发现优秀的 MCP 服务器

AI Agent Marketplace Index Search

支持通过关键词或类别搜索 AI 智能体，让用户能够在各个市场中发现诸如编码智能体、GUI 智能体或特定行业助手等工具。

Browser MCP Bridge

Bridges browser content, developer tools data, and web page interactions with Claude through MCP. Enables page inspection, DOM analysis, JavaScript execution, console monitoring, network activity tracking, and screenshot capture across multiple browser tabs.

mcp-server-apidebug

A standalone MCP server for API debugging, login authentication, API configuration management, and indexed API execution.

Backlink SEO

Classic SEO suites charge heavily for link indexes. This MCP gives individuals and agencies a free, automatable path to: surface pages that mention a brand (linked or not), narrow guest-post and resource-page angles, see who links to competitors, verify whether a page links to you, and pull contact signals for outreach—all orchestrated by Claude or Cursor through typed tools instead of brittle cop

Memory Palace

Persistent semantic memory for AI agents, enabling storage, semantic search, knowledge graph connections, and inter-instance messaging across conversations using local models via Ollama.

WhatsApp Business MCP Server

Enables interaction with WhatsApp Business tools and services through a unified API.

Ghost MCP

MCP server for Ghost CMS that lets Claude manage posts, pages, members, tags, and newsletters via the Ghost Admin API.

ask-user

An MCP App that enables AI agents to ask users multiple questions with tab-based navigation, multiple-choice options, multi-select support, and custom text input, all rendered inline in the conversation.

Node MCP Server

A minimal Express-based MCP server that exposes a weather tool through HTTP endpoints, demonstrating how to implement the Model Context Protocol with streamable HTTP transport.

arxiv-mcp-server

Search arXiv, fetch paper metadata, and read full-text content via MCP.

mcp-npm-tools

MCP server providing npm registry search, package details, dependency auditing, bundle size estimation, and package comparison tools for AI agents.

sahmk-mcp

Official MCP server for interacting with Saudi market data (Sahmk) via natural language queries, enabling stock quotes, company info, and market summaries inside AI agents like Cursor and Claude Desktop.

Almide MCP Server

Enables AI agents to compile, execute, and check Almide code for syntax or compilation errors. It provides tools for generating ASTs and accessing language grammar resources.

mcp-cli-exec MCP Server

一个 CLI 命令执行服务器，它能够运行 shell 命令并提供结构化的输出，包括 stdout、stderr、退出码和执行时长等详细的执行结果。

MCP NodeJS Debugger

Allows Claude to directly debug a NodeJS server by setting breakpoints, inspecting variables and stepping through code.

AI Use Cases MCP Server

A Model Context Protocol server that collects, analyzes, and manages AI use case data from various information sources with features for web scraping, data analysis, and trend identification.

Ultimate All-in-One MCP Server

A comprehensive collection of 103 tools providing capabilities for text processing, data analysis, web development, and business management in a single server. It is designed for rapid deployment to Vercel and integrates seamlessly with MCP clients like Claude and Cursor to automate diverse workflows.

BetterMCPFileServer

镜子 (jìng zi)

MCP RAG Server

一个机器对话协议（Machine Conversation Protocol, MCP）服务器，它使 AI 代理能够通过查询包含 Sui Move 语言文档的 FAISS 向量数据库来执行检索增强生成（Retrieval-Augmented Generation, RAG）。

crypto-stocks-mcp

An MCP server that tracks real-time data for major crypto-related stocks to help AI agents analyze blockchain investment opportunities.

reddit-mcp

A read-only Model Context Protocol server that enables browsing subreddits, searching within subreddits, retrieving comment trees, and looking up user activity on Reddit via natural language.

Directus MCP Server

Enables comprehensive interaction with Directus CMS including collection management, file operations, flow automation, user management, and schema analysis through natural language commands.

tracked-search

A drop-in replacement for Claude's built-in web_search tool that automatically tracks usage and provides multiple search backends.

CI Monitor MCP Server

Monitors Jenkins CI builds in real-time, fetching build status and logs on failure to provide context for AI-assisted code fixes, enhancing developer workflow.

Expense Tracker MCP Server

Enables natural language expense management with SQLite storage, allowing users to add expenses, view totals, and list all expenses through conversational commands.

Unerr

unerr is operational memory—a local runtime behind your agent's MCP enforcing shared code graphs, session memory & guardrails. No silent breakages. No context rot.

PatchPilot MCP

Security scanner for vibe coders that checks npm packages for known vulnerabilities before installation, integrating with AI coding tools like Claude Code and Cursor.

Superset MCP Server - TypeScript

Enables AI assistants to interact with Apache Superset instances programmatically, providing 45+ tools for dashboard management, chart creation, database operations, SQL execution, and complete Superset API coverage. Supports multiple transport modes including stdio, SSE, and HTTP streaming for flexible deployment options.

Fabric MCP Server

An MCP server that exposes Fabric patterns as tools for Cline, enabling AI-driven pattern execution directly within Cline tasks.

appstore-mcp

Enables searching the App Store, retrieving app details, discovering trending apps, and accessing screenshots and release information via Apple's public APIs.