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✨ Awesome Model Context Protocol (MCP) Servers

@subratadasGit

🧩 Curated list of Model Context Protocol (MCP) servers that extend AI with real-world context: files, APIs, databases, and more.

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A curated list of awesome MCP servers, frameworks, tools, and resources.

🚀 Table of Contents

📘 What is MCP?

MCP (Model Context Protocol) is an open protocol that enables AI models to securely interact with local and remote resources via standardized server implementations.

⚙️ MCP lets AI:

  • Read & write files
  • Access databases
  • Call APIs
  • Automate local tools (like browsers or terminals)

💡 This repo lists production-ready and experimental MCP servers that expand AI model capabilities.

🧠 Clients

Checkout:

💬 TIP: Try Glama Chat — a multi-modal AI client with MCP + AI gateway

📚 Tutorials

🌐 Community

📎 Legend

🛠️ Programming Language

  • 🐍 Python  📇 TypeScript  🏎️ Go  🦀 Rust
  • #️⃣ C#  ☕ Java

🧭 Scope

  • ☁️ Cloud Service
  • 🏠 Local Service
  • 📟 Embedded Systems

💻 Operating System

  • 🍎 macOS  🪟 Windows  🐧 Linux

🏷️ Legend Example: 🎖️🐍🏠🐧 means: official, Python, local, Linux

🧩 Server Implementations

📡 Now with searchable web directory!

📂 Categories

ℹ️ NOTE:
🏠 = Local = Talks to software on your machine (e.g. Chrome)
☁️ = Network = Talks to remote APIs (e.g. weather API)

🔗 Aggregators

Servers for accessing many apps and tools through a single MCP server.

  • PipedreamHQ/pipedream ☁️ 🏠 - Connect with 2,500 APIs with 8,000+ prebuilt tools, and manage servers for your users, in your own app.
  • OpenMCP 📇 🏠 🍎 🪟 🐧 - Turn a web API into an MCP server in 10 seconds and add it to the open source registry: https://open-mcp.org
  • VeriTeknik/pluggedin-mcp-proxy 📇 🏠 - A comprehensive proxy server that combines multiple MCP servers into a single interface with extensive visibility features. It provides discovery and management of tools, prompts, resources, and templates across servers, plus a playground for debugging when building MCP servers.

🎨 Art & Culture

Access and explore art collections, cultural heritage, and museum databases. Enables AI models to search and analyze artistic and cultural content.

  • abhiemj/manim-mcp-server 🐍 🏠 🪟 🐧 - A local MCP server that generates animations using Manim.
  • burningion/video-editing-mcp 🐍 - Add, Analyze, Search, and Generate Video Edits from your Video Jungle Collection
  • djalal/quran-mcp-server 📇 ☁️ MCP server to interact with Quran.com corpus via the official REST API v4.
  • r-huijts/rijksmuseum-mcp 📇 ☁️ - Rijksmuseum API integration for artwork search, details, and collections
  • r-huijts/oorlogsbronnen-mcp 📇 ☁️ - Oorlogsbronnen (War Sources) API integration for accessing historical WWII records, photographs, and documents from the Netherlands (1940-1945)
  • samuelgursky/davinci-resolve-mcp 🐍 - MCP server integration for DaVinci Resolve providing powerful tools for video editing, color grading, media management, and project control
  • yuna0x0/anilist-mcp 📇 ☁️ - A MCP server integrating AniList API for anime and manga information
  • diivi/aseprite-mcp 🐍 🏠 - MCP server using the Aseprite API to create pixel art

📂 Browser Automation

Web content access and automation capabilities. Enables searching, scraping, and processing web content in AI-friendly formats.

☁️ Cloud Platforms

Cloud platform service integration. Enables management and interaction with cloud infrastructure and services.

