awesome-mcp-servers

Awesome MCP Servers - A curated list of Model Context Protocol servers
https://github.com/appcypher/awesome-mcp-servers

Last synced: 5 days ago
JSON representation

🔄 <a name="version-control"></a>Version Control
- Gitingest-MCP - Gitingest integration providing prompt friendly summmaries of Github repos
- GitHub - GitHub API integration for repository management, PRs, issues, and more
- GitHub - GitHub API integration for repository management, PRs, issues, and more
- GitLab - GitLab platform integration for project management and CI/CD operations
- Git - Direct Git repository operations including reading, searching, and analyzing local repositories
- Phabricator - Phabricator API integration for repository and project management
- GitHub - Token-based GitHub automation management. No Docker for optimal performance, Flexible configuration for fine-grained control, 80+ tools with direct API integration.
- GitHub - GitHub API integration for repository management, PRs, issues, and more
🗄️ <a name="databases"></a>Databases
- TiDB - MCP server implementation for TiDB (serverless) database.
- PostgreSQL - PostgreSQL database integration with schema inspection and query capabilities
- PostgreSQL - PostgreSQL database integration with schema inspection and query capabilities
- SQLite - SQLite database operations with built-in analysis features
- DuckDB - DuckDB database integration with schema inspection and query capabilities
- SQLite - SQLite database operations with built-in analysis features
- DuckDB - DuckDB database integration with schema inspection and query capabilities
- DBUtils - A unified database access service for MCP that seamlessly integrates PostgreSQL and SQLite with a clean abstraction layer.
- NocoDB - Read and write access to NocoDB database.
- MongoDB Lens - Full featured MCP Server for MongoDB databases.
- BigQuery - BigQuery database integration with schema inspection and query capabilities
- BigQuery - A BigQuery MCP server for read-only SQL queries and schema exploration (available on npm)
- Qdrant - A Qdrant MCP server for keeping and retrieving memories in the Qdrant vector search engine.
- MongoDB - A Model Context Protocol Server for querying and analyzing MongoDB collections.
- Couchbase - MCP server to interact with the data stored in Couchbase clusters including natural language querying.
- Redis - A natural language interface designed for agentic applications to efficiently manage and search data in Redis.
- Qdrant - A Qdrant MCP server for keeping and retrieving memories in the Qdrant vector search engine.
- MySQL - MySQL database integration with configurable access controls and schema inspection
- Airtable - Read and write access to Airtable databases, with schema inspection.
- Snowflake - Snowflake database integration with read/write capabilities and insight tracking.
- Excel - Excel workbook manipulation including data reading/writing, worksheet management, formatting, charts, and pivot tables
- Neon - Neon MCP Server. Allows natural language interactions with Neon for database management.
- VideoDB Director - Create AI-powered video workflows including automatic editing, content moderation, voice cloning, highlight generation, and searchable video moments—all accessible via simple APIs and intuitive chat-based interfaces.
💬 <a name="communication"></a>Communication
- Atlassian - Comprehensive integration with Atlassian suite including Confluence for documentation management and Jira for issue tracking.
- Slack - Slack workspace integration for channel management and messaging
- Slack - Slack workspace integration for channel management and messaging
- Slack - The most powerful MCP Slack Server with Stdio and SSE transports, Proxy support and no permission requirements on Slack Workspace.
- ntfy - An ntfy MCP server for sending/fetching ntfy notifications to your self-hosted ntfy.sh server from AI Agents 📤 (supports secure token auth & more - use with npx or docker!)
- Linear - Linear MCP Server. Provides integration with Linear's issue tracking system through MCP.
- Carbon Voice - MCP Server that connects AI Agents to [Carbon Voice](https://getcarbon.app). Create, manage, and interact with voice messages, conversations, direct messages, folders, voice memos, AI actions and more in [Carbon Voice](https://getcarbon.app).
- LINE Official Account - Integrates the LINE Messaging API to connect an AI Agent to the LINE Official Account.
⚙️ <a name="workflow-automation"></a>Workflow Automation
- Make - Turn Make scenarios into callable tools for AI assistants.
- Taskade MCP - Official Taskade MCP server + OpenAPI → MCP codegen to build AI agent tools from any API and connect Taskade to Claude, Cursor, and more.
