Discover Awesome MCP Servers

rag-mcp-azure

A lightweight RAG server deployed on Azure Container Apps that ingests PDFs, creates embeddings, and exposes a search_documents tool over MCP for retrieving relevant document chunks.

Magento Spec MCP

Provides AI agents with Magento 2.4.8-p5 / PHP 8.3 technical standards, patterns, and review checklists via MCP tools, enabling them to reference the single source of truth when working on Magento projects.

gmail-mcp-server

Enables reading, sending, searching, and managing Gmail through Claude using the official Google Gmail API.

posecode

MCP server for Posecode

LearnWorlds MCP

Enables AI assistants to manage a LearnWorlds school via the full public API, covering all 94 endpoints for courses, users, enrollments, payments, and more.

ardupilot-mavlink-mcp

Enables AI agents to interact with an ArduPilot vehicle in real-time via MAVLink, including reading state, inspecting and changing parameters, switching flight modes, diagnosing arming failures, and gated arming/disarming.

Workspace MCP

Secure local development platform that exposes controlled developer capabilities (FS, Git, search, command execution) to AI assistants via MCP with deny-by-default security and audit logging.

Hello MCP

Implementação mínima de um servidor MCP em Python com o MCP Python SDK.

Hive Mind MCP Server

Automatically generates and maintains living documentation for codebases by creating hierarchical hivemind.md files and flowchart diagrams at every directory level, enabling AI navigation and real-time or retroactive documentation of code structure, requirements, and dependencies.

pymcp-sse: Python MCP over SSE Library

Biblioteca Python assíncrona para construir servidores e clientes do Protocolo de Contexto de Modelo (MCP) sobre HTTP/SSE, ideal para agentes de IA, integrações de ferramentas e ecossistemas de chatbot.

NotebookLM MCP Server

Enables automated interactions with Google's NotebookLM through browser automation. Supports persistent sessions, document uploads, notebook management, and streaming chat responses for AI-powered document analysis.

Assistente Empresarial MCP Server

Enables natural-language queries about sales and inventory from an Excel spreadsheet, plus web search and currency exchange rates via external APIs.

global-news-intelligence-mcp

MCP server that fetches, ranks, and summarizes global news from 28 RSS sources across 12 categories, exposing 16 tools for LLMs to query technology, AI, finance, politics, and more.

Binance Futures MCP Server

Enables AI assistants like Claude to manage Binance USDⓈ-M Futures trading through 14 tools for orders, positions, account details, and risk settings.

Unofficial Clinical Trials MCP Server

Provides access to the ClinicalTrials.gov API, enabling search, analysis, and retrieval of clinical trial data through MCP tools.

Desktop Controller MCP Server

Give any AI full control of your desktop. Mouse, keyboard, screenshots — all through the Model Context Protocol.

apple-calendar-jxa-mcp

Enables read/write access to Apple Calendar on macOS by bypassing permission restrictions via JXA scripts, allowing users to manage calendar events through natural language.

ShopGraph

Structured product data from the open web — where platform APIs don't reach. Schema.org + AI extraction. Pay per call via Stripe MPP.

Amazon India Product Research MCP

Enables beginner Amazon India sellers to research product opportunities, estimate demand, analyze competition, calculate profitability, find suppliers, mine reviews, research keywords, and generate listings through Claude Desktop.

mcp-guardian

Scans MCP tool descriptions for prompt injection attacks, including cross-tool instructions, privilege escalation, and data exfiltration patterns. It can be used as a CLI scanner or integrated as an MCP server itself.

daily-dose

Provides persistent local memory of Claude Code sessions with TODO management and searchable activity logs via MCP tools.

omnisearch-mcp

Enables LLM agents to search academic literature across multiple sources (IEEE, arXiv, ACM, Semantic Scholar, CORE, Scite, Consensus) and index/search local PDFs.

NVM MCP Server

An MCP server that wraps NVM (Node Version Manager) to give Antigravity agents full control over Node.js versions without requiring Node or npm to be on the system PATH. It provides tools to install, switch between, and run commands with different Node versions directly within agent workflows.

Fast Context MCP

Enables AI-driven semantic code search via natural language queries, integrating with MCP clients like Claude Desktop to retrieve relevant code context from any codebase.

MCP cldkctl Server

A Model Context Protocol server that provides access to Cloudeka's cldkctl CLI functionality through Claude Desktop, Cursor, and other MCP-compatible clients.

io.github.AIops-tools/network-aiops

Provides MCP tools for governed multi-vendor network device operations, including configuration management (backup, diff, merge, replace, rollback) and read-only queries (facts, interfaces, BGP, LLDP, ARP) via NAPALM, with optional NetBox source-of-truth integration.

oculus-scoped-observation

Provides read-only MCP tools for AI agents to observe user-selected regions of a Chrome browser, including region info, text/UI semantics, cropped images, and changes.

ableton-mcp

Enables Claude to observe and compose in Ableton Live 12 via AbletonOSC, allowing pair-programming-style collaboration for musicians.

Databases MCP Server (Access and SQLite 3)

Enables AI to interact with Microsoft Access (.mdb, .accdb) and SQLite 3 databases, including read-only support for Access 97 databases. Supports executing SQL queries, importing/export data from CSV and Excel files, and storing notes about database files.

Daylite Claude Connector

Connects Daylite CRM to Claude Code via the CalDAV interface to manage tasks and appointments. It enables users to list, create, update, and delete calendar events and to-dos directly through natural language.