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mcp-k8s-manager

crtdaniele

Un MCP server per la gestione di cluster Kubernetes su AKS (Azure Kubernetes Service), utilizzabile da Claude Desktop. Offre strumenti per eseguire comandi `kubectl` e `kubectx` direttamente da un'interfaccia conversazionale.

4Cloud & Infrastructure

Go-MCP-File-Server

linimbus

4Other

MCP File System Server

kvas-it

MCP server providing basic file system operations. Supports navigation, reading, writing, and analyzing files.

4Files & Storage

🏦 FDIC BankFind MCP Server 🤠💻

clafollett

MCP Server to wrap the FDIC Bank Find API

4Finance & Commerce

decoupler-MCP

scmcphub

MCP server for biological activities analysis using decoupler

4Other

Agent.ai MCP Server

OnStartups

4AI & Agents

mcp-gitlab-server

kopiloto

4Version Control

Omni Context

guo6x

🧠 全域主动智能 AI 记忆操作系统 | 全栈 Cyberpunk Glassmorphism 设计 | 融合 GraphRAG 与向量检索的“第二大脑” (v3.0 Production Ready)

4Memory & Knowledge

🧠 NexusMind

SaptaDey

Next-Generation AI Reasoning Framework for Scientific Research

4Other

Stock MCP Server

YongYangLi

A MCP server for real-time stock quotes, using Model Context Protocol (MCP).

4Finance & Commerce

Agent Toolbox

Vincentwei1021

4AI & Agents

mcp-ssh-toolkit-py

VitalyMalakanov

mcp-ssh-toolkit-py is a powerful MCP server for secure SSH command execution via Model Context Protocol.

4Developer Tools

MCP Image Generator

GMKR

MCP Server for Generating images

4Developer Tools

Bookworm

dcdpr

MCP server for Rust documentation

4Other

MySQL MCP Server

kaulvimal

MCP Server for MySQL

4Databases

Restate operations MCP server

pcholakov

Restate Admin MCP server

4Other

What is Model Context Protocol (MCP)?

Abhi5h3k

A lightweight Model Context Protocol (MCP) server that enables your LLM to validate email addresses. This tool checks email format, domain validity, and deliverability using the AbstractAPI Email Validation API. Perfect for integrating email validation into AI applications like C

4Communication

Videoindexer Mcp

benbakhar

MCP server for using the Azure AI Video Indexer API

4Other

🚀 Aider-MCP: AI Coding Server with Universal Auto-Detection

jacv888

Aider-MCP-Upgraded is a production-grade multi-agent AI coding system that combines Desktop Commander (DC) investigation capabilities with Aider's implementation power. Features 70%+ token reduction, modular architecture, and intelligent workflow automation through strategic agen

4Reasoning

Simple_dart_mcp_server

nmfisher

A very simple Model Context Protocol server implementation in Dart

4Other

通用数据库 MCP 服务器

xiaoshi7915

一个通用数据库 MCP服务器,支持连接到各种关系型数据库系统并提供数据库结构信息和执行只读 SQL 查询

4Databases

MCP Server Cookiecutter Template

shubhamgupta-dat

Easy Manageable Way to create your own MCP Server

4Developer Tools

Ghibli Mcp Video Server

MichaelYangjson

4Media & Design

Prereason

PreReason

MCP server for PreReason, the Context API for financial agents. 17 pre-reasoned market briefings with trend signals, regime classification, confidence scores, and cross-asset correlations.

4Finance & Commerce

Pharmaceutical Benefits Scheme (PBS) MCP AI Enabled API Server

matthewdcage

Australian Pharmaceutical Benefits Scheme PBS API Server using Anthropic MCP with natural language LLM integration

4Developer Tools

4o-image MCP Server

Antipas

An MCP server implementation that integrates with 4o-image API, enabling LLMs and other AI systems to generate and edit images through a standardized protocol. Create high-quality art, 3D characters, and custom images using simple text prompts.

4Media & Design

MCP Desktop DVR

Randroids-Dojo

MCP server for desktop video capture and analysis on macOS

4Productivity

YouTube Insights MCP Server

dabidstudio

4Media & Design

mcp_news

marioluciofjr

Repositório com um MCP-Server que traz um resumo de notícias, mas só se tiver a senha correta da tool

4Other

Mcp_

Eric8900

MCP Servers, in one place

4Other

prometheus-mcp-server

yshngg

A Prometheus Model Context Protocol Server.