💹 <a name="finance"></a>Finance
- ZBD - Interact with ZBD's payment processing APIs for instant global payments with Bitcoin and Lightning Network
- PayPal - The PayPal Agent Toolkit enables popular agent frameworks including Model Context Protocol (MCP) to integrate with PayPal APIs through function calling.
- CoinMarket - Coinmarket API integration for cryptocurrency data
- LongPort OpenAPI - Provides real-time stock market data, provides AI access analysis and trading capabilities through MCP.
- DexPaprika - Comprehensive cryptocurrency and DEX data API across multiple blockchains, providing real-time token pricing, liquidity pools, and OHLCV data for market analysis
- ZBD - Interact with ZBD's payment processing APIs for instant global payments with Bitcoin and Lightning Network
- Stripe - Allows you to integrate with Stripe APIs
- Chargebee - MCP Server that connects AI agents to [Chargebee platform](https://www.chargebee.com).
- Octagon - Deliver real-time market intelligence with extensive private and public market data.
- Mercado Pago - Mercado Pago's official MCP server, offering tools to interact with our API, simplifing tasks and product integration.
🤝 <a name="ai-services"></a>AI Services
- - Chronulus AI - Predict anything with Chronulus AI multimodal forecasting and prediction agents ([Watch Demos on Youtube](https://youtube.com/playlist?list=PLPLu09ZbT8KKS04V6SSm2Acjv43FKq329&si=n2YER2in4gOqwssY)).
  - ZenML - Chat with your MLOps and LLMOps pipelines using the [ZenML](https://www.zenml.io) MCP server
  - OpenAI - Query OpenAI models directly from Claude using MCP protocol
  - OpenAI - Query OpenAI models directly from Claude using MCP protocol
  - PiAPI - PiAPI MCP server makes user able to generate media content with Midjourney/Flux/Kling/Hunyuan/Udio/Trellis directly from Claude or any other MCP-compatible apps.
  - Agentset AI - RAG on your data using MCP protocol
  - OpenAI Compatible Chat - Chat with models from OpenAI-compatible APIs (Perplexity, Groq, xAI, etc.)
  - Perplexity
  - LlamaCloud - LlamaCloud MCP Server. A TypeScript-based MCP server connecting to a managed index on LlamaCloud.
  - HuggingFace Spaces - Use HuggingFace spaces from your MCP Client. Supports Images, Audio, Text and more.
  - Creatify - MCP Server that exposes Creatify AI API capabilities for AI video generation, including avatar videos, URL-to-video conversion, text-to-speech, and AI-powered editing tools.
- Server Managers
  - mcp-get - CLI tool for installing and managing MCP servers. Simplifies server installation and configuration for Claude Desktop.
🤖 <a name="system-automation"></a>System Automation
- Windows CLI - Windows CLI MCP Server for secure command-line interactions on Windows systems, enabling controlled access to PowerShell, CMD, and Git Bash shells.
- Shell - Autonomous shell execution and computer control (Mac)
- Shell - Autonomous shell execution and computer control (Mac)
- Windows CLI - Windows CLI MCP Server for secure command-line interactions on Windows systems, enabling controlled access to PowerShell, CMD, and Git Bash shells.
- Windows Control - Windows automation MCP server providing mouse, keyboard, screen capture, clipboard, and window management capabilities using NutJS.
- Command Line - MCP server allowing any and all command execution over CMD(BE CAREFUL).
- Apple Shortcuts - An MCP Server Integration with Apple Shortcuts
🔍 <a name="search-web"></a>Search & Web
- PapersWithCode - Search research papers, conferences, and codebases through PapersWithCode API
- Puppeteer - Browser automation for web scraping and interaction
- Brave Search - Web search capabilities using Brave's Search API
- Brave Search - Web search capabilities using Brave's Search API
- Fetch - Efficient web content fetching and processing for AI consumption
- Fetch - Efficient web content fetching and processing for AI consumption
- Kagi Search - TypeScript-based MCP server that integrates the Kagi Search API
- Exa Search - Integration with Exa AI Search API for real-time web information retrieval
- NYTimes - Search articles using the NYTimes API
- NYTimes - Search articles using the NYTimes API
- Search1API - Search via search1api (requires paid API key)
- Tavily - Tavily AI search API integration
- Search1API - Search via search1api (requires paid API key)
- Tavily - Tavily AI search API integration
- mcp-server-webcrawl - Advanced search and retrieval for web crawler data. Supports WARC, wget, Katana, SiteOne, and InterroBot crawlers.
- Dumpling AI - Access data, web scraping, and document conversion APIs by [Dumpling AI](https://www.dumplingai.com/)
