Discover Awesome MCP Servers

SO-ARM100 Robot Control MCP

Enables AI agents to control SO-ARM100 and LeKiwi robots using natural language instructions and integrated camera vision. It supports multiple communication transports and includes a CLI agent compatible with Claude, Gemini, and GPT models.

Human Design MCP Server

Calculates Human Design charts based on birth date, time, and location, providing type, strategy, authority, profile, gates, defined centers, and incarnation cross information.

SciX Client

Enables AI assistants to interact with the SciX (formerly NASA ADS) API to search scientific literature, export citations, and analyze bibliometric data. It supports advanced tools for managing libraries, resolving astronomical object names, and exploring citation networks.

Cursor10x Memory System

A comprehensive memory system for Cursor using the Model Context Protocol (MCP) that provides persistent context awareness across sessions by storing conversation history, project milestones, code snippets, and enabling semantic search.

Omnisend MCP Server

A server that enables AI assistants to interact with the Omnisend marketing platform, supporting contact management, product management, and event tracking operations through natural language.

PerfDog to Tableau MCP Server

Automates downloading mobile game performance data from PerfDog and converts it to Tableau-ready CSV format with device statistics, FPS metrics, and time-series data.

AI Personal Hub

Unified personal assistant MCP server that connects local files, GitHub repositories, YouTube playlists, Gmail, and Steam data. Enables querying and managing personal data across multiple platforms through natural language via LM Studio integration.

Sample MCP Server

A TypeScript-based MCP server implementing a simple notes system that allows users to create, access, and generate summaries of text notes.

mcp-skills

Integrates with the skills.sh ecosystem to allow AI coding agents to discover, install, and manage reusable instruction sets. It enables autonomous agents to extend their capabilities with structured skill discovery and full lifecycle management through the Model Context Protocol.

Test MCP Server Traia

This MCP server provides access to the Test mcp server Traia API, enabling AI agents and LLMs to interact with its endpoints through standardized tools. It features asynchronous operation handling and simple deployment options via Docker for efficient integration.

Excel Chart MCP Server

A dual-mode intelligent Excel processing server that provides Excel data analysis tools for Cursor AI in MCP mode and offers a standalone web interface with support for external AI configurations like DeepSeek.

Secure Command Executor MCP Server

Um serviço robusto de execução de comandos com rotação diária de logs, projetado para gerenciar e executar comandos do sistema de forma segura, com verificações de segurança e registro em log.

Nexus MCP for Obsidian

Turns your Obsidian vault into an MCP-enabled workspace with tools for reading/writing notes, managing folders, running semantic searches, and maintaining long-term memory—all while keeping data local to your vault.

Azure AI Agent Service MCP Server

Enables connections to Azure AI Agents within any MCP client, allowing users to leverage Azure AI Foundry's models and knowledge tools like Azure AI Search and Bing Web Grounding through a conversational interface.

IRIS ObjectScript MCP Server

Provides access to InterSystems IRIS ObjectScript documentation, examples, and intelligent search tools. Enables developers to query documentation, search class references, and access official IRIS resources through natural language.

yutu

A fully functional MCP server and CLI for YouTube to automate YouTube operation.

TA-Lib MCP Server

Provides technical analysis indicators like SMA, EMA, RSI, MACD, Bollinger Bands, and Stochastic through MCP, enabling AI assistants to perform financial market analysis and calculations on price data.

Phabricator MCP Server

Enables AI assistants to interact with Phabricator for task management and code review workflows, including viewing and commenting on tasks, managing differential revisions, and providing intelligent review analysis with code context.

Beagle Security MCP Server

Enables integration with Beagle Security API for managing security testing projects, applications, domain verification, and automated penetration tests. Provides 18 tools for creating, monitoring, and retrieving results from security assessments.

mtw-e2e-runner

JSON-driven E2E test runner for AI agents. Define browser tests as JSON action arrays and run them in parallel against a Chrome pool (browserless/chrome) with 28+ built-in actions, visual verification, network debugging, and flaky test detection.

Happy Server MCP

Enables programmatic interaction with Happy AI sessions, allowing users to list, create, monitor, send messages to, and manage AI coding sessions across multiple machines.

Procrastinator MCP Server

An OAuth-authenticated MCP server that bridges Claude AI with a task management system, allowing users to list, create, and update tasks through natural language commands.

Mongo-MCP

Enables LLMs to interact with MongoDB databases through a complete suite of CRUD operations, administrative tasks, and index management tools. It supports database and collection handling, aggregation pipelines, and comprehensive server monitoring via the Model Context Protocol.

FAL Reve MCP Server

Provides access to Reve text-to-image AI model for generating high-quality images with accurate text rendering and strong aesthetic quality. Automatically downloads generated images to local storage with support for multiple aspect ratios and output formats.

MCP Qdrant Codebase Embeddings

A Model Context Protocol server that provides semantic understanding of codebases using Qdrant vector database, enabling AI assistants to search files by purpose, discover relationships between files, analyze architecture, and identify refactoring opportunities.

DiSH MCP Server

Enables interaction with the DiSH room booking platform to search availability, create bookings, and manage reservations. It allows AI assistants to handle meeting room logistics directly through natural language commands.

Google Sheets MCP

Enables AI agents to interact directly with Google Sheets to create, read, and edit spreadsheets through the Model Context Protocol. It supports a wide range of actions including cell manipulation, row and column management, and sheet organization.