Awesome MCP Servers

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

What is MCP?
Clients
Tutorials
Server Implementations
Frameworks
Utilities
Community

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

Claude Desktop - Official Claude desktop app with MCP support
Cursor - AI-native code editor with MCP support
Cline - Terminal-based Claude client with MCP support
Windsurf - AI-native IDE with MCP support
LibreChat - Open-source AI Web UI supporting multiple providers including MCP
mcphub.nvim - A Neovim plugin for MCP server interaction
WhatsMCP - A WhatsApp based client for your remote MCP servers

Tutorials

MCP Server Legend

Implementation Status

| Symbol | Meaning | |--------|---------| | ⭐ | Official reference implementation by the MCP team |

Programming Languages

| Symbol | Language | |--------|----------| | <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/python/python-original.svg" width="16" height="16"/> | Python | | <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> | TypeScript/JavaScript | | <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/go/go-original-wordmark.svg" width="16" height="16"/> | Go | | <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/rust/rust-plain.svg" width="16" height="16"/> | Rust | | <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/csharp/csharp-original.svg" width="16" height="16"/> | C# | | <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/java/java-original.svg" width="16" height="16"/> | Java |

Deployment Model

| Symbol | Type | Description | |--------|------|-------------| | 🏠 | Local | Runs on user's machine, interacts with local software | | ☁️ | Cloud | Connects to remote APIs and services |

Platform Compatibility

| Symbol | Platform | |--------|----------| | <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/apple/apple-original.svg" width="16" height="16"/> | macOS | | <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/windows8/windows8-original.svg" width="16" height="16"/> | Windows | | <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/linux/linux-original.svg" width="16" height="16"/> | Linux |

Server Categories

| Symbol | Category | |--------|----------| | 📂 | File Systems | | 🗄️ | Databases | | 🌐 | Web & Search | | 🔄 | Version Control | | 💬 | Communication | | 🖥️ | Developer Tools | | 📊 | Monitoring | | 🧠 | Knowledge & Memory | | 🗺️ | Location Services | | 🎮 | Gaming | | 💰 | Finance | | 🛠️ | Utilities |

Server Implementations

📂 - File Systems
🗄️ - Databases
🌐 - Web & Search
🔄 - Version Control
💬 - Communication
🖥️ - Developer Tools
📊 - Monitoring
🧠 - Knowledge & Memory
🗺️ - Location Services
🎮 - Gaming
💰 - Finance
🛠️ - Utilities

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

modelcontextprotocol/server-filesystem ⭐ <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> 🏠 - Direct local file system access with configurable permissions
modelcontextprotocol/server-google-drive ⭐ <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> ☁️ - Google Drive integration for listing, reading, and searching files
mark3labs/mcp-filesystem-server <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/go/go-original-wordmark.svg" width="16" height="16"/> 🏠 - Golang implementation for local file system access
hmk/box-mcp-server <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> ☁️ - Box integration for listing, reading and searching files
mamertofabian/mcp-everything-search <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/python/python-original.svg" width="16" height="16"/> 🏠 <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/windows8/windows8-original.svg" width="16" height="16"/> - Fast Windows file search using Everything SDK
cyberchitta/llm-context.py <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/python/python-original.svg" width="16" height="16"/> 🏠 - Share code context with LLMs via MCP or clipboard
quarkiverse/quarkus-mcp-servers/filesystem <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/java/java-original.svg" width="16" height="16"/> 🏠 - A filesystem allowing for browsing and editing files implemented in Java using Quarkus
Xuanwo/mcp-server-opendal <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/python/python-original.svg" width="16" height="16"/> 🏠 ☁️ - Access any storage with Apache OpenDAL