- Browser Control - An MCP server paired with a browser extension allowing local browser control.
- Apify Actors - Use 4,000+ pre-built cloud tools, known as Actors, to extract data from websites, e-commerce, social media, search engines, maps, and more.
- RAG Web Browser - An MCP server for Apify's open-source RAG Web Browser Actor to perform web searches, scrape URLs, and return content in Markdown.
- Skyvern - MCP to let Claude or your own LLM control your browser
- Playwright - A Model Context Protocol server that provides browser automation capabilities using Playwright.
- Google News - Google News search with automatic categorization, multi-language support, and comprehensive search options
- RivalSearchMCP - A powerful MCP server providing a suite of tools for web search, content discovery, and automated research workflows.
- Scrapeless - The Scrapeless Model Context Protocol service acts as an MCP server connector to the Google SERP API, enabling web search within the MCP ecosystem without leaving it.
- Ihor-Sokoliuk/MCP-SearXNG - A Model Context Protocol Server for [SearXNG](https://docs.searxng.org)
- Websearch - Self-hosted Websearch service.
- Bright Data - Discover, extract, and interact with the web - one interface powering automated access across the public internet.
🧬 <a name="research-data"></a>Research & Data
- ArXiv - Search ArXiv research papers
- Ancestry - Read .ged files and genetic data
- Ancestry - Read .ged files and genetic data
- Probe.dev - Professional media analysis and validation MCP server with FFprobe, MediaInfo, and comprehensive reporting capabilities
- OpenNutrition - Search 300,000+ foods, nutrition facts, and barcodes from the OpenNutrition database
- Congress - Query and reeason about legislative data from Congress.gov
Examples of Supported Clients
- <div align="center"><img src="https://github.com/user-attachments/assets/b0ea1e57-df16-4b04-9276-1980e17ab6ec" height="20"/></div>
- <div align="center"><img src="https://zed.dev/_next/image?url=%2F_next%2Fstatic%2Fmedia%2Flogo_icon.d67dc948.webp&w=64&q=100" height="20"/></div>
- <div align="center"><img src="https://raw.githubusercontent.com/evilsocket/search/refs/heads/main/logo.png" height="20"/></div> - adding-tools) |
- <div align="center"><img src="https://wassist.app/whatsmcp.png" height="20"/></div>
- <div align="center"><img src="https://block.github.io/goose/img/logo_light.png" height="20"/></div> - started/using-extensions) |
- <div align="center"><img src="https://github.com/user-attachments/assets/7d5442e5-4542-4942-afde-a55d5288a40c" height="20"/></div> - servers) |
- <div align="center"><img src="https://raw.githubusercontent.com/pietrozullo/mcp-use/refs/heads/main/docs/favicon.svg" height="20"/></div> - use](https://github.com/pietrozullo/mcp-use) | [mcp-use x MCP](https://docs.mcp-use.io/introduction) |
- <div align="center"><img src="https://www.enconvo.com/favicon.ico" height="20"/></div> - context-protocol) |
- <div align="center"><img src="https://raw.githubusercontent.com/danny-avila/LibreChat/0855677a36d76cafa5e064b7e346eb3f74c6af2a/client/public/assets/logo.svg" height="20"/></div> - context-protocol-mcp) |
- <div align="center"><img src="https://cdn.prod.website-files.com/663e06c56841363663ffbbcf/664c918ec47bacdd3acdc167_favicon%408x.png" height="20"/></div> - context-protocol) |
📂 <a name="file-systems"></a>File Systems
- FileSystem - Direct local file system access
- FileSystem - Direct local file system access
- FileSystem - Golang implementation for local file system access
- FileSystem - Golang implementation for local file system access
- Backup - Provides file and folder backup and restoration capabilities for AI agents and code editing tools
- fast-filesystem-mcp - Advanced filesystem operations with large file handling capabilities and Claude-optimized features. Provides fast file reading/writing, sequential reading for large files, directory operations, file search, and streaming writes with backup & recovery.
- FileStash - Remote Storage Access: SFTP, S3, FTP, SMB, NFS, WebDAV, GIT, FTPS, gcloud, azure blob, sharepoint, etc...
- llm-context - Share code context with LLMs via Model Context Protocol or clipboard
- Everything Search - Lightning-fast Windows file search powered by Everything SDK
☁ <a name="cloud-storage"></a>Cloud Storage
- Google Drive - Google Drive integration for file access, search, and management
- Box - Box MCP Server allows third party AI agents from platforms like Copilot Studio, Cursor, Claude for Desktop to access Box content seamlessly. It extends the agent's capabilities by allowing it to perform actions related to content stored in Box.