  • alexbakers/mcp-ipfs 📇 ☁️ - upload and manipulation of IPFS storage
  • alexei-led/aws-mcp-server 🐍 ☁️ - A lightweight but powerful server that enables AI assistants to execute AWS CLI commands, use Unix pipes, and apply prompt templates for common AWS tasks in a safe Docker environment with multi-architecture support
  • alexei-led/k8s-mcp-server 🐍 - A lightweight yet robust server that empowers AI assistants to securely execute Kubernetes CLI commands (kubectl, helm, istioctl, and argocd) using Unix pipes in a safe Docker environment with multi-architecture support.
  • bright8192/esxi-mcp-server 🐍 ☁️ - A VMware ESXi/vCenter management server based on MCP (Model Control Protocol), providing simple REST API interfaces for virtual machine management.
  • cloudflare/mcp-server-cloudflare 🎖️ 📇 ☁️ - Integration with Cloudflare services including Workers, KV, R2, and D1
  • flux159/mcp-server-kubernetes - 📇 ☁️/🏠 Typescript implementation of Kubernetes cluster operations for pods, deployments, services.
  • hardik-id/azure-resource-graph-mcp-server - 📇 ☁️/🏠 - A Model Context Protocol server for querying and analyzing Azure resources at scale using Azure Resource Graph, enabling AI assistants to explore and monitor Azure infrastructure.
  • jdubois/azure-cli-mcp - A wrapper around the Azure CLI command line that allows you to talk directly to Azure
  • johnneerdael/netskope-mcp ☁️ - An MCP to give access to all Netskope Private Access components within a Netskope Private Access environments including detailed setup information and LLM examples on usage.
  • johnneerdael/netskope-mcp 🔒 ☁️ - An MCP to give access to all Netskope Private Access components within a Netskope Private Access environments including detailed setup information and LLM examples on usage.
  • manusa/Kubernetes MCP Server - 🏎️ 🏠 A powerful Kubernetes MCP server with additional support for OpenShift. Besides providing CRUD operations for any Kubernetes resource, this server provides specialized tools to interact with your cluster.
  • nwiizo/tfmcp - 🦀 🏠 - A Terraform MCP server allowing AI assistants to manage and operate Terraform environments, enabling reading configurations, analyzing plans, applying configurations, and managing Terraform state.
  • rohitg00/kubectl-mcp-server - 🐍 ☁️/🏠 A Model Context Protocol (MCP) server for Kubernetes that enables AI assistants like Claude, Cursor, and others to interact with Kubernetes clusters through natural language.
  • strowk/mcp-k8s-go - 🏎️ ☁️/🏠 Kubernetes cluster operations through MCP
  • thunderboltsid/mcp-nutanix - 🏎️ 🏠/☁️ Go-based MCP Server for interfacing with Nutanix Prism Central resources.
  • weibaohui/k8m - 🏎️ ☁️/🏠 Provides MCP multi-cluster Kubernetes management and operations, featuring a management interface, logging, and nearly 50 built-in tools covering common DevOps and development scenarios. Supports both standard and CRD resources.
  • weibaohui/kom - 🏎️ ☁️/🏠 Provides MCP multi-cluster Kubernetes management and operations. It can be integrated as an SDK into your own project and includes nearly 50 built-in tools covering common DevOps and development scenarios. Supports both standard and CRD resources.
  • wenhuwang/mcp-k8s-eye 🏎️ ☁️/🏠 MCP Server for kubernetes management, and analyze your cluster, application health
  • silenceper/mcp-k8s 🏎️ ☁️/🏠 MCP-K8S is an AI-driven Kubernetes resource management tool that allows users to operate any resources in Kubernetes clusters through natural language interaction, including native resources (like Deployment, Service) and custom resources (CRD). No need to memorize complex commands - just describe your needs, and AI will accurately execute the corresponding cluster operations, greatly enhancing the usability of Kubernetes.

👨‍💻 Code Execution

Code execution servers. Allow LLMs to execute code in a secure environment, e.g. for coding agents.

  • pydantic/pydantic-ai/mcp-run-python 🐍🏠- Run Python code in a secure sandbox via MCP tool calls
  • yepcode/mcp-server-js 🎖️ 📇 ☁️ - Execute any LLM-generated code in a secure and scalable sandbox environment and create your own MCP tools using JavaScript or Python, with full support for NPM and PyPI packages

🤖 Coding Agents

Full coding agents that enable LLMs to read, edit, and execute code and solve general programming tasks completely autonomously.

