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GitHub - appcypher/awesome-mcp-servers: Awesome MCP Servers

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

Warning

When running MCP servers without proper sandboxing, they can execute arbitrary code on your system with the same permissions as the host process. This creates significant security risks.

Security Risks:

• System Access: Full access to files, network, and system resources
• Code Execution: Can run any command on your machine
• Prompt Injection: Malicious prompts could trigger unintended server actions
• Data Exposure: Sensitive data may be accessed or leaked

Best Practices:

• Use official implementations (marked with ⭐) when available
• Run servers in VMs or isolated environments
• Review code before installation
• Limit permissions to minimum required
• Monitor server activity

• 📂 - File Systems
• 📦 - Sandbox & Virtualization
• 🔄 - Version Control
• ☁️ - Cloud Storage
• 🗄️ - Databases
• 💬 - Communication
• 📈 - Monitoring
• 🔍 - Search & Web
• 🗺️ - Location Services
• 🎯 - Marketing
• 📝 - Note Taking
• ⚡ - Cloud Platforms
• ⚙️ - Workflow Automation
• 🤖 - System Automation
• 📱 - Social Media
• 🎮 - Gaming
• 💹 - Finance
• 🧬 - Research & Data
• 🤝 - AI Services
• 💻 - Development Tools
• 📊 - Data Visualization
• 🆔 - Identity
• 🔗 - Aggregators
• 💬 - Language & Translation
• 🔒 - Security
• 🔌 - IoT
• 🧑‍🎨 - Art & Literature
• 🛒 - E-Commerce
• 📦 - Data Platforms

• ^⭐ Official protocol implementation
• ¹ First implementation (when multiple implementations exist)
• ² Second implementation
• ³ Third implementation
• ⁿ Subsequent implementations

See Helpful Tools & Utilities section for tools to help manage, configure, and work with MCP servers.

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

• Backup - Provides file and folder backup and restoration capabilities for AI agents and code editing tools
• FileStash - Remote Storage Access: SFTP, S3, FTP, SMB, NFS, WebDAV, GIT, FTPS, gcloud, azure blob, sharepoint, etc...
• FileSystem¹ - Direct local file system access
• FileSystem² - Golang implementation for local file system access
• Everything Search - Lightning-fast Windows file search powered by Everything SDK
• llm-context - Share code context with LLMs via Model Context Protocol or clipboard

Secure sandbox environments for code execution and testing. Enables safe execution of code snippets and development workflows.

Interact with Git repositories and version control platforms. Enables repository management, code analysis, pull request handling, issue tracking, and other version control operations through standardized APIs.

Access and manage files stored in cloud storage platforms. Enables searching, reading, and organizing cloud-stored documents and data.

• Google Drive - Google Drive integration for file access, search, and management
• VideoDB^⭐ - A serverless video database to easily store, index, search, and stream videos. VideoDB uses AI to automatically tag scenes, generate accurate transcriptions, and quickly retrieve video moments with simple queries.
• Microsoft 365 - MCP server that connects to the whole Microsoft 365 suite (Microsoft Office, Outlook, etc.) using Graph API (including mail, files, Excel, calendar)

Secure database access with schema inspection capabilities. Enables querying and analyzing data while maintaining read-only safety by default.

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

Access and analyze application monitoring data. Enables AI models to review error reports and performance metrics.

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

• Puppeteer - Browser automation for web scraping and interaction
• Brave Search - Web search capabilities using Brave's Search API
• Bright Data - Discover, extract, and interact with the web - one interface powering automated access across the public internet.
• Dumpling AI - Access data, web scraping, and document conversion APIs by Dumpling AI
• 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
• Google News - Google News search with automatic categorization, multi-language support, and comprehensive search options
• 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.
• Search1API - Search via search1api (requires paid API key)
• Tavily - Tavily AI search API integration
• ArXiv - Search ArXiv research papers
• PapersWithCode - Search research papers, conferences, and codebases through PapersWithCode API
• Playwright - A Model Context Protocol server that provides browser automation capabilities using Playwright.
• Websearch - Self-hosted Websearch service.
• 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
• Ihor-Sokoliuk/MCP-SearXNG - A Model Context Protocol Server for SearXNG
• mcp-server-webcrawl - Advanced search and retrieval for web crawler data. Supports WARC, wget, Katana, SiteOne, and InterroBot crawlers.

