Discover Awesome MCP Servers

Colab MCP

A Model Context Protocol server that enables users to control and interact with Google Colab instances via a reverse proxy. It supports executing shell commands, running persistent Python code, and monitoring system resources like CPU, GPU, and RAM.

Magic UI MCP Server

A foundation for building interactive applications using the Model Context Protocol that integrates AI capabilities with Magic UI components.

Memory MCP Server

Provides dynamic short-term and long-term memory management with keyword-based relevance scoring, time-decay models, and trigger-based recall. Optimized for Chinese language support with jieba segmentation.

Emcee

Generate an MCP server for any OpenAPI documented endpoint.

GIS MCP Server

A Model Context Protocol server that connects LLMs to GIS operations, enabling AI assistants to perform accurate geospatial analysis including geometric operations, coordinate transformations, and spatial measurements.

PDF Reader MCP Server

A Model Context Protocol server that extracts and processes content from PDF documents, providing text extraction, metadata retrieval, page-level processing, and PDF validation capabilities.

YouTrack MCP Server

Enables AI assistants to interact with JetBrains YouTrack 2025.2 for managing issues, sprints, dependencies, time tracking, and knowledge base content. Supports CRUD operations, bulk commands, analytics with Gantt charts and critical path analysis, and covers ~80% of the YouTrack REST API.

Reckon Accounts Hosted MCP Server by CData

This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free CData MCP Server for Reckon Accounts Hosted (beta): https://www.cdata.com/download/download.aspx?sku=KHZK-V&type=beta

Weather MCP Server

A simple demonstration server for the MCP Python SDK that provides weather alerts for locations, allowing users to query weather information through Claude Desktop or Cursor.

YouTube MCP Server

Enables interaction with YouTube through search and transcript extraction functionality. Allows searching for videos and retrieving full transcripts with timestamps for content analysis.

DNStwist MCP Server

A server that integrates the dnstwist DNS fuzzing tool with MCP-compatible applications, enabling domain permutation analysis to detect typosquatting, phishing, and corporate espionage.

ERDDAP MCP Server

Access oceanographic and environmental data from 63+ ERDDAP servers worldwide through natural language queries. Search datasets, retrieve metadata, and download scientific data for climate research, marine biology, and coastal management.

Cross-Platform PowerPoint MCP Server

Enables users to create, edit, and manage PowerPoint presentations across Windows, macOS, and Linux through natural language via Claude Desktop. It provides comprehensive automation for slide management, text manipulation, and presentation styling using platform-specific adapters.

Corrode MCP Server

Um servidor MCP de programação simples escrito em Rust.

CloudZIR MCP Server

An enterprise-grade MCP server providing integrated system prompts and context management for consistent AI behavior across development and infrastructure tasks. It enables users to access specialized prompts for code quality standards and security-first deployment guidance.

Langfuse MCP Server

Enables querying Langfuse analytics, cost metrics, and usage data across multiple projects. Provides tools for trace analysis, model/service cost breakdowns, and daily usage trends through natural language queries.

MCP SQL Server

Enables querying and managing PostgreSQL and MySQL databases through natural language, supporting connection management, query execution, schema inspection, and parameterized queries with connection pooling.

Telegram MCP Server

Uma implementação de servidor MCP que fornece ferramentas para interagir com a [API do Bot Telegram](

Salesforce MCP Server

A TypeScript implementation of a Model Context Protocol server that enables LLMs to interact with Salesforce data through SOQL queries, SOSL searches, and CRUD operations.

Notion MCP Server

A server that connects to the Notion API and exposes functionality through Claude's Machine Context Protocol, enabling search, retrieval, querying, and creation of Notion pages and databases.

remote-ssh-mcp

Enables persistent SSH sessions and SFTP file transfers with native GUI credential prompts for secure remote server management. It supports background command execution, session pooling, and automatic connection reuse across multiple commands.

Moatless MCP Server

A Model Context Protocol (MCP) server for advanced code analysis and editing with semantic search capabilities, enabling AI assistants to perform complex code operations through a standardized interface.

Cloudera Iceberg MCP Server

Enables read-only access to Apache Iceberg tables via Impala, allowing LLMs to inspect database schemas and execute SQL queries to retrieve data from Iceberg tables.

Chinese Tourism Spots MCP Server

Provides tools to retrieve, visualize, and analyze Chinese scenic spot data by province/city, and generate/publish travel content to Xiaohongshu (Little Red Book) with automated posting capabilities.

Cloud Private Catalog MCP Server

An auto-generated MCP server that enables interaction with Google Cloud Private Catalog API, allowing users to manage private catalogs and services through natural language.

mcp-hydrolix

mcp-hydrolix

SmartThingsMCP

Enables comprehensive interaction with SmartThings devices, locations, scenes, and automation rules through the SmartThings API. It features intelligent two-level caching and supports multiple transport options including HTTP, SSE, and STDIO.

shopware-mcp

Servidor MCP para Shopware