🗄️ <a name="databases"></a>Databases

modelcontextprotocol/server-postgres ⭐ <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> 🏠 - PostgreSQL database integration with schema inspection and query capabilities
modelcontextprotocol/server-sqlite ⭐ <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/python/python-original.svg" width="16" height="16"/> 🏠 - SQLite database operations with built-in analysis features
aliyun/alibabacloud-tablestore-mcp-server <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/java/java-original.svg" width="16" height="16"/> <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/python/python-original.svg" width="16" height="16"/> ☁️ - MCP service for Tablestore with vector search capabilities
cr7258/elasticsearch-mcp-server <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/python/python-original.svg" width="16" height="16"/> 🏠 - MCP Server for Elasticsearch interaction
domdomegg/airtable-mcp-server <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> ☁️ - Airtable database integration with schema inspection and CRUD capabilities
LucasHild/mcp-server-bigquery <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/python/python-original.svg" width="16" height="16"/> ☁️ - BigQuery database integration with schema inspection and query capabilities
ergut/mcp-bigquery-server <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> ☁️ - Second (But with JS) BigQuery database integration with schema inspection and query capabilities
c4pt0r/mcp-server-tidb <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/python/python-original.svg" width="16" height="16"/> ☁️ - TiDB database integration with schema inspection and query capabilities
ClickHouse/mcp-clickhouse <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/python/python-original.svg" width="16" height="16"/> ☁️ - ClickHouse database integration with schema inspection and query capabilities
get-convex/convex-backend <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> ☁️ - Convex database integration for table introspection and queries
FreePeak/db-mcp-server <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/go/go-original-wordmark.svg" width="16" height="16"/> 🏠 - Multi-database MCP server supporting MySQL & PostgreSQL
furey/mongodb-lens <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> 🏠 - Full featured MCP Server for MongoDB Databases
QuantGeekDev/mongo-mcp <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> 🏠 - MongoDB integration for LLM database interaction
neo4j-contrib/mcp-neo4j <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/python/python-original.svg" width="16" height="16"/> 🏠 - Model Context Protocol with Neo4j
niledatabase/nile-mcp-server <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> ☁️ - MCP server for Nile's Postgres platform
isaacwasserman/mcp-snowflake-server <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/python/python-original.svg" width="16" height="16"/> ☁️ - Snowflake integration with read/write operations
sirmews/mcp-pinecone <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/python/python-original.svg" width="16" height="16"/> ☁️ - Pinecone integration with vector search capabilities
bytebase/dbhub <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> 🏠 - Universal database MCP server supporting mainstream databases
xing5/mcp-google-sheets <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/python/python-original.svg" width="16" height="16"/> ☁️ - Google Sheets integration for spreadsheet management
rashidazarang/airtable-mcp <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/python/python-original.svg" width="16" height="16"/> - Connects AI tools directly to Airtable, allowing natural language queries, record creation, updates, deletions, and data migration.
tradercjz/dolphindb-mcp-server <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/python/python-original.svg" width="16" height="16"/> - DolphinDB database integration with schema inspection and query capabilities.
felores/airtable-mcp <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> ☁️ - Another Airtable MCP implementation
ravenwits/mcp-server-arangodb <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/python/python-original.svg" width="16" height="16"/> ☁️ - MCP Server for ArangoDB database
calvernaz/alphavantage <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/python/python-original.svg" width="16" height="16"/> ☁️ - AlphaVantage stock market data API
edwinbernadus/nocodb-mcp-server <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> ☁️ - MCP Server for NocoDB database

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

modelcontextprotocol/server-brave-search ⭐ <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> ☁️ - Web search capabilities using Brave's Search API
modelcontextprotocol/server-fetch ⭐ <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/python/python-original.svg" width="16" height="16"/> ☁️ - Efficient web content fetching and processing
modelcontextprotocol/server-puppeteer ⭐ <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> 🏠 - Browser automation for web scraping and interaction
ac3xx/mcp-servers-kagi <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> ☁️ - Kagi search API integration
exa-labs/exa-mcp-server ⭐ <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> ☁️ - Exa AI Search API integration
executeautomation/mcp-playwright <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> 🏠 - Browser automation and webscraping with Playwright
pskill9/web-search <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> 🏠 - Free web searching using Google search results
nickclyde/duckduckgo-mcp-server <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/python/python-original.svg" width="16" height="16"/> ☁️ - Web search using DuckDuckGo
vectorize-io/vectorize-mcp-server <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> ☁️ - Advanced retrieval and Private Deep Research
apify/mcp-server-rag-web-browser <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> ☁️ - Web searches, URL scraping, and Markdown content return
openbnb-org/mcp-server-airbnb <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> ☁️ - Search Airbnb and get listing details
pyroprompts/any-chat-completions-mcp <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/python/python-original.svg" width="16" height="16"/> ☁️ - Interact with any OpenAI SDK Compatible Chat Completions API
quickchart/quickchart-mcp-server <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> ☁️ - QuickChart API integration for generating images of charts
mcp/aws-kb-retrieval-server ⭐ <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> ☁️ - MCP server for retrieving information from the AWS Knowledge Base using the Bedrock Agent Runtime

