发现优秀的 MCP 服务器

openllmc

Unified MCP server exposing the full OpenLLM gateway API (one tool per operation), semantic code/docs search, and cross-session memory.

MCP Replicate FLUX

一个模型上下文协议（Model Context Protocol）服务器，它使用 Replicate 的 FLUX 模型生成图像，并将图像存储在 Cloudflare R2 中。这允许用户通过简单的提示词创建图像，并获取可访问的 URL。 Or, a slightly more formal translation: 一个模型上下文协议（Model Context Protocol）服务器，该服务器利用 Replicate 的 FLUX 模型生成图像，并将生成的图像存储至 Cloudflare R2。用户可以通过简单的提示语创建图像，并获取可访问的 URL 链接。

sftp-mcp

Provides a browsable, mutable SFTP filesystem for AI agents, supporting file operations like listing, uploading, downloading, moving, and deleting.

token-saver

MCP plugin that alerts you when AI token usage is wasteful. Fires warnings, errors, and alerts on large outputs, verbose logs, and repetitive history, auto-suppressing noise to keep your context lean.

chrome-devtools-mcp

Enables AI to interact with Chrome DevTools Protocol to inspect and debug live web pages, including DOM, styles, console logs, and network requests.

jamf-mcp

Enables natural language interaction with Jamf Pro, Jamf Protect, and Jamf Security Cloud, allowing users to manage devices, security alerts, and configurations through Claude Desktop.

Hacker News MCP Server

Enables access to Hacker News data including top stories, new stories, specific story details, and search functionality. Integrates with Poke to provide Hacker News content through natural language interactions.

postforme-mcp-pro

MCP server for the Post for Me API, enabling publishing, scheduling, editing, deleting, and analyzing social media posts across 9 platforms from any MCP client.

Agents Registry MCP Server

Enables AI agents to discover each other and communicate through cryptographically verified messaging and secure inbox management via the Agents Registry. It provides tools for Ed25519-based identity authentication, message signing, and agent discovery across domains.

spring-ai-playground

Spring AI Playground is a self-hosted web UI platform for building low-code tools and dynamically exposing them via built-in MCP server for AI agents.

Multichat MCP Server

一个服务器，可以同时与多个基于 Unichat 的 MCP 服务器进行通信，允许用户查询不同的语言模型，并将它们的响应组合起来，以获得更全面的结果。

android-mcp-server

21-tool Android device control via ADB — screenshots with compression, UI tree inspection, touch automation, logcat, and compound actions like tap-and-wait.

visual-inspector-mcp

An MCP server that enables AI assistants to visually inspect and interact with rendered web pages via a persistent headless Chromium browser, supporting navigation, screenshots, clicks, viewport resizing, and console log retrieval.

MariaDB MCP Server

A read-only MCP Server that acts as an interface between a MariaDB database and Open-WebUI. It allows only read-only queries and blocks all write operations.

agent-web-search-mcp

Enables MCP-compatible agents to perform web searches via the agent-web-search engine, returning ranked results with sources.

Opentrons MCP Server

A server that provides both comprehensive API documentation and direct robot control capabilities for Opentrons Flex and OT-2 robots, enabling users to manage protocols, control runs, and monitor robot health through natural language.

obsidian-mcp-server

Provides tools for searching and reading Obsidian notes, creating flashcards, generating summaries, and planning study schedules via the MCP protocol.

mcp-secure-server-giulia-ai

Secure MCP server with API-key authentication, bcrypt-hashed keys, and SQLite storage. It protects tools like user listing and secure greetings, requiring a valid environment-set key.

shopify-mcp-server

Exposes Shopify Admin API as typed MCP tools for inventory, orders, revenue, and more, enabling Discord-based store management via AI agents.

aimem

A local-first MCP server that gives AI coding assistants persistent, project-scoped memory across sessions, storing facts and decisions in a SQLite database under .aimem/ and exposing tools for searching, storing, and conflict-resolving memories.

anki-mcp

Enables reading and writing to your local Anki collection through AnkiConnect, allowing creation, update, and search of notes and decks from MCP clients like Claude Desktop.

gho-mcp

A Model Context Protocol (MCP) server that gives AI assistants direct access to the World Health Organization's Global Health Observatory (GHO) for comparative health systems research.

NEAR MCP Server

The NEAR MCP Server enables AI agents to interact with the NEAR Protocol blockchain, providing smart contract interaction, transaction handling, and event listening with AI-driven processing.

verantis-mcp

Enables agents to search a verified directory of machine-payable services, inspect service and wallet reputation, and get pre-payment checks before spending.

Freshdesk MCP server

将 AI 模型与 Freshdesk 集成，以实现支持运营的自动化。通过 Freshdesk API 无缝创建、更新和管理支持工单。通过自动化的工单管理和 AI 驱动的交互，增强您的客户支持体验。

FoodDash

An MCP server and app that enables users to browse restaurants, view menus, manage shopping carts, and place food orders with live status tracking. It serves as a reference implementation for MCP Apps SDK patterns like tool visibility, lifecycle hooks, and structured content.

TalkGuard (톡가드)

A Korean-centric MCP server that detects promise and schedule conflicts before sending messages, enabling users to review message drafts against stored commitments and conversation context.

micompress-mcp

An MCP server that lets AI agents compress images, PDFs, video, audio, documents, and archives, writing the smaller versions back to disk via the MiCompress service.

toyMCP To-Do List Server

这是一个简单的示例服务器，它使用模型上下文协议 (MCP) 的概念实现了一个待办事项列表的 CRUD API，特别是使用基于 HTTP 的 JSON-RPC 2.0。它使用 Node.js、Express 和 PostgreSQL（通过 Docker）进行持久化。

bangumi-mcp

MCP server for Bangumi that queries collections, marks anime as watching/watched, and updates per-episode progress via official API, with secure token handling.