- Microsoft 365 - MCP server that connects to the whole Microsoft 365 suite (Microsoft Office, Outlook, etc.) using Graph API (including mail, files, Excel, calendar)
📈 <a name="monitoring"></a>Monitoring
- Sentry - Sentry.io integration for error tracking and performance monitoring
- Raygun - Raygun API V3 integration for crash reporting and real user monitoring
- sslmon - Domain/HTTPS/SSL domain registration information and SSL certificate monitoring capabilities. Query domain registration and expiration information, and SSL certificate information and validity status for any domain.
- Signoz - Comprehensive integration with [Signoz APIs](https://signoz.io/docs/userguide/apis/) and [documentation](https://signoz.io/docs/) for monitoring, observability, and debugging tasks related to your Signoz instances.
- Metoro - Query and interact with kubernetes environments monitored by Metoro
- VictoriaMetrics - Comprehensive integration with [VictoriaMetrics APIs](https://docs.victoriametrics.com/victoriametrics/url-examples/) and [documentation](https://docs.victoriametrics.com/) for monitoring, observability, and debugging tasks related to your VictoriaMetrics instances.
🗺️ <a name="location-services"></a>Location Services
- Google Maps - Google Maps integration for location services, routing, and place details
- Google Maps - Google Maps integration for location services, routing, and place details
- IPLocate - Look up IP address geolocation, network information, detect proxies and VPNs, and find abuse contact details using IPLocate.io
- IP2Location.io - IP2Location.io API integration to retrieve the geolocation information for an IP address.
- QGIS - connects QGIS Desktop to Claude AI through the MCP. This integration enables prompt-assisted project creation, layer loading, code execution, and more.
- Campertunity - Search campgrounds around the world on campertunity, check availability, and provide booking links
📝 <a name="note-taking"></a>Note Taking
- Obsidian - Obsidian vault integration with tools for file management, search, and content manipulation
- Notion - Notion API integration for managing personal todo lists and notes
- Notion - Alternative implementation for Notion API integration
- Apple Notes - Read from local Apple Notes database (macOS only)
- Notion - Alternative implementation for Notion API integration
- Apple Notes - Read from local Apple Notes database (macOS only)
- eBook-mcp - A lightweight MCP server that allows LLMs to read and interact with your personal PDF and EPUB ebooks on your local machine. Ideal for building AI reading assistants or chat-based ebook interfaces.
- Todoist - An MCP server implementation for Todoist, enabling natural language task management.
- Slite - Model Context Protocol server for Slite integration. Search and retrieve notes, browse note hierarchies, and access content from your Slite workspace.
- Apple Books - Transform your Apple Books to a queryable knowledge base.
- Google Keep - Read, create, update and delete Google Keep notes.
⚡ <a name="cloud-platforms"></a>Cloud Platforms
- Cloudflare - Integration with Cloudflare services including Workers, KV, R2, and D1
- Cloudflare - Integration with Cloudflare services including Workers, KV, R2, and D1
- Kubernetes - Kubernetes cluster operations through MCP
- Kubernetes - Kubernetes cluster operations through MCP
- MKP - Model Kontext Protocol Server for Kubernetes with native Go implementation, direct API integration, and comprehensive resource management
- Kubernetes - Kubernetes multi-cluster management and operations, featuring a management ui, logging, and nearly 50 built-in tools covering common DevOps and development scenarios. Supports both standard and CRD resources.
- Tinybird - Interact with a Tinybird Workspace from any MCP client.
📱 <a name="social-media"></a>Social Media
- YouTube - YouTube integration using yt-dlp for subtitle downloading and video analysis
- YouTube - Alternative implementation for fetching YouTube subtitles and transcripts
- YouTube - YouTube integration using yt-dlp for subtitle downloading and video analysis
- YouTube - Alternative implementation for fetching YouTube subtitles and transcripts
- TikTok - TikTok integration for getting post details and video's subtitles
- Spotify - Connects with Spotify for playback control and track/album/artist/playlist management.
🤖 <a name="robotics"></a>Robotics & Physical AI
- Server Managers
  - mcp-get - CLI tool for installing and managing MCP servers. Simplifies server installation and configuration for Claude Desktop.
- - Bagel - ChatGPT for physical data. Troubleshoot your robots and drones with natural language. No fuss.
