Discover Awesome MCP Servers

Ultralytics MCP Server

A Model Context Protocol compliant server that provides RESTful API access to Ultralytics YOLO operations for computer vision tasks including training, validation, prediction, export, tracking, and benchmarking.

py-mcp-server-template

A template for creating custom MCP servers in Python using uv, with integration instructions for Claude Desktop or Cursor.

preset-mcp

MCP server for Preset (managed Apache Superset). Manage dashboards, charts, and datasets from Claude Code and other LLM agents.

POEditor MCP Server

Enables comprehensive translation management through POEditor's API with project, language, term, and translation operations. Includes automation scripts for reporting, monitoring, AI-powered suggestions, and multi-format exports.

Kiwoom API MCP Server

Provides tools to search and retrieve detailed documentation for the Kiwoom REST API, including parameters, categories, and code examples. It enables LLMs to generate request snippets in multiple programming languages to facilitate financial trading API integration.

Vibe Blocks MCP

Connects Roblox Studio to AI coding editors via the Model Context Protocol, allowing AI agents to understand and interact with live Roblox Studio sessions through scene manipulation, scripting, and optional Roblox Open Cloud API integration.

mcp-infoblox

An MCP server that provides AI assistants with full access to Infoblox NIOS for managing DNS records, DHCP reservations, and IPAM through the WAPI REST API. It supports 35 tools for network discovery, record lifecycle management, and grid infrastructure status.

Sunex Optics MCP Server

Enables AI assistants to search Sunex's lens and imager catalog using natural language queries. It provides tools for finding compatible lenses, sensor specifications, and product details through a public Model Context Protocol server.

remix-mcp

A Rust MCP server that enables AI assistants to control Ableton Live via OSC, offering 266 tools for transport, tracks, clips, scenes, devices, and more.

Mcp Server Mas Sequential Thinking

mcp-server-mas-sequential-thinking 是一个专注于改进多智能体系统中决策过程的项目。它实现了序贯推理技术，以增强智能体在各种场景中的协作和效率。

homebutler

All-in-one homelab management MCP server. Docker monitoring, volume backup/restore (with compose and env files), Wake-on-LAN, network scanning, and multi-server SSH management.

MCP Snowflake Reader

一个模型上下文协议（MCP）服务器，提供对 Snowflake 数据库的安全只读访问。允许大型语言模型（LLM）安全地查询表和描述模式，而无需写入权限。使用 Python 和官方 Snowflake SDK 构建。

leximo-ai-call-assistant-mcp-server

An MCP server that lets you schedule AI phone calls and manage Leximo assignments directly from Claude Desktop or Claude Code.

Adaptive LLM Gateway

Exposes an OpenAI- and Anthropic-compatible HTTP, SSE, and stdio gateway that wraps multiple subscription CLIs, adding prompt-injection defense, PII redaction, cost-aware routing, and reasoning-trace capture for MCP-compatible clients like Claude Desktop and Cursor.

hummingbot-mcp

Enables Claude and Gemini CLI to interact with Hummingbot for automated cryptocurrency trading across multiple exchanges.

AWP MCP Server

Provides tools for AI assistants to access the Agent Web Protocol (AWP) specification, validate agent.json files, and generate protocol-compliant configurations. It enables developers to integrate the AWP standard into their websites through natural language prompts and automated validation.

Twilio MCP Server (Docker Edition with Auth Token Support)

Enables interaction with Twilio API services including messaging, voice, and Studio flows through Docker deployment. Supports both API Key and Auth Token authentication for managing calls, messages, phone numbers, and automation workflows.

pi-codemode-mcp

An MCP extension that allows coding agents to manage and compose MCP tools by executing JavaScript in a sandboxed environment. It features tools for listing available MCP capabilities and a management command for handling authentication and tool policies.

io.github.CSOAI-ORG/tax-calculator-ai-mcp

Calculate income tax (UK/US brackets), EU VAT, UK corporation tax, and capital gains tax. Provides estimates only - not professional tax advice.

ha-dev-tools-mcp

Comprehensive development tools for Home Assistant, enabling file management, template testing, entity/state management, service calls, log access, and system information retrieval through MCP.

Oracle SCM MCP Server by CData

This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free CData MCP Server for Oracle SCM (beta): https://www.cdata.com/download/download.aspx?sku=KSZK-V&type=beta

SceneCraft MCP

Converts plain text scripts into structured storyboards with shot breakdowns using LLMs, and optionally generates visual frames via Stable Diffusion and assembles them into vertical videos for rapid content prototyping.

dotvvm-docs-mcp

Enables AI assistants to access DotVVM UI control documentation, including listing controls and retrieving detailed docs with code samples.

portfolio-drift-mcp

Wraps portfolio-drift-agent as MCP tools, letting LLM clients audit a portfolio of projects against GitHub conversationally.

mcp-keyward

Local encrypted vault for API keys. LLMs never see your real keys — the server injects them transparently into HTTP requests.

Scrapi MCP Server

MCP server that converts URLs to clean Markdown/Text for LLM agents.

MCP Server LeetCode

镜子 (jìng zi)

MikroTik MCP Server

Enables management of MikroTik routers running RouterOS 6 and 7 via SSH, Telnet, or API with automatic command adaptation. Provides over 46 MCP tools for device management, firewall, DHCP, VPN, configuration profiles, and more.