards, querying datasources, handling incidents, and managing OnCall schedules.

basic-memory

753

by basicmachines-co

Basic Memory enables users to construct persistent knowledge through conversations with LLMs like Claude, storing data in Markdown files. It uses the Model Context Protocol to allow bidirectional reading and writing of local knowledge bases, with a focus on simplicity and local-first storage. The project emphasizes easy integration with tools like Obsidian and Claude Desktop, offering real-time sync and robust knowledge navigation capabilities.

mobile-mcp

727

by mobile-next

Mobile Next is an MCP server focused on mobile automation and development, offering a unified platform for interacting with iOS and Android applications. Its key features include structured data extraction and robust interaction capabilities that support native app automation without needing deep platform-specific knowledge. The project facilitates scalable solutions for developers working with mobile agents and automation frameworks.

lisa.py

725

by ant4g0nist

This project integrates LLDB with MCP, allowing AI assistants to interact with debugging sessions using natural language. It features a server and a plugin that facilitate a structured communication between the assistant and the debugger, enhancing debugging capabilities.

mcp-notion-server

723

by suekou

The Notion MCP Server facilitates interaction between language models and Notion workspaces by leveraging the Notion API. It supports a wide range of functionalities for managing Notion content and is optimized with Markdown conversion for efficient token use. This server is licensed under the MIT License, allowing free usage and modification.

supabase-mcp-server

708

by alexander-zuev

Query MCP is an open-source Model Context Protocol (MCP) server for managing Supabase projects. It offers robust SQL safety features and integration with the Supabase Management API and Auth Admin SDK. Although it is no longer actively maintained due to the release of an official server, it remains a feature-rich tool for integrating with multiple IDEs.

elevenlabs-mcp

698

by elevenlabs

The ElevenLabs MCP server allows integration of advanced Text to Speech and audio processing APIs with MCP clients, enabling features like speech generation, voice cloning, and audio transcription. It is designed for compatibility with a variety of clients including Claude Desktop and others.

fetcher-mcp

694

by jae-jae

Fetcher MCP is an MCP server designed for fetching web page content using the Playwright headless browser. It supports handling dynamic web content, intelligent content extraction, and offers flexible output formats like HTML and Markdown. It is optimized for performance, including features like parallel processing and robust error handling.

mcp-server-kubernetes

669

by Flux159

The MCP Server Kubernetes is designed to manage Kubernetes clusters seamlessly by integrating with your kubectl setup and providing advanced capabilities like Helm operations and a non-destructive mode for safe access. It is ideal for developers looking to scale deployments and manage resources programmatically.

mcp-jetbrains

665

by JetBrains

The JetBrains MCP Proxy Server is designed to facilitate communication between JetBrains IDEs and other software by proxying requests. It supports integration with tools like VS Code and Claude Desktop, providing additional configuration options for specific environments.

openapi-mcp-server

638

by janwilmake

The OpenAPI MCP Server is a tool designed for searching and exploring OpenAPI specifications, especially with Claude/Cursor. It helps users understand API overviews and specific operations, although it does not currently support executing API endpoints.

azure-mcp

625

by Azure

Azure MCP Server integrates AI agents with various Azure services, making it possible to perform operations like querying databases and managing configurations via natural language commands. It supports multiple Azure services and uses Azure Identity for authentication.

mcp-browser-use

610

by Saik0s

The browser-use MCP server is an AI-driven browser automation system that leverages natural language for browser control and web research. It supports the Model Context Protocol and offers robust tooling for deep research, compatible with various LLM providers.

mcp-server-qdrant

608

by qdrant

The mcp-server-qdrant project is designed to integrate Qdrant, a vector search engine, with the Model Context Protocol to provide a robust semantic memory layer. It allows users to store and retrieve data across a Qdrant database using standardized MCP tools, making it suitable for various AI applications.

hyper-mcp

576

by tuananh

hyper-mcp is a versatile MCP server designed for integrating AI capabilities into applications through WebAssembly plugins. It supports cross-platform deployment and a wide range of environments, with a strong emphasis on security and plugin management.

mcp-crawl4ai-rag

573

by coleam00

Crawl4AI RAG MCP Server is a web crawling tool designed for AI agents and coding assistants. It provides advanced web scraping and retrieval capabilities by integrating with Supabase and supports multiple embedding models for enhanced RAG processes.

mcp-windbg

572

by svnscha

The project is an MCP Server designed to enable AI-driven analysis of Windows crash dumps via WinDBG/CDB. It acts as a bridge allowing AI models to execute debugger commands, aiding in effective crash dump analysis. It integrates with tools like Visual Studio Code and GitHub Copilot to enhance analysis capabilities.

