Discover Awesome MCP Servers

AESP MCP Server

Enables AI agents to execute vault payments under explicit human control via policy-gated tools (balance checks, deposits, redemptions, transfers) with human review escalation for risky actions.

Shopify MCP Server

Enables interaction with Shopify stores via the Admin API for product, order, metafield, and theme management.

Google Maps Scraper

Give your AI agent live Google Maps search, review, and photo data through one secure MCP connection.

Just Claude Things

An MCP server that lets Claude read and write your Things 3 tasks on macOS via AppleScript.

TalkToAnki

An MCP server that enables AI assistants to seamlessly manage Anki flashcards, decks, and templates through the AnkiConnect API. It supports intelligent querying, batch note creation, and detailed study progress analysis using natural language.

shap-mcp

A lightweight, focused Model Context Protocol (MCP) server exposing SHAP model explainability as agent-callable tools with dual stdio/HTTP transports and a built-in Web GUI.

Open Brain Knowledge MCP Server

A persistent, cross-session knowledge base for AI agents that indexes session history into a searchable SQLite database with full-text search, enabling recall of past sessions, stored knowledge, and summaries.

youtube-api-mcp

MCP server providing tools to fetch YouTube video transcripts with metadata, supporting direct YouTube transcripts and audio transcription via multiple backends (whisper, AssemblyAI, OpenAI, Gemini).

Jokes MCP Server

A Model Context Protocol server that delivers jokes on demand, supporting different joke categories like Chuck Norris jokes and Dad jokes through Microsoft Copilot Studio and GitHub Copilot.

webpilot

A semantic terminal browser that renders web pages as structured numbered elements for LLM agents via MCP, enabling agents to navigate, interact, and extract data from any website.

Cloudinary Asset Management MCP Server

Enables AI assistants to manage Cloudinary media assets, including uploading, searching, transforming, and organizing images and videos through natural language.

rpn-mcp

An MCP server that provides tools for evaluating Reverse Polish Notation (RPN) expressions and managing a calculator stack. It supports standard arithmetic operators along with stack operations like duplicate, swap, and clear.

MCPHub

Solución de Protocolo de Contexto de Modelo Incrustable (MCP) para servicios de IA. Integra a la perfección servidores MCP con los frameworks de OpenAI Agents, LangChain y Autogen a través de una interfaz unificada. Simplifica la configuración, la instalación y la gestión de herramientas MCP en diferentes aplicaciones de IA.

MCP Server for Spotify

A spotify MCP server

OHMS

Exposes Shopify order and inventory management tools via MCP, allowing agents to fetch, update, and print orders without exposing raw Shopify credentials.

Security Infrastructure MCP Server

A comprehensive implementation of Model Context Protocol servers enabling natural language interactions with security platforms including Splunk SIEM, CrowdStrike EDR, and Microsoft MISP for threat intelligence querying and analysis.

agent-memory

Provides a local markdown-based memory system for coding agents through MCP, enabling search, add, register, inventory, sync, and ingest operations across user and project memory. It gives any agent tool a durable, provider-agnostic shared memory stored in folders you own.

Mi Fitness Data Bridge

Provides local MCP tools to query your own Xiaomi Mi Fitness health data (sleep, workouts, heart rate, etc.) stored in a local SQLite database, enabling AI assistants to access personal health records without exposing credentials.

dcc-mcp-blender

Enables AI clients to control Blender's 3D workflow via an embedded MCP server.

BugForge

AI-powered QA defect reporting MCP server that generates Jira-ready defect reports with business context, reproduction steps, and priority from test scenarios and error details.

foodnear-me

MCP server for AI-native restaurant discovery with three-tier search (verified, menu_indexed, discovered), Menu Protocol menus, and structured menu validation.

Flutter Analysis Engine (MCP)

Local-first MCP server providing deterministic Flutter/Dart static analysis, knowledge search, and project review with structured insights and confidence-based findings over an indexed SQLite store of official repositories.

MCP 学习项目⚡

The most accurate and natural-sounding translation of "个人学习MCP" depends on the context. Here are a few options, with explanations: * **Estudio individual para la certificación MCP:** This is a very literal translation and is generally a good option. It emphasizes the individual nature of the study and the goal of achieving MCP certification. * **Autoestudio para la certificación MCP:** "Autoestudio" is a more concise and common way to say "self-study" in Spanish. * **Preparación individual para el MCP:** This focuses on the preparation aspect, implying the person is getting ready for the MCP exam. * **Estudio por mi cuenta para el MCP:** This emphasizes that the person is studying independently, "on their own." **Recommendation:** I would recommend **Autoestudio para la certificación MCP** or **Estudio individual para la certificación MCP** as the most common and clear translations. Therefore, the best translation is: **Autoestudio para la certificación MCP**

borsdata-mcp-server

MCP server that exposes the Borsdata financial data API as tools and resources for Claude, covering Nordic and Global stocks, financial reports, KPIs, stock prices, holdings, and calendars.

Python MCP Server Examples

A collection of Python-based Model Context Protocol servers that extend AI assistant capabilities with tools for calculations, AWS services (S3 and RDS), and PostgreSQL database operations.

mcp-localization-engine

An MCP server that provides comprehensive localization data for 174 locales, enabling AI agents to generate culturally-adapted multilingual content.

Flask-MCP-Plus

Flask-MCP-Plus enables developers to create MCP servers using Flask, with support for defining tools, resources, and prompts with automatic schema generation and type safety.

iTerm MCP

Controls iTerm2 terminal sessions with multi-pane support, allowing parallel command execution, session management, and role-based access for AI orchestration.

McpEye 智守

A Linux server inspection MCP system that allows managing servers via web backend, performing SSH-based health checks, and querying server status through natural language.

UE5 MCP Server

Bridges AI assistants to Unreal Engine 5 editor, enabling direct manipulation of levels, actors, Blueprints, and Animation Blueprints through natural language commands.