🧑‍🎨 <a name="art-literature"></a>Art & Literature
- License
  - Stephen Akinyemi
  - ![CC0
- Server Managers
  - Remote MCP - Solution to Remote MCP Communication, enabling effortless integration for centralized management of Model Context
  - yamcp - A Model Context Workspace Manager. Oraganize your MCP servers in local workspaces (coding, design, research, ...), scan, monitor, and integrate each workspace with AI apps via a unified CLI.
  - ToolHive - A lightweight utility designed to simplify the deployment and management of MCP servers, ensuring ease of use, consistency, and security through containerization.
- - MCP Open Library - A Model Context Protocol (MCP) server for the Internet Archive's Open Library API that enables AI assistants to search for book and author information.
🎯 <a name="marketing"></a>Marketing
- Open Strategy Partners Marketing Tools - a standardized editing code system, writing guidelines, web metadata generator, and product communication framework.
- Google Ads - MCP server acting as an interface to the Google Ads, enabling programmatic access to Google Ads data and management features.
- Agent Mindshare - Track and monitor AI agent mindshare across platforms - measure brand visibility in AI conversations.
- Facebook Ads - MCP server acting as an interface to the Facebook Ads, enabling programmatic access to Facebook Ads data and management features.
- Fathom Analytics - Access Fathom Analytics data and reports about your sites
💻 <a name="development-tools"></a>Development Tools
- marimo - CodeMirror extension that implements the Model Context Protocol (MCP) for resource mentions and prompt commands.
- https://intayer.org/fav - A MCP Server that enhance your IDE with AI-powered assistance for Intlayer i18n / CMS tool: smart CLI access, docs.
- tom28881/mcp-jira-server - Comprehensive TypeScript MCP server for Jira with 20+ tools covering complete project management workflow: issue CRUD, sprint management, comments/history, attachments, batch operations. Features universal field auto-detection, full Czech/localization support, and date parsing with multiple formats. Created by [Tomáš Gregorovič](https://www.linkedin.com/in/tomáš-g-8423b61a2/).
- Octocode - AI-powered developer assistant that enables advanced research, analysis and discovery and code generation across GitHub and NPM realms in realtime.
- QA Sphere - Integration with QA Sphere test management system, enabling LLMs to discover, summarize, and interact with test cases directly from AI-powered IDEs
- VSCode Devtools - Connect to VSCode ide and allows using semantic tools like `find_usages`
- GitKraken - A CLI for interacting with GitKraken APIs. Includes an MCP server via gk mcp that not only wraps GitKraken APIs, but also Jira, GitHub, GitLab, and more. Works with local tools and remote services.
- OpenRPC - A Model Context Protocol server that provides JSON-RPC functionality through OpenRPC.
- Maven Tools MCP - Maven Central dependency intelligence for JVM build tools (Maven, Gradle, SBT, Mill) with Context7 integration for documentation support.
- DefangLabs/defang - CLI and MCP server for building and deploying Docker Compose-compatible projects to your own AWS, GCP, or DigitalOcean account.
- Currents - Enable AI Agents to fix Playwright test failures reported to [Currents](https://currents.dev).
- OpenAPI Schema Explorer - Token-efficient access to OpenAPI/Swagger specs via MCP Resources.
- Mastra/mcp - Provides AI assistants with direct access to Mastra.ai's complete knowledge base.
- Bucket - Flag features, manage company data, and control feature access using [Bucket](https://bucket.co)
- EdgeOne Pages - A MCP service for deploying HTML content to EdgeOne Pages and obtaining a publicly accessible URL.
- Postman - Interact with [Postman API](https://www.postman.com/postman/postman-public-workspace/).
- Figma - Paste a link to your Figma design to get its data in a ready-to-implement format.
- CentralMind/Gateway - MCP and MCP SSE Server that automatically generate production ready API based on database schema and data. Supports PostgreSQL, Clickhouse, MySQL, Snowflake, BigQuery, Supabase
- Comet Opik - Query and interact with LLM observability and telemetry captured by [Opik](https://github.com/comet-ml/opik) using natural language.
- Globalping MCP - Access a network of thousands of probes to run network commands like ping, traceroute, mtr, http and DNS resolve.
🎮 <a name="gaming"></a>Gaming
- Unity Engine - Advanced Unity MCP from Code Maestro. Build, debug, profile, and manage assets, scenes, and scripts with natural language via MCP.
