Discover Awesome MCP Servers

Raworc MCP Server

Enables AI assistants to interact with Raworc's agent runtime platform through seamless integration. Supports session management, message handling, space and agent management, and secure secret storage operations.

Coolify MCP Server

An MCP server that enables AI assistants to manage infrastructure, applications, databases, and services through the Coolify PaaS platform.

pumpfun-mcp

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PyerP MCP Server

An MCP server that enables LLM agents to interact with PyerP ERP systems via a REST API. It allows users to search, read, create, and update ERP records such as inventory, clients, and users using natural language.

Multi-Cloud DevOps MCP Server

Manages AWS, Azure, and Hetzner Cloud resources, and executes remote SSH commands via MCP integration.

Awesome Well Structure MCP

Automatically generates borehole structure diagrams from well data, supporting multiple well types and returning simplified image paths to reduce token usage.

Vectra AI MCP Server

Connects AI assistants to the Vectra AI security platform to enable intelligent analysis of threat detection data and automated incident response workflows. It allows users to investigate threats, take response actions, and generate security reports using natural language.

PDF Reader MCP Server

Enables reading and extracting text content from PDF files, supporting both local file system access and remote PDF URLs with automatic encoding detection.

Kernel MCP Server

A Model Context Protocol server that connects AI assistants with the Kernel platform, enabling them to deploy applications, automate web browsers, and manage cloud resources.

Grok MCP

Use XAI's latest api functionalities with Grok MCP. It supports image understanding and generation, live search, latest models and more.

Simple HTTP MCP Server

A lightweight server implementation that exposes Python functions as discoverable tools via HTTP using the Machine-to-Machine Communication Protocol (MCP). Enables remote execution of Python functions through a JSON-RPC interface with async support and type safety.

Better Auth MCP Server

Provides access to Better Auth framework documentation, authentication provider configurations, database adapter setup, and generates production-ready authentication configs for modern web frameworks.

hcloud-mcp

A Model Context Protocol server for the Hetzner Cloud API that enables natural language management of cloud infrastructure. Users can list, create, and modify servers, networks, volumes, and load balancers through MCP-compatible clients.

rabbitmq-mcp

Enables LLM agents to manage RabbitMQ queues, exchanges, and shovels via MCP tools, with restricted mode for production environments.

학습 보조 어시스턴트

MCP server for analyzing PDFs and recommending study problems

mcp-chrono

A comprehensive time and calendar utility server that provides timezone conversions, date arithmetic, and business day calculations for AI agents. It features extensive support for the Chinese lunar calendar, including almanac data, festivals, and public holiday tracking across multiple regions.

MCPQL

A comprehensive Model Context Protocol server for SQL Server database operations that provides 10 powerful tools for database analysis, object discovery, and data manipulation.

Cursor Memory MCP Server

A persistent SQLite-backed storage server that enables Cursor IDE's AI assistant to remember information across sessions with global or project-specific scopes. It supports complete CRUD operations, tag-based organization, and keyword search to manage user preferences and context effectively.

postgresdb-mcp

Enables AI assistants to interact with PostgreSQL databases, providing tools for querying, table listing, schema exploration, and multi-environment management with write protection and schema scoping.

rt-mcp

MCP server for Request Tracker REST2 API, enabling ticket, queue, user, and asset management via natural language.

PBIXRay MCP Server

Enables LLMs to analyze and interact with Power BI (.pbix) files through PBIXRay capabilities. Provides access to data models, DAX measures, Power Query code, table relationships, and data contents with configurable tools and pagination support.

Framelink Figma MCP Server

Provides AI coding agents with access to Figma design data through the Figma API. Enables accurate one-shot implementation of designs in any framework by translating Figma files into simplified layout and styling information.

KGrag MCP Server

Implements the Model Context Protocol for managing, ingesting, and querying structured and unstructured data with integration to graph databases, vector search, and LLMs.

Blender Copilot MCP Server

Comprehensive MCP server for Blender with 308 tools across 25 modules, enabling AI-powered 3D creation and full VRChat avatar pipeline.

Gmail MCP Server

Enables AI applications to send emails, manage drafts, and compose professional emails through Gmail API with secure multi-user OAuth2 authentication and encrypted token storage.

@emailalias/mcp

Enables natural language management of email aliases via EmailAlias.io API, including create, update, delete, and monitoring tasks.

MCP Time Server

MCP server providing various date/time functions including current time, timezone conversion, and relative time calculations. Supports both local stdio and remote HTTP access via Cloudflare Workers.

HackerNews MCP Server

Enables AI agents and developers to search, retrieve, and analyze HackerNews content including advanced post search, front page access, full comment trees, and user profile lookups through the Model Context Protocol.

MCP Python Tutorial

Một máy chủ trình diễn thể hiện việc triển khai MCP (Meta-Control Protocol) trong Python với khả năng xử lý tài nguyên, các thao tác công cụ và các lời nhắc (prompt) có thể tái sử dụng cho một hệ thống người dùng/bài đăng đơn giản với cơ sở dữ liệu cục bộ.