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.
⚠️ Security Warning
[!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
Examples of Supported Clients
Server Implementations
Legend
- ⭐ Official protocol implementation
- 1 First implementation (when multiple implementations exist)
- 2 Second implementation
- 3 Third implementation
- n Subsequent implementations
Tools & Utilities
See Helpful Tools & Utilities section for tools to help manage, configure, and work with MCP servers.
📂 File Systems
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
- 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.
- llm-context - Share code context with LLMs via Model Context Protocol or clipboard
📦 Sandbox & Virtualization
Secure sandbox environments for code execution and testing. Enables safe execution of code snippets and development workflows.
Microsandbox⭐ - Self-hosted platform for secure execution of AI code. Great for Code Interpreter, Data Analysis, Browser Use.
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.
🔄 Version Control
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.
GitHub1 - GitHub API integration for repository management, PRs, issues, and more- GitHub2 - Token-based GitHub automation management. No Docker for optimal performance, Flexible configuration for fine-grained control, 80+ tools with direct API integration.
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- Gitingest-MCP - Gitingest integration providing prompt friendly summmaries of Github repos
☁ Cloud Storage
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
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.
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)
🗒️ Document Processing
Automated extraction, transformation, and analysis of information from documents to make their content usable by software systems.
Adeu - Automated DOCX Redlining Engine and "Virtual DOM" for Microsoft Word. Enables agents to read, diff, edit, and negotiate contracts locally or via live COM interop.
🗄️ Databases
Secure database access with schema inspection capabilities. Enables querying and analyzing data while maintaining read-only safety by default.
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
Excel - Excel workbook manipulation including data reading/writing, worksheet management, formatting, charts, and pivot tables
BigQuery1 - BigQuery database integration with schema inspection and query capabilities- BigQuery2 - A BigQuery MCP server for read-only SQL queries and schema exploration (available on npm)
Neon⭐ - Neon MCP Server. Allows natural language interactions with Neon for database management.
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.- MongoDB Lens - Full featured MCP Server for MongoDB databases.
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.
DBUtils - A unified database access service for MCP that seamlessly integrates PostgreSQL and SQLite with a clean abstraction layer.
TiDB - MCP server implementation for TiDB (serverless) database.
NocoDB - Read and write access to NocoDB database.
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.- 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.
💬 Communication
Integration with communication platforms for message management and channel operations. Enables AI models to interact with team communication tools.
Slack - The most powerful MCP Slack Server with Stdio and SSE transports, Proxy support and no permission requirements on Slack Workspace.
LINE Official Account⭐ - Integrates the LINE Messaging API to connect an AI Agent to the LINE Official Account.
Linear - Linear MCP Server. Provides integration with Linear's issue tracking system through MCP.
Atlassian - Comprehensive integration with Atlassian suite including Confluence for documentation management and Jira for issue tracking.
Carbon Voice⭐ - MCP Server that connects AI Agents to Carbon Voice. Create, manage, and interact with voice messages, conversations, direct messages, folders, voice memos, AI actions and more in Carbon Voice.
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!)
📈 Monitoring
Access and analyze application monitoring data. Enables AI models to review error reports and performance metrics.
Metoro - Query and interact with kubernetes environments monitored by Metoro
Raygun - Raygun API V3 integration for crash reporting and real user monitoring
Sentry - Sentry.io integration for error tracking and performance 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 and documentation for monitoring, observability, and debugging tasks related to your Signoz instances.
VictoriaMetrics - Comprehensive integration with VictoriaMetrics APIs and documentation for monitoring, observability, and debugging tasks related to your VictoriaMetrics instances.
🔍 Search & Web
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)
RivalSearchMCP - A powerful MCP server providing a suite of tools for web search, content discovery, and automated research workflows.
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.
🗺️ Location Services
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.
🎯 Marketing
Tools that help marketers write better content and run better campaigns.
Agent Mindshare - Track and monitor AI agent mindshare across platforms - measure brand visibility in AI conversations.
[Open Strategy Partners Marketing Tools