- Unity Engine - Tools for Unity Editor and for a game made with Unity
- UnityEngine - Unity3d Game Engine integration for game development
🔗 <a name="aggregators"></a>Aggregators
- MCPJungle - Self-hosted MCP Registry and Proxy for enterprise AI Agents.
- Pipedream - Connect with 2,500 APIs with 8,000+ prebuilt tools, and manage servers for your users, in your own app.
- Zapier - Connect your AI Agents to 8,000 apps instantly.
- Rube - Rube is a Model Context Protocol (MCP) server that connects your AI tools to 500+ apps like Gmail, Slack, GitHub, and Notion. Simply install it in your AI client, authenticate once with your apps, and start asking your AI to perform real actions like "Send an email" or "Create a task."
📊 <a name="data-visualization"></a>Data Visualization
- unified-diff-mcp - Generate visual diff comparisons from text changes with HTML/PNG export. Perfect for code reviews and document analysis with side-by-side visualization.
- ECharts - Generate visual charts using [Apache ECharts](https://echarts.apache.org/) with AI MCP dynamically.
- Chart - A Model Context Protocol server for generating visual charts using [AntV](https://github.com/antvis).
- VegaLite - Generate visualizations from fetched data using the VegaLite format and renderer.
- Mermaid - Generate [mermaid](https://mermaid.js.org/) diagram and chart with AI MCP dynamically.
💬 <a name="language"></a>Language & Translation
- Lara - MCP Server for Lara Translate API, enabling powerful translation capabilities with support for language detection and context-aware translations
🔒 <a name="security"></a>Security
- Semgrep - A MCP server for using [Semgrep](https://github.com/semgrep/semgrep) to scan code for security vulnerabilities.
- Microsoft Entra ID - A MCP server for interacting with EntraID through Microsoft Graph API. It is designed for extensibility, maintainability, and security, supporting advanced queries for users, sign-in logs, MFA status, privileged users and more.
- OSV - Access the OSV (Open Source Vulnerabilities) database for vulnerability information. Query vulnerabilities by package version or commit, batch query multiple packages, and get detailed vulnerability information by ID.
- CDSP - MCP server for Thales CipherTrust Manager integration, enabling secure key management, cryptographic operations, and compliance monitoring through AI assistants.
- CAKM - MCP server for Thales CDSP CAKM integration, enabling secure key management, cryptographic operations, and compliance monitoring through AI assistants for Ms SQL and Oracle Databases.
- CRDP - MCP server for Thales CipherTrust Manager RestFul Data Protection service.
- CSM - MCP server for Thales CipherTrust Secrets Management
- Netwrix - A FastMCP-based server for [Netwrix Access Analyzer](https://www.netwrix.com/access-analyzer.html) data analysis, designed for enhanced data analysis capabilities.
Supported Clients
- <div align="center"><img src="https://raw.githubusercontent.com/pietrozullo/mcp-use/refs/heads/main/docs/favicon.svg" height="20"/></div> - use](https://github.com/pietrozullo/mcp-use) | [mcp-use x MCP](https://docs.mcp-use.io/introduction) |
- <div align="center"><img src="https://raw.githubusercontent.com/mcp-router/mcp-router/refs/heads/main/static/img/logo.svg" height="20"/></div> - router/mcp-router) | [MCP Router x MCP](https://mcp-router.net) |
📦 <a name="data-platforms"></a>Data Platforms
- Keboola - Build robust data workflows, integrations, and analytics on a single intuitive platform.
📦 <a name="virtualization"></a>Sandbox & Virtualization
- E2B - Secure cloud development environments for AI agents. Enables safe code execution and testing in isolated containers.
- Docker - An MCP server for Docker operations, enabling seamless container and compose stack management.
- Microsandbox - Self-hosted platform for secure execution of AI code. Great for Code Interpreter, Data Analysis, Browser Use.
🛒 <a name="e-commerce"></a>E-Commerce
- ShopSavvy - Complete product and pricing data solution for AI assistants. Search for products by barcode/ASIN/URL, access detailed product metadata, access comprehensive pricing data from thousands of retailers, view and track price history, and more. Published as `@shopsavvy/mcp-server`.
🔌 <a name="iot"></a>IoT
- Coreflux MQTT - MCP server for the Coreflux MQTT broker, enabling AI agents to transfom the broker into a automation hub and interact with IoT devices and messaging systems through the MQTT protocol.
🆔 <a name="identity"></a>Identity
- - Keycloak - MCP server implementation for managing Keycloak users, groups, and realms using natural language queries.
- License
  - Stephen Akinyemi