  • oraios/serena🐍🏠 - A fully-featured coding agent that relies on symbolic code operations by using language servers.
  • ezyang/codemcp 🐍🏠 - Coding agent with basic read, write and command line tools.
  • wonderwhy-er/DesktopCommanderMCP 📇🏠 - Enhanced file-system and search tools, commands and prompts specific for coding.

🖥️ Command Line

Run commands, capture output and otherwise interact with shells and command line tools.

💬 Communication

Integration with communication platforms for message management and channel operations. Enables AI models to interact with team communication tools.

  • AbdelStark/nostr-mcp ☁️ - A Nostr MCP server that allows to interact with Nostr, enabling posting notes, and more.
  • adhikasp/mcp-twikit 🐍 ☁️ - Interact with Twitter search and timeline
  • agentmail-toolkit/mcp 🐍 💬 - An MCP server to create inboxes on the fly to send, receive, and take actions on email. We aren't AI agents for email, but email for AI Agents.
  • arpitbatra123/mcp-googletasks 📇 ☁️ - An MCP server to interface with the Google Tasks API
  • carterlasalle/mac_messages_mcp 🏠 🍎 🚀 - An MCP server that securely interfaces with your iMessage database via the Model Context Protocol (MCP), allowing LLMs to query and analyze iMessage conversations. It includes robust phone number validation, attachment processing, contact management, group chat handling, and full support for sending and receiving messages.
  • chaindead/telegram-mcp 🏎️ 🏠 - Telegram API integration for accessing user data, managing dialogs (chats, channels, groups), retrieving messages, and handling read status
  • elie222/inbox-zero 🐍 ☁️ - An MCP server for Inbox Zero. Adds functionality on top of Gmail like finding out which emails you need to reply to or need to follow up on.
  • gotoolkits/wecombot 🚀 ☁️ - An MCP server application that sends various types of messages to the WeCom group robot.
  • hannesrudolph/imessage-query-fastmcp-mcp-server 🐍 🏠 🍎 - An MCP server that provides safe access to your iMessage database through Model Context Protocol (MCP), enabling LLMs to query and analyze iMessage conversations with proper phone number validation and attachment handling
  • jagan-shanmugam/mattermost-mcp-host 🐍 🏠 - A MCP server along with MCP host that provides access to Mattermost teams, channels and messages. MCP host is integrated as a bot in Mattermost with access to MCP servers that can be configured.
  • lharries/whatsapp-mcp 🐍 ☁️ - An MCP server for WhatsApp, search and send through pesonal and group messages
  • lharries/whatsapp-mcp 🐍 🏎️ - An MCP server for searching your personal WhatsApp messages, contacts and sending messages to individuals or groups
  • MarkusPfundstein/mcp-gsuite 🐍 ☁️ - Integration with gmail and Google Calendar.
  • modelcontextprotocol/server-bluesky 📇 ☁️ - Bluesky instance integration for querying and interaction
  • modelcontextprotocol/server-slack 📇 ☁️ - Slack workspace integration for channel management and messaging
  • sawa-zen/vrchat-mcp - 📇 🏠 This is an MCP server for interacting with the VRChat API. You can retrieve information about friends, worlds, avatars, and more in VRChat.
  • takumi0706/google-calendar-mcp 📇 ☁️ - An MCP server to interface with the Google Calendar API. Based on TypeScript.
  • teddyzxcv/ntfy-mcp - The MCP server that keeps you informed by sending the notification on phone using ntfy
  • userad/didlogic_mcp 🐍 ☁️ - An MCP server for DIDLogic. Adds functionality to manage SIP endpoints, numbers and destinations.
  • zcaceres/gtasks-mcp 📇 ☁️ - An MCP server to Manage Google Tasks
  • InditexTech/mcp-teams-server 🐍 ☁️ - MCP server that integrates Microsoft Teams messaging (read, post, mention, list members and threads)
  • softeria/ms-365-mcp-server 📇 ☁️ - MCP server that connects to the whole Microsoft 365 suite using Graph API (including mail, files, Excel, calendar)

👤 Customer Data Platforms

Provides access to customer profiles inside of customer data platforms

🗄️ Databases

Secure database access with schema inspection capabilities. Enables querying and analyzing data with configurable security controls including read-only access.

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