Awesome Mcp Servers

Awesome MCP Servers [](https://awesome.re)

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A curated list of awesome Model Context Protocol (MCP) servers.

• [What is MCP?](#what-is-mcp)
• [Clients](#clients)
• [Tutorials](#tutorials)
• [Community](#community)
• [Legend](#legend)
• [Server Implementations](#server-implementations)
• [Frameworks](#frameworks)
• [Utilities](#utilities)
• [Tips & Tricks](#tips-and-tricks)

What is MCP?

MCP is an open protocol that enables AI models to securely interact with local and remote resources through standardized server implementations. This list focuses on production-ready and experimental MCP servers that extend AI capabilities through file access, database connections, API integrations, and other contextual services.

Clients

Checkout awesome-mcp-clients and glama.ai/mcp/clients.

> [!TIP] > Glama Chat is a multi-modal AI client with MCP support & AI gateway.

Tutorials

• Model Context Protocol (MCP) Quickstart
• Setup Claude Desktop App to Use a SQLite Database

Community

• r/mcp Reddit
• Discord Server

Legend

• 🎖️ – official implementation
• programming language
• 🐍 – Python codebase
• 📇 – TypeScript codebase
• 🏎️ – Go codebase
• 🦀 – Rust codebase
• #️⃣ - C# Codebase
• ☕ - Java codebase
• scope
• ☁️ - Cloud Service
• 🏠 - Local Service
• 📟 - Embedded Systems
• operating system
• 🍎 – For macOS
• 🪟 – For Windows
• 🐧 - For Linux

> [!NOTE] > Confused about Local 🏠 vs Cloud ☁️? > Use local when MCP server is talking to a locally installed software, e.g. taking control over Chrome browser. > Use network when MCP server is talking to remote APIs, e.g. weather API.

Server Implementations

> [!NOTE] > We now have a web-based directory that is synced with the repository.

• 🔗 - [Aggregators](#aggregators)
• 🎨 - [Art & Culture](#art-and-culture)
• 📂 - [Browser Automation](#browser-automation)
• ☁️ - [Cloud Platforms](#cloud-platforms)
• 👨‍💻 - [Code Execution](#code-execution)
• 🤖 - [Coding Agents](#coding-agents)
• 🖥️ - [Command Line](#command-line)
• 💬 - [Communication](#communication)
• 👤 - [Customer Data Platforms](#customer-data-platforms)
• 🗄️ - [Databases](#databases)
• 📊 - [Data Platforms](#data-platforms)
• 🛠️ - [Developer Tools](#developer-tools)
• 🧮 - [Data Science Tools](#data-science-tools)
• 📟 - [Embedded system](#embedded-system)
• 📂 - [File Systems](#file-systems)
• 💰 - [Finance & Fintech](#finance--fintech)
• 🎮 - [Gaming](#gaming)
• 🧠 - [Knowledge & Memory](#knowledge--memory)
• 🗺️ - [Location Services](#location-services)
• 🎯 - [Marketing](#marketing)
• 📊 - [Monitoring](#monitoring)
• 🔎 - [Search & Data Extraction](#search)
• 🔒 - [Security](#security)
• 🏃 - [Sports](#sports)
• 🎧 - [Support & Service Management](#support-and-service-management)
• 🌎 - [Translation Services](#translation-services)
• 🚆 - [Travel & Transportation](#travel-and-transportation)
• 🔄 - [Version Control](#version-control)
• 🛠️ - [Other Tools and Integrations](#other-tools-and-integrations)

🔗 Aggregators

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

• julien040/anyquery 🏎️ 🏠 ☁️ - Query more than 40 apps with one binary using SQL. It can also connect to your PostgreSQL, MySQL, or SQLite compatible database. Local-first and private by design.
• 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.
• MetaMCP 📇 ☁️ 🏠 🍎 🪟 🐧 - MetaMCP is the one unified middleware MCP server that manages your MCP connections with GUI.

🎨 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.

• 34892002/bilibili-mcp-js 📇 🏠 - A MCP server that supports searching for Bilibili content. Provides LangChain integration examples and test scripts.
• automatalabs/mcp-server-playwright 🐍 - An MCP server for browser automation using Playwright
• blackwhite084/playwright-plus-python-mcp 🐍 - An MCP python server using Playwright for browser automation,more suitable for llm
• browserbase/mcp-server-browserbase 🎖️ 📇 - Automate browser interactions in the cloud (e.g. web navigation, data extraction, form filling, and more)
• browsermcp/mcp 📇 🏠 - Automate your local Chrome browser
• co-browser/browser-use-mcp-server 🐍 - browser-use packaged as an MCP server with SSE transport. includes a dockerfile to run chromium in docker + a vnc server.
• executeautomation/playwright-mcp-server 📇 - An MCP server using Playwright for browser automation and webscrapping
• eyalzh/browser-control-mcp 📇 🏠 - An MCP server paired with a browser extension that enables LLM clients to control the user's browser (Firefox).
• fradser/mcp-server-apple-reminders 📇 🏠 🍎 - An MCP server for interacting with Apple Reminders on macOS
• getrupt/ashra-mcp 🐍 🏠 - Extract structured data from any website. Just prompt and get JSON.
• kimtaeyoon83/mcp-server-youtube-transcript 📇 ☁️ - Fetch YouTube subtitles and transcripts for AI analysis
• kimtth/mcp-aoai-web-browsing 🐍 🏠 - A minimal server/client MCP implementation using Azure OpenAI and Playwright.
• microsoft/playwright-mcp - Official Microsoft Playwright MCP server, enabling LLMs to interact with web pages through structured accessibility snapshots
• modelcontextprotocol/server-puppeteer 📇 🏠 - Browser automation for web scraping and interaction
• ndthanhdev/mcp-browser-kit 📇 🏠 - An MCP Server for interacting with manifest v2 compatible browsers.
• pskill9/web-search 📇 🏠 - An MCP server that enables free web searching using Google search results, with no API keys required.
• recursechat/mcp-server-apple-shortcuts 📇 🏠 🍎 - An MCP Server Integration with Apple Shortcuts

☁️ Cloud Platforms

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

• qiniu/qiniu-mcp-server 🐍 ☁️ - A MCP built on Qiniu Cloud products, supporting access to Qiniu Cloud Storage, media processing services, etc.
• alexbakers/mcp-ipfs 📇 ☁️ - upload and manipulation of IPFS storage
• VmLia/books-mcp-server 📇 ☁️ - This is an MCP server used for querying books, and it can be applied in common MCP clients, such as Cherry Studio.
• 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.
• 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
• erikhoward/adls-mcp-server - 🐍 ☁️/🏠 MCP Server for Azure Data Lake Storage. It can perform manage containers, read/write/upload/download operations on container files and manage file metadata.
• 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.

🖥️ Command Line

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

• ferrislucas/iterm-mcp 🖥️ 🛠️ 💬 - A Model Context Protocol server that provides access to iTerm. You can run commands and ask questions about what you see in the iTerm terminal.
• [g0t4/mcp-server-commands](https://github.com/g0t4/mcp-serv

…

Source & license

This open-source MCP server is cataloged on AgentStack and links to its original source — we do not rehost the code.

• Author: Thedarklo
• Source: Thedarklo/awesome-mcp-servers
• License: MIT

Install and usage instructions live in the source repository linked above.