发现优秀的 MCP 服务器

EPICS MCP Server

Enables interaction with EPICS (Experimental Physics and Industrial Control System) process variables through natural language. Supports reading PV values, setting PV values, and retrieving detailed PV information for monitoring and controlling hardware or software parameters.

k8scortex-mcp

A production-grade MCP server providing a secure, natural-language interface to Kubernetes for developers and AI agents, with multi-cluster routing, OIDC authentication, RBAC, and audit logging.

Plane MCP Server

一个模型上下文协议（Model Context Protocol）服务器，使大型语言模型（LLM）能够与 Plane.so 交互，允许它们通过 Plane 的 API 管理项目和问题，从而简化项目管理工作流程。

zesarux-mcp

Controls the ZEsarUX ZX Spectrum emulator via ZRCP protocol for debugging, memory operations, tape/disk loading, and more.

Trello MCP Server with Python

一个强大的 MCP 服务器，用于通过 AI 主机与 Trello 看板、列表和卡片进行交互。

financial-evidence

Enables MCP clients to list research topics, route queries across money-market, capital-market, bank-risk, market-liquidity, and China-economy domains, and fetch read-only structured results from bounded public evidence without requiring an account or API key.

Reddit MCP

一个即插即用的 MCP 服务器，它使 AI 助手能够通过 PRAW 库浏览、搜索和阅读 Reddit 内容。

mnemo

Enables AI agents to have persistent, self-managing memory with bi-temporal supersession, timely forgetting, and recall under a limited context window, using MCP protocol.

Shopify Liquid MCP Server

Provides instant, offline access to complete Shopify Liquid documentation (198 docs covering tags, filters, and objects) for AI assistants to help with theme development and Liquid templating.

Model Context Protocol Servers in Quarkus/Java

镜子 (jìng zi)

ocm-mcp

Enables management of Red Hat OpenShift clusters through the OpenShift Cluster Manager API, allowing users to interact with cluster resources using natural language.

global-entry-scanner

MCP server to scan for open Global Entry / NEXUS appointment slots and get notified via email, Slack, or Discord.

RegistrumMCP

UK Companies House API- Query live UK company data via the Registrum API. Tools for company search, enriched profiles, iXBRL financials (P\&L + balance sheet), director history, and corporate network mapping via shared director connections.

cobra-mcp

MCP server for SRI electronic invoicing in Ecuador, enabling AI agents to emit invoices, credit notes, retention documents, and more via natural language through the Cobra API.

MCP Framework

A middleware system that connects large language models (LLMs) with various tool services through an OpenAI-compatible API, enabling enhanced AI assistant capabilities with features like file operations, web browsing, and database management.

mcptools

An MCP server providing built-in system info and nmap network scanning tools, with a registration system for adding custom tools.

Support Ticket Triage MCP

A local MCP server for governed support-ticket triage that reads synthetic tickets and knowledge articles, prepares evidence-backed recommendations, and records local audit events.

Fetchium

Fetchium — token-efficient web retrieval for AI agents

Gmail MCP Connector

Enables reading, searching, sending, and drafting Gmail emails via MCP tools, with support for multiple accounts and background notifications.

bybit-mcp-server

Enables AI assistants to interact with the Bybit cryptocurrency exchange via the V5 API, supporting market data, trading, and account management with both local and remote OAuth-authenticated connections.

MCP Server Foundation Template

A customizable, production-ready template for building Model Context Protocol servers with dual transport support (stdio and HTTP), TypeScript, Docker support, and extensible architecture for tools, resources, and prompts.

TxtAi Memory Vector Server

使用 TxtAI 实现的用于语义搜索和内存管理的模型上下文协议 (MCP) 服务器。 该服务器提供了一个强大的 API，用于存储、检索和管理具有语义搜索功能的基于文本的记忆。 你也可以使用 Claude 和 Cline AI。

Plain English

Enables users to paste contracts, leases, terms of service, and other documents to receive a plain-English summary of key risks, deadlines, rights, and negotiation points.

MCP Server useful tools

MCP 服务器实用工具，Spring AI MCP，天气 MCP，股票 MCP，天气工具，股票工具。

Rosh MCP Server

Enables AI to create and publish interactive web apps, games, and 3D scenes using Rosh, a plain-English programming language. It supports compilation to HTML5 canvas, Phaser, or Three.js.

Frontal MCP Server

Enables management of GitHub workflows, issue templates, and repository configuration for the Frontal MCP Server project through CI/CD pipelines and security automation.

nws-mcp-server

MCP server that integrates the National Weather Service API to fetch weather alerts for US states and forecasts for coordinates.

Max MCP Server

Enables to fetch and update workspace profile settings for the Digital Crew Max AI sales agent via MCP tools.

Cumulocity MCP Server

一个基于 Python 的服务器，通过 MCP（模型控制协议）接口提供 Cumulocity IoT 平台的功能。