Discover Awesome MCP Servers

ArXiv MCP Server

Enables AI assistants to search arXiv's research repository, download papers, and access their content programmatically. Includes specialized prompts for comprehensive academic paper analysis covering methodology, results, and implications.

Claude Memory Server

Provides long-term memory capabilities for Claude through persistent storage and full-text search of context across conversations. Enables storing, searching, and managing memories organized by categories like facts, preferences, projects, and goals.

Robot MCP Server

Enables LLM-based AI agents to control SO-ARM100 and SO-101 robots through natural language commands and camera feedback. It supports various transport protocols and provides tools for both autonomous robotic movement and manual keyboard operation.

UniFi MCP Server

Enables AI assistants to manage and monitor UniFi Network Controllers through natural language. Provides 25 read-only tools for discovering devices and clients, viewing security configurations, analyzing network statistics, and exporting configuration data.

GraphQL Schema Explorer

Provides intelligent introspection and exploration of any GraphQL API schema with fuzzy search, type discovery, and field-level information to help understand and navigate GraphQL APIs.

zotero-mcp

Read+write MCP server for Zotero with full write support — create items, manage collections, find and merge duplicates, import BibTeX

Remote MCP Server (Authless)

Enables deployment of MCP servers on Cloudflare Workers without authentication requirements. Allows users to create custom tools and connect them to AI clients like Claude Desktop or Cloudflare AI Playground through a remote endpoint.

video-toolkit-mcp

A Model Context Protocol (MCP) server that provides comprehensive video tools: transcript retrieval, video downloading, and automatic subtitle generation using AI speech-to-text. Works with YouTube, Bilibili, Vimeo, and any platform supported by yt-dlp.

Subscriptions API MCP Server

An MCP server for the VTEX Subscriptions API (v3) that enables managing subscription services through natural language interactions, auto-generated using AG2's MCP builder.

Medical GraphRAG Assistant

Enables AI-powered medical information retrieval through FHIR clinical document search and GraphRAG-based exploration of medical entities and relationships. Combines vector search with knowledge graph queries for comprehensive healthcare data analysis.

Video Games MCP Server

Provides direct access to the RAWG gaming database, allowing users to search for games, retrieve detailed metadata, and explore genres within Claude. It streamlines game research by offering information on ratings, platforms, and release dates through natural language queries.

nUR MCP Server

An intelligent middleware system that enables natural language interactive control of Universal Robots collaborative robots, allowing users to connect to and control industrial robots through voice/text commands with MCP-compatible LLMs.

PVV MCP Server

Enables text-to-speech synthesis using VOICEVOX Web API with customizable speaker selection. Features a specialized tool for generating speech as Asuka Langley from Evangelion and provides access to available speaker lists.

Minecraft Dedalus MCP

Enables AI agents to control Minecraft bots via natural language commands by bridging a Python MCP server with a Node.js Mineflayer bridge. It supports a wide range of in-game actions including complex pathfinding, resource gathering, crafting, and combat.

Filesystem MCP Server SSE

Node.js server implementing Model Context Protocol (MCP) for filesystem operations, allowing AI systems to read, write, edit files and manage directories within specified allowed paths.

Hydra MCP

Apenas um projeto de teste para um servidor intermediário entre os endpoints e o MCP do Claude.

service-economics

Free service management tools — playbooks, benchmarks, and instant service health analysis. DigitalCore MCP gives you free access to service management expertise directly in your AI assistant. Run a Service Reality Check to score your service health in 60 seconds. Access strategy playbooks for ser

MCP - Model Context Protocol

Servidor MCP usando TypeScript e JavaScript, criado com a documentação oficial do MCP, que lida com dados meteorológicos dos EUA, com contexto para duas ferramentas: exibição de previsão do tempo e alertas meteorológicos para localidades nos EUA. Utilizei Zod para validação de dados e organizei a arquitetura em duas pastas: src e build, desenvolvimento (ts) e produção (js), respectivamente.

Jira MCP Server

Enables AI assistants to interact with Jira Cloud instances for comprehensive issue management including creating, updating, searching issues, managing comments, workflow transitions, and project metadata discovery. Supports JQL queries, user search, and custom field operations with secure API token authentication.

Awesome-MCP-Scaffold

A production-ready development scaffold for MCP servers, optimized for Cursor IDE with built-in tools, resources, and prompts that enables quick development of Model Context Protocol servers with 5-minute startup and 10-minute development capabilities.

FantasyPros MCP Server

Provides access to FantasyPros API for retrieving sports data including news, player information, consensus rankings, and projections across NFL, MLB, NBA, and NHL.

Prometheus Alertmanager MCP Server

Enables interaction with Prometheus Alertmanager to retrieve, filter, and manage alerts and silences through natural language commands in Claude AI.

Webex Messaging MCP Server

Enables AI assistants to interact with Cisco Webex messaging through 52 comprehensive tools covering messages, rooms, teams, people management, webhooks, and enterprise features. Supports both personal and enterprise Webex environments with complete API coverage for messaging operations.

siglent-sds-mcp

An MCP server that enables AI assistants to control Siglent SDS oscilloscopes over a local network using SCPI commands. It allows users to measure signals, configure channel and acquisition settings, and capture waveforms or screenshots through natural language.

MCP Servers

Coleção de servidores e serviços MCP (Plataforma de Composição de Modelos)

MatDrupal MCP

An intelligent Model Context Protocol server that enhances GitHub Copilot with specialized Drupal development capabilities, offering project analysis, module exploration, technical debt assessment, and Lando environment management in both English and French.

Inmovilla MCP Server

Enables interaction with the Inmovilla real estate CRM platform to manage properties, clients, owners, and retrieve platform enumerations through natural language.

MCP Video & Audio Text Extraction Server

An MCP server that downloads videos/extracts audio from various platforms like YouTube, Bilibili, and TikTok, then transcribes them to text using OpenAI's Whisper model.

Weather MCP Server

Provides real-time weather information for any location worldwide using the wttr.in service, enabling AI assistants to fetch current weather conditions and temperatures through natural language queries.