4Developer Tools

Brex MCP Server

crazyrabbitLTC

A MCP server for interacting with Brex expense tracking platform

4Other

Todoist MCP Server

miottid

Augment LLMs with Todoist features

4Productivity

Worker17

kortexa-ai

An MCP server to monitor workers productivity and fire them as needed.

4Other

Devto MCP server

extinctsion

MCP server written in python for dev.to

4Other

百鸽(ygocdb.com) MCP Server

lieyanqzu

用于与游戏王中文卡查百鸽(ygocdb.com)API交互的MCP服务端

4Other

OpenAPI to MCP Server Converter

zxypro1

A tool for automatically converting OpenAPI into Model Context Protocol (MCP) Server instance

4Other

MCP Hosting in TEE

tolak

MCP servers hosting in Phala Cloud

4Other

MCP Server ODBC via PyODBC

OpenLinkSoftware

A simple MCP ODBC server using FastAPI, ODBC and PyODBC.

4Other

mcp-spine

SolarisNeko

mcp server for generate spine animation 2D for game. and it work success.

4Other

Processing MCP Server

twelve2five

4Other

Confluence MCP Server Example

BootcampToProd

A Spring Boot AI-powered Model Context Protocol Server for interacting with Confluence Cloud

4Memory & Knowledge

Serial-MCP

PaDev1

MCP server allowing Agents to talk to devices connected to serial port of the computer. Tested only with MAC atm.

4Other

Tavily Search MCP Server

apappascs

An MCP server implementation that integrates the Tavily Search API, providing optimized search capabilities for LLMs.

4Search

🤖 MCPServe by @ryaneggz

ryaneggz

🔌🔄 Simple MCP Server Deployment

4Other

ig-download-mcp-server

handoing

MCP service for downloading Instagram videos

4Other

天气信息与多源工具集成系统

haichaozheng

mcp server and langgraph mcp adapeters

4Media & Design

Ntropy MCP server

ntropy-network

MCP server for enriching banking data using the Ntropy API

4Other

MCP Waifu Chat Server

waifuai

FastMCP server for conversational AI waifu with user management, dialog CRUD (get/set/reset), OpenRouter API integration, SQLite persistence, and modular extension architecture.

4AI & Agents

mdshare — Free Markdown Sharing with MCP

urbanmorph

Share and collaborate on local markdown files via shareable links

4Other

Jira MCP Server

fkesheh

An MCP server compatible with Jira V2 and V3 api and custom fields

4Version Control

Covid Mcp Server

aarushkx

MCP server for fetching real-time COVID-19 data by country

4Other

TickTick MCP Server

shidhincr

A Model Context Protocol (MCP) server for TickTick task management application

4Other

groundlight-mcp-server

groundlight

MCP Server for Groundlight

4Other

Tiangong AI MCP

linancn

4Other

Mcp Speak

fellowgeek

Speak MCP Server for MacOS

4Productivity

Business Central MCP Server

vanachterjacob

An attempt at creating a BC MCP server

4Other

OLETools Secure MCP Server

pradeep895

Secure MCP server for analyzing Excel files with oletools

4Other

ORKL MCP Server

heiths

MCP server for ORKL Threat Intelligence Library

4Other

Composer

OliverGrabner

🔌MCP server that gives AI coding agents a visual architecture canvas

4Other

Frequently asked questions

Common questions about MCP servers, tools, and integrations

1

What is an MCP server?

An MCP server is a program built on the Model Context Protocol that wraps a tool, data source, or API — like file access, a database, or web search — into a capability an AI assistant can discover and call.

2

How do I install an MCP server?

Every server's detail page includes ready-to-paste config snippets for Claude Desktop, Cursor, VS Code, and other common clients — most installs take just a couple of minutes.

3

Are MCP servers free to use?

Most servers listed here are free and open source. Some wrap third-party APIs (cloud services, paid data providers, etc.) that require your own API key or subscription.

4

What is the difference between local and remote MCP servers?

A local MCP server runs on your device and usually connects over stdio, giving you more direct control over data but requiring a runtime and installation. A remote MCP server is hosted by a provider and connects over HTTP, making setup easier while adding network and provider availability dependencies.

5

Which AI clients can connect to MCP servers?

Claude Desktop, Claude Code, Cursor, VS Code, Codex, and other AI clients that support the Model Context Protocol can connect to MCP servers. Configuration formats and supported transports vary by client.

6

How can I evaluate whether an MCP server is safe and reliable?

Review the source repository, maintenance activity, dependencies, requested permissions, and data-handling documentation before installation, and prefer official or trusted maintainers. Use least-privilege credentials for sensitive access such as files, databases, shells, and production systems.