发现优秀的 MCP 服务器

goop-shield

MCP server that provides runtime defense for AI agents, protecting against prompt injection, data exfiltration, and other adversarial attacks through a ranked pipeline of up to 36 inline defenses and 3 output scanners.

pdf-navigator-mcp

Provides PDF reading, text search, navigation, and form filling capabilities through MCP, with cross-platform PDF viewer integration for seamless document interaction.

mcp-server-email

Multi-account IMAP/SMTP email MCP server with 22 tools — read, send, search, organize, thread, attachments, and batch operations. Features connection pooling, rate limiting, retry with backoff, and OAuth2 device-code flow. Written in Go.

Plex-MCP

Enables full management of a Plex Media Server via Claude, including browsing libraries, fixing metadata, managing collections, and more.

Malaysia Prayer Time MCP Server

一个 MCP 服务器，通过 Claude Desktop 提供对马来西亚祈祷时间数据的访问，使用户能够检索特定区域的祈祷时间、列出可用的祈祷区域以及检查当前的祈祷时间状态。

WEATHGARDS

Exposes MCP tools that enable remote LLMs to query local Docker containers, OS processes, and system services in real time.

gitlab mcp

GitLab MCP 可以翻译成： * **GitLab 多集群平台 (Duō Jí Qún Píngtái)** - This is a more literal translation and emphasizes the "multi-cluster" aspect. * **GitLab 多集群管理平台 (Duō Jí Qún Guǎnlǐ Píngtái)** - This translation adds "management" to clarify the platform's function. The best translation depends on the context. If the focus is simply on the fact that GitLab supports multiple clusters, the first option is sufficient. If the focus is on the management capabilities of the platform, the second option is better.

Notes MCP Server

Enables Claude to read and analyze notes from the macOS Notes app, with configurable access control via allowlist/denylist modes.

MCP Memory Server

A persistent local vector memory server that allows users to store and search project-specific context using LanceDB and local embeddings. It enables MCP-compliant editors to maintain long-term memory across different projects without requiring external API keys.

agent-wiki

An MCP server that enables AI agents to compile, refine, and interlink knowledge into a persistent wiki, replacing RAG with structured, curated knowledge.

Anki MCP Server

Server that enables programmatic interaction with Anki through the Model Context Protocol, allowing users to manage flashcards, decks, and review processes.

hasdata-mcp

Direct access to 40+ scraping and search tools. Extract structured data from Google (Search, Maps, Trends), Amazon, Airbnb, Social Media, and any web page directly into your AI agent.

Robot Framework MCP Server

A Model Context Protocol server that enables generating and managing Robot Framework test automation with SeleniumLibrary, including test case generation, page object models, and advanced web testing capabilities.

P6XER MCP Server

MCP server for parsing, querying, and analyzing Primavera P6 XER files with 13 tools, 3 resources, and 2 prompts.

MCP Server for Cappt

A Model Context Protocol server that allows generating outlines and presentations with cappt.cc, featuring tools for creating presentations from outlines and prompts for generating standard outlines.

Claude Research Gateway

An MCP server that enables Claude to access paywalled scientific papers through your institutional login (Shibboleth/SAML SSO, EZProxy).

kartverket-mcp

MCP server that wraps Kartverket's open APIs for Norwegian geographic data including place names, addresses, elevation, municipalities, properties, statistical districts, and building points. Requires no authentication.

reaper-daw-mcp-server

Enables AI-powered music production by integrating with REAPER DAW via MCP protocol, allowing users to control project settings, MIDI editing, and VST plugins through natural language.

MCP-MSGraph

一个原型 MCP 服务器，从 Microsoft Graph 读取用户配置文件。

PostgreSQL MCP Server

提供对 PostgreSQL 数据库的只读访问，使用户能够通过模型上下文协议服务器检查数据库模式并执行只读查询。

TeamSnap MCP Server

Connects Claude to TeamSnap accounts to access teams, rosters, events, and availability data. Supports OAuth 2.0 authentication with optional AWS serverless deployment for permanent HTTPS callback URLs.

Mattermost MCP Server

A Model Context Protocol server that enables Claude to interact with Mattermost instances, supporting post management, channel operations, user management, and reaction management.

AddressPenny MCP Server

An MCP server for AddressPenny address validation that enables users to validate postal addresses, bulk-clean address lists, and extract addresses from unstructured text through Claude Desktop, Cursor, and other MCP-compatible agents.

Shopee Agentic MCP Server

Connects AI agents to the Shopee platform for real-time product searches and category mapping via the Affiliate and Seller Center APIs. It enables users to filter products by keyword, category, and commission rates directly through natural language.

clawsfund-mcp

Enables AI assistants to search campaigns, view agent profiles, and build funding transactions on the Clawsfund Solana crowdfunding platform.

🚀 OpenCV MCP Server

OpenCV MCP 服务器通过模型上下文协议 (MCP) 提供 OpenCV 的图像和视频处理能力。它让您能够使用强大的计算机视觉工具，执行从基本图像处理到高级对象检测和跟踪等各种任务。

claude-mux.mcp

Gives Claude Code terminal control and multi-agent coordination through tmux sessions.

Redis Cloud API MCP Server

Redis Cloud API MCP 服务器为 Redis Cloud 的 API 提供了一个 MCP 服务器，允许您使用自然语言管理您的 Redis Cloud 资源。

DeepL MCP Server

一个模型上下文协议（Model Context Protocol）服务器，提供 DeepL 翻译功能，允许 AI 助手通过 DeepL API 在支持的语言之间翻译文本。