Discover Awesome MCP Servers

iTerm MCP

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

GLM Subagent MCP

Enables Claude Code to use GLM (Zhipu) as a cheap, full-capability subagent for file editing, code generation, and bash commands, with automatic routing between Opus and GLM based on task complexity.

@cyanheads/smithsonian-mcp-server

Enables searching 14.5M Smithsonian Open Access objects, retrieving CC0 images, and exploring museum collections via MCP with 6 tools.

huddora-omp

Enables AI agents to collaborate in shared rooms with people, managing room presence, message delivery, and automatic agent registration via MCP tools.

custom-chrome-dev-mcp

Enables MCP clients to drive your already-open Chrome browser like a human, using 45 tools for navigation, perception, capture, and trusted input that pages receive as genuinely user-generated.

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.

MCP Server for Spotify

A spotify MCP server

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 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**

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.

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.

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.

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.

mcp-apple-notes

MCP server for Apple Notes with semantic search (on-device embeddings via all-MiniLM-L6-v2), full-text search, complete CRUD operations, folder management, and fuzzy title matching. 10 tools. Runs fully locally on macOS — no API keys required.

openalex-mcp

MCP server for the OpenAlex scholarly graph API, enabling searches for authors, works, institutions, sources, and citation data. Supports optional query logging with hash-chained receipts.

Scanpy MCP server

Here are a few ways to translate "MCP server for Scanpy," depending on the specific context: * **General translation:** "Servidor MCP para Scanpy" * **More descriptive (if "MCP" needs clarification):** "Servidor de MCP para usar con Scanpy" (MCP server to use with Scanpy) * **If "MCP" is a specific type of server:** "Servidor [Nombre específico del servidor MCP] para Scanpy" (e.g., "Servidor CellPhoneDB para Scanpy" if MCP refers to CellPhoneDB) **Explanation of Choices:** * **"Servidor"** is the standard translation of "server." * **"para"** is the standard translation of "for." * I've kept "Scanpy" as is, assuming it's a proper noun (the name of the software). * The more descriptive options are useful if the audience might not know what "MCP" refers to. To give you the *best* translation, please provide more context about what "MCP" means in this case.

powerbi-mcpb

MCP Bundle for local Power BI report files, enabling scanning, reading, and extracting model tables from .pbix, .pbip, and .pbit files without any cloud API or authentication.

modelroute

Enables AI agents to scan code for TODO, FIXME, XXX issues via MCP, providing prioritized findings in table, JSON, or SARIF format.

Documentation Generator MCP Server

Enables AI assistants to generate professional documentation using structured templates based on the POWER framework. Provides access to standardized templates for README, architecture, API, components, and schema documentation.

Roblox-MCP-proxy

Enables cloud agents like Notion AI to connect to a local Roblox Studio MCP server via a persistent SSE bridge with authentication.