sitemcp

567

by ryoppippi

SiteMCP is a tool designed to fetch entire websites and serve them as an MCP server. It offers customizable features such as tool naming, content length configuration, page matching, and readability improvement through CSS selectors. It is particularly useful for users needing to manage large amounts of site data efficiently.

iMCP

556

by loopwork-ai

iMCP is a macOS app that connects users' digital life with AI capabilities. It supports a variety of services like calendar management, contact access, and location services, using the Model Context Protocol (MCP) for seamless integration with compatible clients like Claude Desktop.

mcp-server-chart

539

by antvis

MCP Server Chart is a server for generating various chart types using the Model Context Protocol and AntV tools. It supports over 15 different charts and can be deployed on multiple platforms and in private environments.

mysql_mcp_server

536

by designcomputer

The MySQL MCP Server is a secure protocol implementation designed to facilitate communication between AI applications and MySQL databases. It enhances database safety and structure by providing a controlled interface for data interaction and analysis.

deepwiki-mcp

536

by regenrek

Deepwiki MCP Server is an unofficial tool designed to crawl and convert Deepwiki URLs into Markdown documents. It emphasizes safety, performance, and flexible output formats, making it a useful resource for converting web content into Markdown.

mcp-unity

534

by CoderGamester

MCP Server to integrate Unity Editor game engine with different AI Model clients (e.g. Claude Desktop, Windsurf, Cursor)

kubectl-mcp-server

517

by rohitg00

Kubectl MCP Tool is a Model Context Protocol server designed for Kubernetes, facilitating natural language interaction with AI assistants to manage clusters efficiently. It offers extensive features including core Kubernetes operations, natural language processing, monitoring, security, and diagnostics.

dbhub

514

by bytebase

DBHub is a universal database gateway enabling MCP-compatible clients to explore and interact with various databases. It supports secure connections, read-only modes, and is equipped with tools for SQL execution and database analysis. The gateway facilitates integration with clients using either `stdio` or `sse` transports.

RedNote-MCP

507

by iFurySt

RedNote MCP is a service for accessing Xiaohongshu content with features like authentication management and keyword searches. It can be used as a command-line tool and has specific instructions for setup and development.

qgis_mcp

505

by jjsantos01

QGISMCP is a Model Context Protocol integration connecting QGIS with Claude AI, enabling rich client-server interaction. It allows for project and layer manipulation as well as execution of processing scripts and custom Python code within QGIS.

browser-use-mcp-server

502

by co-browser

The 'browser-use-mcp-server' project is an MCP server aimed at enabling AI agents to control web browsers through automation. It features dual transport modes, real-time VNC streaming, and asynchronous task execution, making it versatile for browser-related tasks.

MiniMax-MCP

496

by MiniMax-AI

MiniMax MCP server provides APIs for generating text-to-speech and multimedia content, supporting MCP clients like Claude Desktop and Cursor. It enables voice cloning and multimedia generation while offering region-specific setups.

wcgw

482

by rusiaaman

The project "Shell and Coding Agent for Claude and other MCP clients" is an MCP server that enables chat applications to code, build, and execute tasks on local machines. It offers interactive command handling, large file editing, and syntax checking, with multiple modes for diverse workflows.

terraform-mcp-server

459

by hashicorp

The Terraform MCP Server facilitates seamless integration with Terraform's APIs, providing enhanced automation and insight for Infrastructure as Code (IaC) workflows. It supports automated discovery, data extraction, and detailed insights into Terraform plugins and modules.

pg-mcp-server

455

by stuzero

The PostgreSQL Model Context Protocol (PG-MCP) Server is a comprehensive solution for integrating AI agents with PostgreSQL databases. Key features include robust connection management, advanced query and schema discovery tools, and support for extensions like PostGIS. It's built for seamless database interaction via an enhanced API, ensuring secure and efficient data management.

mcp-server-docker

450

by ckreiling

The Docker MCP server allows users to manage Docker containers using natural language. It provides features to compose, introspect, and manage containers, volumes, networks, and images. Designed for server administrators, tinkerers, and AI enthusiasts, it expands the reach of LLM capabilities.

