Discover Awesome MCP Servers

Python MCP Server

A demonstration MCP server built with fastmcp that provides basic utility tools including number addition and greeting functionality. Integrates with Gemini CLI to enable natural language interaction with simple mathematical and greeting operations.

Command-Line MCP Server

允许人工智能助手通过一个具有全面安全功能的受控界面，安全地执行常见的 Unix/macOS 终端命令。

AgentWatch

A terminal live-tail and a browser dashboard — one process, one event stream, served from localhost. Unified timeline across Claude Code, Codex, Gemini CLI, Cursor, Hermes, and OpenClaw. Token + cost accounting, compaction + anomaly detection, hybrid search, SVG call graphs, monaco-style diff attribution, agent-aware replay ("what would the agent say if I edited the prompt?"), policy editor, MCP s

code-smell-detection-mcp

Enables static analysis and code smell detection by connecting to an external analysis API.

MCP Gatekeeper

Enables users to validate MCP servers, skills, extensions, and packages for schema, security, functional, and semantic quality directly from their MCP client.

Eclincher

Publish, schedule, moderate your social inbox, and pull analytics across every major network directly from any AI assistant, via Eclincher.

momentum-mcp

A quantitative trading analysis server that enables AI agents to screen stocks, analyze technical indicators, and generate professional candlestick charts. It also provides tools for aggregating financial news and extracting full article text for deep research.

AWS SES MCP Server

Sends emails using AWS Simple Email Service (SES) with support for HTML/plain text, CC, and BCC from any MCP client.

pc-control-agent

This MCP server enables an AI agent to control a Windows PC through human-like interactions such as screen capture, OCR, mouse, keyboard, and navigation, without using shortcut APIs.

Ploomes MCP Server

Connects AI assistants to the Ploomes CRM, exposing 153 tools for CRUD operations on entities, pipeline and field configuration, CPQ proposal models, automations, and webhooks.

Git Worktrees for ZCode

Manages isolated Git worktrees for each ZCode thread, enabling safe parallel development with automatic setup, snapshot-based removal, PR review, and background agent orchestration.

Escalidrau MCP Server

MCP server for Escalidrau, a collaborative macOS whiteboard. Lets AI agents read, draw, edit, rearrange, and export diagrams on a shared canvas in real time.

Shopware Admin MCP Server

Enables AI assistants to manage Shopware e-commerce data through the Admin API, including products, categories, sales channels, orders, themes, and media.

ERPNext MCP Server

Enables AI assistants to interact with ERPNext data and functionality through the Model Context Protocol, including document CRUD, report running, and API method calls.

nyc-property-intel

MCP server for NYC real estate due diligence. Lets Claude query 22+ NYC public-record databases — DOB/HPD/ECB violations, ACRIS deeds, DOF sales, 311 complaints, FDNY incidents, NYPD complaints, marshal evictions, PLUTO, rent stabilization — in plain English.

explee-mcp

MCP server wrapping the Explee B2B data API, enabling AI agents to search companies and people, enrich contact data, run AI agents, and manage deduplication lists.

XFMS

Enables users to select the optimal LLM for their specific task by aggregating benchmark data and user intent, returning a ranked shortlist with plain-English rationale.

Getting Started with Remote MCP Servers using Azure Functions (Python)

MCP 服务器示例旅行伙伴应用，托管于 Azure 容器应用上的 Azure Functions 和 MCP 扩展。 (MCP fúwùqì shìlì lǚxíng huǒbàn yìngyòng, tuōguǎn yú Azure róngqì yìngyòng shàng de Azure Functions hé MCP kuòzhǎn.)

mcsm-mcp

Enables management of Minecraft servers through the MCSManager panel API, including listing instances, checking status, starting/stopping/restarting/force-stopping, sending console commands, and waiting for status changes.

simple-memory-mcp

Personal memory MCP server backed by SQLite FTS5 BM25 search with temporal reranking.

Xcode MCP Server

一个模型上下文协议服务器，提供与 Xcode 相关的操作工具，从而简化 iOS 项目管理、构建、测试、归档以及将应用程序部署到模拟器和物理设备的过程。

MCP Demo Server

A stateless HTTP streaming MCP server built with Express that provides tools to read resource files (widgetResource.md and pageResource.md) and demonstrates the HTTP Streaming Transport protocol implementation.

Project Navigator MCP Server

Enables AI agents to autonomously navigate a codebase by listing directories, reading files, searching code, and running whitelisted commands.

grok-mcp

Integrates Grok AI into Claude Code to enable real-time X/Twitter search and deep analysis of social media links. It supports a dual-mode architecture featuring a browser-based free mode for SuperGrok subscribers and a cost-controlled API mode.

Xcelium MCP Server

Enables AI assistants to control Cadence Xcelium and SimVision simulators in real time for automated RTL and gate-level debugging. It provides 25 tools for signal inspection, watchpoints, binary search, and simulation state management.

Image Search MCP

MCP server for searching and retrieving stock images from Unsplash, Pexels, and Pixabay, with support for concurrent searches, normalized metadata, and image downloads.

BDNS MCP Server

Enables searching and querying Spanish public subsidies and aids using the BDNS API, with filters for region, beneficiary type, and more.

Digitakt MIDI MCP Server

Enables control of the Elektron Digitakt II drum machine through MIDI commands. Supports triggering drum sounds, adjusting parameters, switching patterns, and sending note sequences programmatically.

Cloud DLP API MCP Server

An MCP Server that enables interaction with Google Cloud's Data Loss Prevention (DLP) API, allowing users to discover, classify, and protect sensitive data through natural language commands.

Storywright MCP

A multi-agent book-writing MCP server that manages a guarded chapter pipeline (writer → editor → third-pass agents → approve) with project planning, continuity tracking, and export/diff helpers.