Punkpeye Awesome Mcp Servers

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

• [What is MCP?](#what-is-mcp)
• [Tutorials](#tutorials)
• [Server Implementations](#server-implementations)
• [Frameworks](#frameworks)
• [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.

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
• scope
• ☁️ - Cloud Service
• 🏠 - Local Service
• operating system
• 🍎 – For macOS
• 🪟 – For Windows

> [!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.

• 📂 - [Browser Automation](#browser-automation)
• 🎨 - [Art & Culture](#art-and-culture)
• ☁️ - [Cloud Platforms](#cloud-platforms)
• 🖥️ - [Command Line](#command-line)
• 💬 - [Communication](#communication)
• 👤 - [Customer Data Platforms](#customer-data-platforms)
• 🗄️ - [Databases](#databases)
• 🛠️ - [Developer Tools](#developer-tools)
• 📂 - [File Systems](#file-systems)
• 💰 - [Finance & Fintech](#finance--fintech)
• 🧠 - [Knowledge & Memory](#knowledge--memory)
• 🗺️ - [Location Services](#location-services)
• 📊 - [Monitoring](#monitoring)
• 🔎 - [Search](#search)
• 🔒 - [Security](#security)
• 🚆 - [Travel & Transportation](#travel-and-transportation)
• 🔄 - [Version Control](#version-control)
• 🛠️ - [Other Tools and Integrations](#other-tools-and-integrations)

📂 Browser Automation

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

• @executeautomation/playwright-mcp-server 🌐⚡️ - An MCP server using Playwright for browser automation and webscrapping
• @automatalabs/mcp-server-playwright 🌐 🖱️ - An MCP server for browser automation using Playwright
• @modelcontextprotocol/server-puppeteer 📇 🏠 - Browser automation for web scraping and interaction
• @kimtaeyoon83/mcp-server-youtube-transcript 📇 ☁️ - Fetch YouTube subtitles and transcripts for AI analysis
• @recursechat/mcp-server-apple-shortcuts 📇 🏠 🍎 - An MCP Server Integration with Apple Shortcuts
• @kimtth/mcp-aoai-web-browsing 🐍 🏠 - A minimal server/client MCP implementation using Azure OpenAI and Playwright.
• @pskill9/web-search 📇 🏠 - An MCP server that enables free web searching using Google search results, with no API keys required.

🎨 Art & Culture

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

• r-huijts/rijksmuseum-mcp 📇 ☁️ - Rijksmuseum API integration for artwork search, details, and collections

☁️ Cloud Platforms

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

• Cloudflare MCP Server 🎖️ 📇 ☁️ - Integration with Cloudflare services including Workers, KV, R2, and D1
• Kubernetes MCP Server - 🏎️ ☁️/🏠 Kubernetes cluster operations through MCP
• @flux159/mcp-server-kubernetes - 📇 ☁️/🏠 Typescript implementation of Kubernetes cluster operations for pods, deployments, services.

🖥️ Command Line

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

• g0t4/mcp-server-commands 📇 🏠 - Run any command with run_command and run_script tools.
• MladenSU/cli-mcp-server 🐍 🏠 - Command line interface with secure execution and customizable security policies
• tumf/mcp-shell-server A secure shell command execution server implementing the Model Context Protocol (MCP)

💬 Communication

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

• 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
• @modelcontextprotocol/server-slack 📇 ☁️ - Slack workspace integration for channel management and messaging
• @modelcontextprotocol/server-bluesky 📇 ☁️ - Bluesky instance integration for querying and interaction
• MarkusPfundstein/mcp-gsuite - 🐍 ☁️ - Integration with gmail and Google Calendar.
• adhikasp/mcp-twikit 🐍 ☁️ - Interact with Twitter search and timeline

👤 Customer Data Platforms

Provides access to customer profiles inside of customer data platforms

• sergehuber/inoyu-mcp-unomi-server 📇 ☁️ - An MCP server to access and updates profiles on an Apache Unomi CDP server.
• OpenDataMCP/OpenDataMCP 🐍 ☁️ - Connect any Open Data to any LLM with Model Context Protocol.
• tinybirdco/mcp-tinybird 🐍 ☁️ - An MCP server to interact with a Tinybird Workspace from any MCP client.

🗄️ Databases

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

• domdomegg/airtable-mcp-server 📇 🏠 - Airtable database integration with schema inspection, read and write capabilities
• LucasHild/mcp-server-bigquery 🐍 ☁️ - BigQuery database integration with schema inspection and query capabilities
• ergut/mcp-bigquery-server 📇 ☁️ - Server implementation for Google BigQuery integration that enables direct BigQuery database access and querying capabilities
• @fireproof-storage/mcp-database-server 📇 ☁️ - Fireproof ledger database with multi-user sync
• designcomputer/mysqlmcp_server 🐍 🏠 - MySQL database integration with configurable access controls, schema inspection, and comprehensive security guidelines
• f4ww4z/mcp-mysql-server 🐍 🏠 - Node.js-based MySQL database integration that provides secure MySQL database operations
• @modelcontextprotocol/server-postgres 📇 🏠 - PostgreSQL database integration with schema inspection and query capabilities
• @modelcontextprotocol/server-sqlite 🐍 🏠 - SQLite database operations with built-in analysis features
• @joshuarileydev/supabase-mcp-server - Supabase MCP Server for managing and creating projects and organisations in Supabase
• ktanaka101/mcp-server-duckdb 🐍 🏠 - DuckDB database integration with schema inspection and query capabilities
• QuantGeekDev/mongo-mcp 📇 🏠 - MongoDB integration that enables LLMs to interact directly with databases.
• tinybirdco/mcp-tinybird 🐍 ☁️ - Tinybird integration with query and API capabilities
• kiliczsh/mcp-mongo-server 📇 🏠 - A Model Context Protocol Server for MongoDB
• KashiwaByte/vikingdb-mcp-server 🐍 ☁️ - VikingDB integration with collection and index introduction, vector store and search capabilities.
• neo4j-contrib/mcp-neo4j 🐍 🏠 - Model Context Protocol with Neo4j
• isaacwasserman/mcp-snowflake-server 🐍 ☁️ - Snowflake integration implementing read and (optional) write operations as well as insight tracking
• hannesrudolph/sqlite-explorer-fastmcp-mcp-server 🐍 🏠 - An MCP server that provides safe, read-only access to SQLite databases through Model Context Protocol (MCP). This server is built with the FastMCP framework, which enables LLMs to explore and query SQLite databases with built-in safety features and query validation.
• sirmews/mcp-pinecone 🐍 ☁️ - Pinecone integration with vector search capabilities