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

modelcontextprotocol/server-github ⭐ <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> ☁️ - Repository management, file operations, and GitHub API integration
modelcontextprotocol/server-gitlab ⭐ <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> ☁️ - GitLab API, enabling project management
modelcontextprotocol/server-git ⭐ <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> 🏠 - Tools to read, search, and manipulate Git repositories

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

lharries/whatsapp-mcp <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/python/python-original.svg" width="16" height="16"/> 🏠 - WhatsApp integration for searching messages, contacts, and sending messages via WhatsApp Web API
modelcontextprotocol/server-slack ⭐ <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> ☁️ - Slack workspace integration for channel management and messaging
hannesrudolph/imessage-query-fastmcp-mcp-server <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/python/python-original.svg" width="16" height="16"/> 🏠 <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/apple/apple-original.svg" width="16" height="16"/> - Safe access to iMessage database
carterlasalle/mac_messages_mcp <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/python/python-original.svg" width="16" height="16"/> 🏠 <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/apple/apple-original.svg" width="16" height="16"/> - iMessage interface with sending/receiving capabilities
MarkusPfundstein/mcp-gsuite <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/python/python-original.svg" width="16" height="16"/> ☁️ - Integration with Gmail and Google Calendar
adhikasp/mcp-twikit <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/python/python-original.svg" width="16" height="16"/> ☁️ - Interact with Twitter search and timeline
elie222/inbox-zero <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/python/python-original.svg" width="16" height="16"/> ☁️ - Email management with follow-up detection
AbdelStark/nostr-mcp <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> ☁️ - Nostr protocol integration for posting notes

🖥️ <a name="developer-tools"></a>Developer Tools

GLips/Figma-Context-MCP <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> 🏠 - Figma data access for design implementation
rohitg00/kubectl-mcp-server <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/python/python-original.svg" width="16" height="16"/> 🏠 - Kubernetes management and operations
QuantGeekDev/docker-mcp <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/go/go-original-wordmark.svg" width="16" height="16"/> 🏠 - Docker container management and operations
r-huijts/xcode-mcp-server <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> 🏠 <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/apple/apple-original.svg" width="16" height="16"/> - Xcode integration for project management
snaggle-ai/openapi-mcp-server <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/go/go-original-wordmark.svg" width="16" height="16"/> 🏠 - Connect any HTTP/REST API using OpenAPI specs
jetbrains/mcpProxy ⭐ <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> 🏠 - Connect to JetBrains IDE
tumf/mcp-text-editor <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/python/python-original.svg" width="16" height="16"/> 🏠 - Line-oriented text file editor optimized for LLMs
ferrislucas/iterm-mcp <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> 🏠 <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/apple/apple-original.svg" width="16" height="16"/> - iTerm terminal access and command execution
g0t4/mcp-server-commands <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> 🏠 - Run any command with secure execution
jasonjmcghee/claude-debugs-for-you <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> 🏠 - Automatic debugging via breakpoints
sooperset/mcp-atlassian <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> ☁️ - Interact with Atlassian Cloud products (Confluence and Jira)
rishikavikondala/mcp-server-aws <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/python/python-original.svg" width="16" height="16"/> ☁️ - Perform operations on AWS resources
Vortiago/mcp-azure-devops <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> ☁️ - Bridge to Azure DevOps services
TencentEdgeOne/edgeone-pages-mcp <img src="https://edgeone.ai/favicon.ico" width="16" height="16"/> 🏠 - An MCP service for deploying HTML content to EdgeOne Pages and obtaining a publicly accessible URL.