UnityMCP

442

by Arodoid

UnityMCP is a robust Unity Editor plugin that fully leverages the Model Context Protocol (MCP) for integration between Unity and AI assistants. It offers tools such as editor state monitoring, command execution, and log retrieval, enhancing development workflows for Unity projects with real-time capabilities.

ida-mcp-server

439

by MxIris-Reverse-Engineering

The IDA MCP Server is designed to facilitate interaction and automation with IDA using Model Context Protocols and Large Language Models. It is in early development, indicating potential for additional features and improvements over time.

godot-mcp

434

by Coding-Solo

Godot MCP is a Model Context Protocol server that facilitates interaction with the Godot game engine for AI assistants. It helps automate tasks such as launching the editor, running projects, and managing scenes, enhancing AI-generated code quality and debugging capabilities.

mcpdoc

413

by langchain-ai

The MCP LLMS-TXT Documentation Server provides a framework for accessing and auditing documentation files within applications like Cursor and Windsurf. It enhances user control over tool interactions and context retrieval, ensuring only authorized domain access.

HowToCook-mcp

411

by worryzyy

The HowToCook-MCP Server is a Model Context Protocol server that empowers AI assistants to function as personal chefs. It aids users in meal planning and recipe recommendations, with features like categorized searches and intelligent meal suggestions.

brightdata-mcp

404

by brightdata-com

Bright Data MCP server enhances AI agents by providing real-time web data access and extraction capabilities while bypassing geo-restrictions and bot detection. It offers seamless integration with MCP-compatible assistants and includes security best practices for handling web data.

tavily-mcp

403

by tavily-ai

Tavily MCP server is designed for integrating AI systems with data extraction and interaction capabilities. It provides tools like search, extract, and mapping to enhance AI assistants like Claude by enabling them to interact with web information in real-time. Developed by Anthropic, Tavily MCP focuses on facilitating seamless AI integration with secure connections.

mcp-server-mysql

401

by benborla

This project is an MCP server allowing seamless integration with MySQL databases for querying and schema access, leveraging NodeJS. It supports complex configurations for multi-database environments, provides schema-specific permissions, and ensures high performance and security.

fetch-mcp

396

by zcaceres

Fetch MCP Server is designed to fetch and transform web content, providing it in formats such as HTML, JSON, plain text, and Markdown. It supports custom headers and utilizes JSDOM and TurndownService for content parsing and conversion.

line-bot-mcp-server

384

by line

The LINE Bot MCP Server facilitates integration between AI Agents and the LINE Messaging API, providing tools to send messages and handle communication over LINE Official Accounts. Designed for experimental purposes, it features a preview version with customizable broadcasting capabilities and user profile retrieval.

manim-mcp-server

370

by abhiemj

The Manim MCP Server is designed to execute Manim animation scripts and return the resulting videos. It is portable, configurable, and integrates with Claude to dynamically generate animations. The project is open-source and licensed under the MIT License.

ios-simulator-mcp

361

by joshuayoes

The iOS Simulator MCP Server is a protocol server that allows interaction with iOS simulators for UI testing and inspection. It is useful for quality assurance tasks, providing several features to control and inspect simulator UI elements.

android-mcp-server

361

by minhalvp

The Android MCP Server offers programmatic control over Android devices using ADB, enabling command execution, screenshot capture, UI analysis, and package management. It's designed to be used with an MCP client like Claude Desktop.

mcp-server-data-exploration

357

by reading-plus-ai

MCP Server is an interactive tool for data exploration, functioning as a personal data scientist by providing insights from complex datasets. It facilitates exploration through easy-to-use prompt templates and tools within Claude Desktop.

mcp-gsuite

356

by MarkusPfundstein

The mcp-gsuite project is an MCP server designed to integrate with Gmail and Google Calendar, supporting multiple accounts. It offers functionality such as querying emails, managing email drafts, organizing calendar events, and more, with OAuth2-based Google Workspace API access.

mcp-send-email

352

by resend

This project is a simple Model Context Protocol (MCP) server designed to facilitate sending emails seamlessly through Resend's API. It allows for sending both plain text and HTML emails, scheduling, and customization of sender information. The MCP server integrates with Cursor and Claude Desktop for ease of use.

mcp-youtube

348

by anaisbetts

The YouTube MCP Server integrates YouTube subtitle downloads with claude.ai through the Model Context Protocol, enabling users to obtain video summaries using specific commands. It requires the installation of `yt-dlp` for functionality.

mcp-language-server

342

by isaacphi

The MCP Language Server is designed to enhance code navigation and analysis by integrating language server protocols for various programming languages into MCP-enabled systems. It provides features like semantic analysis and diagnostics to improve the workflow of developers using LLMs.

