Discover Awesome MCP Servers

Elastic MCP

Connects to Elasticsearch clusters through the Model Context Protocol, enabling natural language querying and management of Elasticsearch data. Provides tools to search indices, list available indices, and retrieve index mappings.

VLLM MCP Server

Enables text-only models to process images and other media formats by providing access to multimodal models from OpenAI and Dashscope (Alibaba Cloud). Supports flexible deployment options and comprehensive tooling for multimodal AI interactions.

QQ Channel Data Collector

Enables automated collection and AI-powered filtering of public QQ channel posts, comments, and images. Supports natural language criteria for content filtering and provides structured data storage in JSON/CSV formats.

Playwright MCP

Wrapper do Playwright para MCP que permite que clientes com tecnologia de LLM controlem um navegador para tarefas de automação.

JianDaoYun MCP Server

A Model Context Protocol server for JianDaoYun form data management, supporting complete CRUD operations, advanced queries, and automatic field type matching across multiple applications.

Figma MCP Proxy Server

Provides secure access to Figma designs through Cursor IDE using a personal access token, enabling developers to list files, export assets, extract design tokens, and search designs without requiring individual Figma accounts.

LeanMCP Minimal Server

A minimal MCP server framework that enables zero-config tool discovery and streamable HTTP transport using the LeanMCP SDK. It allows developers to build type-safe services with automatic schema validation and integrated React UI components.

Healthcare Analytics MCP Server

Enables comprehensive healthcare data analysis using Tuva Health demo data with tools for value-based care analytics, quality measures, utilization analysis, and financial metrics. Supports patient demographics, PMPM analysis, chronic conditions tracking, readmissions analysis, and HCC risk scoring through BigQuery integration.

Next.js DevTools MCP

Provides specialized development tools and utilities for Next.js, allowing AI agents to perform runtime diagnostics and access official documentation. It enables automated context initialization and real-time interaction with Next.js development servers to query application state.

Workflow MCP Server

Enables AI assistants to evaluate task complexity, verify package installation safety, and log complex reasoning processes. Provides structured assessment of multi-step tasks and environment validation for safer code execution workflows.

Microsoft Teams MCP Server by CData

Microsoft Teams MCP Server by CData

IR Toolshed MCP Server

A Model Context Protocol server that provides network analysis tools for security professionals, enabling AI models like Claude to perform tasks such as ASN lookups, DNS analysis, WHOIS retrieval, and IP geolocation for security investigations.

k6-mcp-server

Uma implementação de servidor de Protocolo de Contexto de Modelo (MCP) que permite que assistentes de IA executem testes de carga k6 através de comandos em linguagem natural, suportando durações de teste e usuários virtuais personalizados.

Python MCP Server

Um servidor de Protocolo de Contexto de Modelo que extrai e analisa estruturas de código Python, com foco nas relações de importação/exportação entre arquivos para ajudar LLMs a entender o contexto do código.

Random-Generator

An encrypted and secure random number generation server that complies with the MCP protocol, suitable for AI applications, LLMS, and other systems that require high-quality random numbers.

Trademark Big Data MCP Server

Provides comprehensive trademark information services, including fuzzy company search, detailed trademark status tracking, and statistical analysis. Users can analyze trademark portfolios by tracking application trends, registration data, and category distributions for specific companies.

Laravel MCP Companion

Provides instant access to comprehensive Laravel ecosystem documentation including multi-version core docs (6.x-latest), Laravel services (Forge, Vapor, Nova, Envoyer), and 42,000+ lines of community package documentation with intelligent search and use-case mapping.

OPC UA MCP Server

Connects AI agents to OPC UA-enabled industrial systems for real-time monitoring and control of operational data. It enables users to read, write, and browse industrial device nodes through natural language interactions.

NotebookLM MCP Server

Enables AI agents like Claude and Cursor to directly query Google's NotebookLM for zero-hallucination answers based on your uploaded documents, eliminating the need for manual copy-pasting and providing expert-level synthesized responses with source citations.

Appwrite MCP Server

Enables interaction with Appwrite's backend services through natural language. Provides tools to manage databases, users, functions, teams, storage, and other Appwrite project resources via API integration.

HAPI-MCP

A Model Context Protocol server that enables querying FHIR healthcare data using natural language, allowing doctors to retrieve patient information, medications, observations, and other healthcare records.

SQLite MCP Server

Um servidor leve de Protocolo de Contexto de Modelo (MCP) que permite que Modelos de Linguagem Grandes (LLMs) interajam autonomamente com bancos de dados SQLite.

Music21 Composer MCP

A composition-focused server built on music21 for generative music workflows, enabling melody generation, musical transformations, chord reharmonization, counterpoint creation, and MIDI export through constraint-based algorithmic composition tools.

Proxmox MCP Server

Enables comprehensive management of Proxmox Virtual Environment through 35 tools for VMs, containers, storage, backups, snapshots, and cluster operations via the Proxmox VE API.

MCP Server Tauri

Enables AI assistants to build, test, and debug Tauri v2 applications with UI automation, IPC monitoring, mobile device management, and real-time access to screenshots, DOM state, and console logs.

MCP Appium

Enables AI agents to automate Android mobile device testing through Appium, with automatic device detection, screen element inspection, and natural language test scenario execution.

Captain Data MCP API

Uma API de middleware que conecta assistentes de IA como o ChatGPT às ferramentas do Captain Data para extrair informações de páginas de empresas e perfis do LinkedIn.

Think MCP

Enables structured step-by-step reasoning with branching, revisions, and self-critique to help break down complex problems into manageable steps with confidence tracking and thought history search.