📊 <a name="monitoring"></a>Monitoring

modelcontextprotocol/server-sentry ⭐ <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/python/python-original.svg" width="16" height="16"/> ☁️ - Sentry.io integration for error tracking
MindscapeHQ/mcp-server-raygun <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> ☁️ - Raygun API integration for crash reporting
grafana/mcp-grafana ⭐ <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/python/python-original.svg" width="16" height="16"/> ☁️ - Search dashboards and query datasources in Grafana
pydantic/logfire-mcp ⭐ <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/python/python-original.svg" width="16" height="16"/> ☁️ - Access to OpenTelemetry traces and metrics
seekrays/mcp-monitor <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/go/go-original-wordmark.svg" width="16" height="16"/> 🏠 - System monitoring for CPU, memory, disk, and network

🧠 <a name="knowledge--memory"></a>Knowledge & Memory

modelcontextprotocol/server-memory ⭐ <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> 🏠 - Knowledge graph-based persistent memory system
CheMiguel23/MemoryMesh <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> 🏠 - Enhanced graph-based memory for AI role-play
topoteretes/cognee <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> 🏠 - Memory manager with various graph and vector stores
hannesrudolph/mcp-ragdocs <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/python/python-original.svg" width="16" height="16"/> 🏠 - Documentation retrieval through vector search
kaliaboi/mcp-zotero <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> ☁️ - Zotero Cloud integration for research collections
graphlit/graphlit-mcp-server <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> ☁️ - Knowledge retrieval from Slack, Discord, and more
calclavia/mcp-obsidian <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> 🏠 - Read and search through your Obsidian vault or any directory containing Markdown notes
vivekVells/mcp-pandoc <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/python/python-original.svg" width="16" height="16"/> 🏠 - Seamless document format conversion using Pandoc, supporting Markdown, HTML, PDF, DOCX, CSV and more

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

modelcontextprotocol/server-google-maps ⭐ <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> ☁️ - Google Maps integration for location services
SecretiveShell/MCP-timeserver <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/python/python-original.svg" width="16" height="16"/> 🏠 - Access time in any timezone
webcoderz/MCP-Geo <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/python/python-original.svg" width="16" height="16"/> 🏠 - Geocoding server for nominatim, ArcGIS, Bing
briandconnelly/mcp-server-ipinfo <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/python/python-original.svg" width="16" height="16"/> ☁️ - IP geolocation and network information
jjsantos01/qgis_mcp <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/python/python-original.svg" width="16" height="16"/> 🏠 - QGIS Desktop integration for geospatial analysis
sunsetcoder/flightradar24-mcp-server <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> ☁️ - Track flights in real-time, get arrival/departure times, view airport flight statuses, and monitor emergency flights
ProgramComputer/NASA-MCP-server <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> ☁️ - Access to a unified gateway of NASA's data sources including APOD, NEO, EPIC, GIBS
KyrieTangSheng/mcp-server-nationalparks <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> ☁️ - Up-to-date information on U.S. National Parks details, alerts, visitor centers, campgrounds, hiking trails, and events
r-huijts/ns-mcp-server <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> ☁️ - Access to Dutch Railways (NS) real-time travel information and disruptions via the official NS API
r-huijts/rijksmuseum-mcp <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> ☁️ - Interface with the Rijksmuseum API to search artworks, retrieve details, access image tiles, and explore collections

🎮 <a name="gaming"></a>Gaming

Coding-Solo/godot-mcp <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> 🏠 - Godot game engine interaction
rishijatia/fantasy-pl-mcp <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/python/python-original.svg" width="16" height="16"/> ☁️ - Fantasy Premier League data and analysis
CoderGamester/mcp-unity <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/csharp/csharp-original.svg" width="16" height="16"/> 🏠 - Unity3D Game Engine integration
sawa-zen/vrchat-mcp <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> 🏠 - VRChat API interaction for friends, worlds, and avatars
varunneal/spotify-mcp <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> ☁️ - Allows an LLM to control and use Spotify