mcp-server-weread

341

by freestylefly

WeChat Reading MCP Server provides Model Context Protocol services to integrate WeChat Reading data with large language models, enhancing data access and management for users. It supports features like bookshelf retrieval, book search, notes and highlight management, and popular review acquisition.

memory-bank-mcp

341

by alioshr

Memory Bank MCP Server is a protocol server that centralizes management of memory banks, allowing remote access and multi-project handling. It enhances the capabilities of traditional memory banks with an emphasis on security and consistent file management.

iterm-mcp

332

by ferrislucas

iterm-mcp is a Model Context Protocol server that integrates with iTerm, allowing models to interact with terminal sessions. It features efficient token usage, full terminal control, and simple integration with minimal dependencies.

obsidian-mcp

332

by StevenStavrakis

Obsidian MCP Server allows AI assistants to interface with Obsidian vaults for note management and organization. It provides robust features for reading, creating, editing, and tagging notes, ensuring comprehensive note-taking capabilities. Users are advised to back up their data regularly.

spotify-mcp

331

by varunneal

The spotify-mcp project is an MCP server that integrates Claude with Spotify, allowing users to control and interact with their Spotify account programmatically. Key features include managing playback, searching for media, and handling playlists.

Gmail-MCP-Server

329

by GongRzhe

The Gmail AutoAuth MCP Server integrates Gmail functionalities into Claude Desktop, allowing AI-driven management of emails through natural language. It offers comprehensive email and label management, advanced search capabilities, and efficient batch processing, with secure OAuth authentication and Docker support.

mcp-memory-service

327

by doobidoo

The MCP Memory Service is a scalable and cross-platform server providing semantic memory storage for Claude Desktop. It offers advanced semantic search and retrieval functions along with robust database management capabilities using ChromaDB.

mcp-clickhouse

323

by ClickHouse

ClickHouse MCP Server is a model context protocol server specifically for ClickHouse, allowing for executing secure SQL queries and managing databases easily. It is configurable to work both locally and with cloud setups, providing streamlined operations for developers.

mcp-mem0

315

by coleam00

MCP-Mem0 is a template MCP server for AI agents to use long-term memory, integrated with Mem0. It provides persistent memory capabilities, allowing storage, retrieval, and semantic search functionalities, serving as a basis for developing other MCP servers.

mcp-filesystem-server

315

by mark3labs

The MCP Filesystem Server provides secure file system operations via the Model Context Protocol. It features directory access, file manipulation tools, and supports integrations with Docker and Go projects.

jupyter-mcp-server

314

by datalayer

Jupyter MCP Server is a Model Context Protocol server implementation designed to integrate with Jupyter notebooks using any JupyterLab instance. It offers real-time control and compatibility with MCP clients, enhancing notebook interaction.

awesome-cursor-mpc-server

309

by kleneway

The AI Development Assistant MCP Server is a development toolkit designed to offer intelligent coding assistance through AI tools. It integrates with Cursor to support functions like code architecture planning, UI screenshot analysis, and code reviews, serving primarily as an educational tool.

n8n-mcp-server

302

by leonardsellem

The n8n MCP Server allows AI assistants to control n8n workflows using natural language. It enhances automation by providing tools for workflow and execution management, making it an essential tool for integrating AI assistance with workflow automation platforms.

linear-mcp-server

300

by jerhadf

The Linear MCP Server facilitated integration with Linear's issue tracking system via the Model Context Protocol, allowing large language models to manage and interact with Linear issues. It included tools for creating, updating, and searching issues but has since been deprecated.

moling

299

by gojue

MoLing is a desktop and browser-based MCP Server that facilitates system interaction through operating system APIs. It allows for file operations, command executions, and browser control without requiring any dependencies. The project supports various MCP clients and offers automation features across multiple platforms.

dev-mcp

293

by Shopify

The Shopify Dev MCP Server is designed to facilitate interactions with Shopify APIs through a Model Context Protocol, offering support for the Admin GraphQL API and Functions, with optional Polaris Web Components integration. It provides essential tools and prompts to enhance usability and development.

tfmcp

290

by nwiizo

tfmcp is a command-line tool that integrates with Terraform through the Model Context Protocol, enabling AI methods to manage and operate Terraform environments securely and effectively. It provides a rich set of features, including Docker support, high-speed processing, and compatibility with AI platforms like Claude Desktop.

homeassistant-mcp

290

by tevonsb

This project creates a bridge between Home Assistant and Language Learning Models, enabling natural language control of smart home devices via the Model Context Protocol. It offers a robust API for device control, automation management, and secure operations, suitable for integration with various platforms.