Programming Languages

Python 52 TypeScript 39 JavaScript 26 Go 12 Rust 2 C# 1 HTML 1 CSS 1

awesome-mcp-servers

🔄 <a name="version-control"></a>Version Control

🗄️ <a name="databases"></a>Databases

💬 <a name="communication"></a>Communication

⚙️ <a name="workflow-automation"></a>Workflow Automation

💹 <a name="finance"></a>Finance

🤝 <a name="ai-services"></a>AI Services

Server Managers

🤖 <a name="system-automation"></a>System Automation

🔍 <a name="search-web"></a>Search & Web

🧬 <a name="research-data"></a>Research & Data

Examples of Supported Clients

📂 <a name="file-systems"></a>File Systems

☁ <a name="cloud-storage"></a>Cloud Storage

📈 <a name="monitoring"></a>Monitoring

🗺️ <a name="location-services"></a>Location Services

📝 <a name="note-taking"></a>Note Taking

⚡ <a name="cloud-platforms"></a>Cloud Platforms

📱 <a name="social-media"></a>Social Media

🤖 <a name="robotics"></a>Robotics & Physical AI

Server Managers

🧑‍🎨 <a name="art-literature"></a>Art & Literature

License

Server Managers

🎯 <a name="marketing"></a>Marketing

💻 <a name="development-tools"></a>Development Tools

🎮 <a name="gaming"></a>Gaming

🔗 <a name="aggregators"></a>Aggregators

📊 <a name="data-visualization"></a>Data Visualization

💬 <a name="language"></a>Language & Translation

🔒 <a name="security"></a>Security

Supported Clients

📦 <a name="data-platforms"></a>Data Platforms

📦 <a name="virtualization"></a>Sandbox & Virtualization

🛒 <a name="e-commerce"></a>E-Commerce

🔌 <a name="iot"></a>IoT

🆔 <a name="identity"></a>Identity

License