💰 <a name="finance"></a>Finance

base/base-mcp ⭐ <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> ☁️ - Base Network and Coinbase API integration
QuantGeekDev/coincap-mcp <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> ☁️ - Cryptocurrency market data via CoinCap
anjor/coinmarket-mcp-server <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/python/python-original.svg" width="16" height="16"/> ☁️ - Coinmarket API for crypto listings
berlinbra/alpha-vantage-mcp <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/python/python-original.svg" width="16" height="16"/> ☁️ - Alpha Vantage API for stock and crypto data
mcpdotdirect/evm-mcp-server <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> ☁️ - Blockchain services for 30+ EVM networks
bankless/onchain-mcp <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> ☁️ - Bankless Onchain API for smart contracts
GoPlausible/algorand-mcp <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> ☁️ - Comprehensive tools for interacting with Algorand blockchain

🛠️ <a name="utilities"></a>Utilities

githejie/mcp-server-calculator <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/python/python-original.svg" width="16" height="16"/> 🏠 - Calculator for precise numerical calculations
isaacwasserman/mcp-vegalite-server <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/python/python-original.svg" width="16" height="16"/> 🏠 - Generate visualizations from data
anaisbetts/mcp-youtube <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> ☁️ - Fetch YouTube subtitles
Seym0n/tiktok-mcp <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/python/python-original.svg" width="16" height="16"/> ☁️ - TikTok integration for post details and subtitles
vivekVells/mcp-pandoc <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/python/python-original.svg" width="16" height="16"/> 🏠 - Document format conversion using Pandoc
PV-Bhat/vibe-check-mcp-server <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/python/python-original.svg" width="16" height="16"/> 🏠 - Prevents cascading errors with "Vibe-check" agent
mrexodia/user-feedback-mcp <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/python/python-original.svg" width="16" height="16"/> 🏠 - Human-in-the-loop workflow for AI tools
gotoolkits/mcp-difyworkflow-server <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/python/python-original.svg" width="16" height="16"/> ☁️ - Query and execute Dify workflows
Omar-v2/mcp-ical <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> 🏠 <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/apple/apple-original.svg" width="16" height="16"/> - Interact with MacOS Calendar through natural language
scorzeth/anki-mcp-server <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/python/python-original.svg" width="16" height="16"/> 🏠 - Interact with Anki decks and cards
Simon-Kansara/ableton-live-mcp-server <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> 🏠 - Control Ableton Live
nickbaumann98/everart-forge-mcp <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> ☁️ - AI image generation using various models
21st-dev/magic-mcp <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> 🏠 - Create beautiful, modern UI components instantly through natural language descriptions
kw510/strava-mcp <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> ☁️ - Strava API integration for activity tracking and analysis

Frameworks

hannesrudolph/fastmcp <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/python/python-original.svg" width="16" height="16"/> - Python framework for building MCP servers with FastAPI
microsoft/mcp.net <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/csharp/csharp-original.svg" width="16" height="16"/> - .NET library for building MCP servers
modelcontextprotocol/mcpjs <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> - JavaScript/TypeScript framework for building MCP servers
quarkiverse/quarkus-mcp-servers <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/java/java-original.svg" width="16" height="16"/> - Java framework for building MCP servers with Quarkus
modelcontextprotocol/mcpy <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/python/python-original.svg" width="16" height="16"/> - Python library for building MCP servers

Utilities

modelcontextprotocol/mcp-cli ⭐ <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> - Command-line tool for testing MCP servers
modelcontextprotocol/mcp-proxy ⭐ <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> - Proxy for debugging MCP server interactions
modelcontextprotocol/mcp-playground ⭐ <img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/typescript/typescript-original.svg" width="16" height="16"/> - Web-based playground for testing MCP servers

Contributing

Please read CONTRIBUTING.md for details on how to add or update MCP servers in this list.

License

CC0