发现优秀的 MCP 服务器

Feishu MCP Server

Enables interaction with Feishu (Lark) multidimensional tables (Bitable) through MCP tools, supporting operations like creating/updating/querying records, batch operations, and application management with automatic token refresh.

Fabric MCP Server

Provides access to 227+ expert-crafted Fabric AI patterns for tasks like summarizing, analyzing, and extracting wisdom, all through Claude Desktop with no API keys needed.

ParrotScribe MCP Server

Enables AI agents to interact with the ParrotScribe transcription service on macOS, providing tools to start/stop transcription, retrieve real-time and historical transcripts, and search across sessions.

Real Browser MCP

Enables browser automation over MCP using a real Chrome browser with existing profile, supporting real tabs, downloads, cookies, and RPA workflows.

Dify Workflow MCP Tool Server

通过模型上下文协议，实现 Claude AI 和 Dify 工作流之间的无缝集成，使 Claude 能够通过自然语言动态访问和执行 Dify 工作流操作。

omnifocus-mcp

Enables AI assistants to read and write to OmniFocus database, allowing natural language task management, project creation, and GTD workflows.

Anybox MCP Server

Enables interaction with Anybox bookmark manager on macOS, allowing users to search, save, and organize bookmarks with tags and folders through natural language.

Google Ads MCP

Enables AI agents to manage Google Ads campaigns (Search and UAC) through natural language, with read tools always available and guarded write operations for budgets, campaigns, ad groups, and keywords.

Code Sandbox MCP 🐳

一个 MCP 服务器，用于创建安全的代码沙箱环境，以便在 Docker 容器中执行代码。该 MCP 服务器为 AI 应用程序提供了一个安全且隔离的环境来运行代码，同时通过容器化来维护安全性。

deepseek-vision-mcp

MCP server that gives DeepSeek and other clients vision capabilities by routing images to open-source multimodal models, returning structured specifications or answers. Supports CLI and MCP tools for design analysis and general image Q&A.

marketing-page-quality-gate

An MCP server that deterministically scores landing pages on conversion-critical signals and blocks ad spend on low-quality pages to prevent wasted budget.

Email MCP Server

Enables interaction with email servers through IMAP protocol for managing emails, folders, and messages. Supports operations like listing folders, retrieving messages, searching, moving, deleting, and managing flags with type-safe validation.

groundcheck-mcp

MCP server for grounding verification (exact quotes, citations, code output, repo patterns, arithmetic) using no LLM in the verification path.

RedisNexus

RedisNexus is an AI-powered operations intelligence platform that provides 16 enterprise-grade tools for managing Redis data, health monitoring, and cache strategy. It enables AI assistants to perform secure, multi-tenant Redis operations and real-time intelligence analysis within production-ready Kubernetes environments.

simple-mcp-server

A simple MCP server demo providing 5 basic tools for time, calculations, string operations, UUID generation, and tool listing, built with functional programming principles.

Shumi AI

Shumi is a mechanical trading intelligence platform designed for the crypto market. It combines market trends, funding data, user sentiment, and contract resolution into a single research workflow.

Weibo MCP Server

一个用于抓取微博的模型上下文协议（Model Context Protocol, MCP）服务器，提供搜索用户、检索详细用户资料和获取用户动态等工具。

openkb-mcp

Exposes local OpenKB knowledge bases to MCP clients, enabling wiki discovery, cataloging, lexical search, page reads, and optional LLM query fallback and skill generation.

Lorem Ipsum MCP Server

A Model Context Protocol server that enables image generation and retrieval from picsum.photos with customizable parameters like dimensions, filters, and output formats.

Alice MCP Server

Connect your Alice recordings and transcripts to the AI tools you already use — Claude, ChatGPT, Gemini, Grok, Perplexity, and any other MCP-compatible client. The Alice MCP Server turns your secure voice archive into a queryable knowledge base. Search across hundreds of hours of recordings, retrieve full transcripts, surface insights, and automate workflows — all with natural language.

Remote MCP Entra ID Todo

Enables comprehensive Microsoft To Do task management through Microsoft Graph API with Entra ID OAuth authentication. Supports creating, updating, and managing todo lists, tasks, reminders, and due dates through natural language.

utm-helper-mcp

MCP server for generating consistent UTM-tagged links based on an authoritative, version-controlled UTM specification.

MySQL MCP Server

A Model Context Protocol server that provides secure access to MySQL databases through SSH tunnels, enabling LLMs to inspect schemas, execute SQL queries, and manage data with configurable permissions.

mcp-newsdata

Wraps the NewsData.io global news API, enabling AI agents to access and query global news data through natural language.

memory-mcp

Persistent, searchable, versioned memory for AI agents, backed by Valkey and exposed as an MCP server over HTTP.

mcp-notifications

Enables MCP agents to send desktop notifications for completed tasks, failures, and important updates, providing visible and reliable feedback.

mem-context

Multi-modal RAG engine for AI assistants. Stores conversation history, conclusions, diffs, error traces, and other development artifacts in LanceDB with vector search, multi-factor scoring, and an LLM-driven consolidation pipeline.

Safie API MCP Server

Enables to retrieve device information, images, media, location, thumbnails, and events from the Safie API through MCP.

MCP Knowledge Assistant

A read-only MCP server that enables AI clients to search a knowledge base and retrieve complete source documents via narrow search and fetch tools.