💻 Developer Tools

Tools and integrations that enhance the development workflow and environment management.

• QuantGeekDev/docker-mcp 🏎️ 🏠 - Docker container management and operations through MCP
• snaggle-ai/openapi-mcp-server 🏎️ 🏠 - Connect any HTTP/REST API server using an Open API spec (v3)
• jetbrains/mcpProxy 🎖️ 📇 🏠 - Connect to JetBrains IDE
• tumf/mcp-text-editor 🐍 🏠 - A line-oriented text file editor. Optimized for LLM tools with efficient partial file access to minimize token usage.
• @joshuarileydev/simulator-mcp-server 📇 🏠 - An MCP server to control iOS Simulators
• @joshuarileydev/app-store-connect-mcp-server 📇 🏠 - An MCP server to communicate with the App Store Connect API for iOS Developers
• @sammcj/mcp-package-version 📇 🏠 - An MCP Server to help LLMs suggest the latest stable package versions when writing code.
• @delano/postman-mcp-server 📇 ☁️ - Interact with Postman API
• @vivekvells/mcp-pandoc 🗄️ 🚀 - MCP server for seamless document format conversion using Pandoc, supporting Markdown, HTML, PDF, DOCX (.docx), csv and more.
• @pskill9/website-downloader 🗄️ 🚀 - This MCP server provides a tool to download entire websites using wget. It preserves the website structure and converts links to work locally.

🧮 Data Science Tools

Integrations and tools designed to simplify data exploration, analysis and enhance data science workflows.

• @reading-plus-ai/mcp-server-data-exploration 🐍 ☁️ - Enables autonomous data exploration on .csv-based datasets, providing intelligent insights with minimal effort.

📂 File Systems

Provides direct access to local file systems with configurable permissions. Enables AI models to read, write, and manage files within specified directories.

• @modelcontextprotocol/server-filesystem 📇 🏠 - Direct local file system access.
• @modelcontextprotocol/server-google-drive 📇 ☁️ - Google Drive integration for listing, reading, and searching files
• hmk/box-mcp-server 📇 ☁️ - Box integration for listing, reading and searching files
• mark3labs/mcp-filesystem-server 🏎️ 🏠 - Golang implementation for local file system access.
• mamertofabian/mcp-everything-search 🐍 🏠 🪟 - Fast Windows file search using Everything SDK
• cyberchitta/llm-context.py 🐍 🏠 - Share code context with LLMs via MCP or clipboard

💰 Finance & Fintech

Financial data access and cryptocurrency market information. Enables querying real-time market data, crypto prices, and financial analytics.

• QuantGeekDev/coincap-mcp 📇 ☁️ - Real-time cryptocurrency market data integration using CoinCap's public API, providing access to crypto prices and market information without API keys
• anjor/coinmarket-mcp-server 🐍 ☁️ - Coinmarket API integration to fetch cryptocurrency listings and quotes
• berlinbra/alpha-vantage-mcp 🐍 ☁️ - Alpha Vantage API integration to fetch both stock and crypto information

🧠 Knowledge & Memory

Persistent memory storage using knowledge graph structures. Enables AI models to maintain and query structured information across sessions.

• @modelcontextprotocol/server-memory 📇 🏠 - Knowledge graph-based persistent memory system for maintaining context
• /CheMiguel23/MemoryMesh 📇 🏠 - Enhanced graph-based memory with a focus on AI role-play and story generation
• /topoteretes/cognee 📇 🏠 - Memory manager for AI apps and Agents using various graph and vector stores and allowing ingestion from 30+ data sources
• @hannesrudolph/mcp-ragdocs 🐍 🏠 - An MCP server implementation that provides tools for retrieving and processing documentation through vector search, enabling AI assistants to augment their responses with relevant documentation context
• @kaliaboi/mcp-zotero 📇 ☁️ - A connector for LLMs to work with collections and sources on your Zotero Cloud

🗺️ Location Services

Geographic and location-based services integration. Enables access to mapping data, directions, and place information.

• [@modelcontextprotocol/server-google-maps](https://github.com/modelcontextprotocol/servers/tree/main/src/google-ma

…

Source & license

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

• Author: SherzodKhaydarov
• Source: SherzodKhaydarov/punkpeye_awesome-mcp-servers
• License: MIT

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