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

• Campertunity - Search campgrounds around the world on campertunity, check availability, and provide booking links
• 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.

Tools that help marketers write better content and run better campaigns.

Integration with note-taking applications and personal knowledge management tools. Enables access to notes, documents, and personal information stores.

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

Integration with workflow automation platforms allows AI models to execute workflows and retrieve data back to their systems.

Tools for shell access, system control, and task automation. Enables AI models to execute commands and interact with the operating system.

Integration with social media platforms and content sharing services. Enables interaction with social networks and content platforms.

Gaming data and Game Development tools.

Financial data and cryptocurrency information services.

Access to research papers, genetic data, and specialized datasets.

Integration with AI and machine learning services.

Tools and servers that assist with software development workflows. Enables integration with development-related services and APIs.

• 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
• Currents^⭐ - Enable AI Agents to fix Playwright test failures reported to Currents.
• 🐙 Octocode - AI-powered developer assistant that enables advanced research, analysis and discovery and code generation across GitHub and NPM realms in realtime.
• OpenAPI Schema Explorer - Token-efficient access to OpenAPI/Swagger specs via MCP Resources.
• OpenRPC - A Model Context Protocol server that provides JSON-RPC functionality through OpenRPC.
• Postman - Interact with Postman API.
• QA Sphere^⭐ - Integration with QA Sphere test management system, enabling LLMs to discover, summarize, and interact with test cases directly from AI-powered IDEs
• marimo^⭐ - CodeMirror extension that implements the Model Context Protocol (MCP) for resource mentions and prompt commands.
• Figma - Paste a link to your Figma design to get its data in a ready-to-implement format.
• Comet Opik^⭐ - Query and interact with LLM observability and telemetry captured by Opik using natural language.
• VSCode Devtools - Connect to VSCode ide and allows using semantic tools like find_usages
• 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
• EdgeOne Pages - A MCP service for deploying HTML content to EdgeOne Pages and obtaining a publicly accessible URL.
• Globalping MCP^⭐ - Access a network of thousands of probes to run network commands like ping, traceroute, mtr, http and DNS resolve.
• 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.
• aymericzip/intlayer - 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.

Tools for creating and managing data visualizations. Enables generation of charts, graphs, and other visual representations of data.

Tools for identity and access management. Enables user authentication, authorization.

• Keycloak - MCP server implementation for managing Keycloak users, groups, and realms using natural language queries.

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

• 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.

Provides real-time translation of text, documents, and content between multiple languages.

• Lara^⭐ - MCP Server for Lara Translate API, enabling powerful translation capabilities with support for language detection and context-aware translations

Tools for security needs. Enables securing code, finding vulnerabilies.

Tools that integrate with Internet of Things connectivity.

• 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.

Art and literature services.

• 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.

E-Commerce platforms.

• Mercado Libre - Mercado Libre's official MCP server, offering tools to interact with our marketplace, simplifying tasks and product integration.

Platforms for orchestrating, transforming, and managing data pipelines. Enables AI agents to interact with complex ETL/ELT workflows, unify disparate data sources, and drive automated data operations across cloud and hybrid environments.

• Keboola^⭐ - Build robust data workflows, integrations, and analytics on a single intuitive platform.

Tools that help manage, configure, and work with MCP servers. These utilities simplify the installation process and improve the user experience.

• mcp-get - CLI tool for installing and managing MCP servers. Simplifies server installation and configuration for Claude Desktop.
  • Supports NPM-based servers
  • Automatic configuration generation
  • Easy server management
• mxcp - Open-source framework for building secure, testable, enterprise-grade MCP tools from SQL or Python on top of dbt + DuckDB.
• 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.

Please read the contribution guidelines if you want to contribute.

To the extent possible under law, Stephen Akinyemi has waived all copyright and related or neighboring rights to this work.

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