发现优秀的 MCP 服务器

MCP Sentiment Analysis Server

This server implements the Model Context Protocol to provide sentiment analysis of text, returning polarity, subjectivity, and overall assessment (positive, negative, or neutral).

Databricks MCP Server

一个模型上下文协议服务器，它使大型语言模型（LLM）能够通过自然语言与 Databricks 工作区进行交互，从而实现 SQL 查询执行和作业管理操作。

ClickUp MCP Server (Enhanced Fork)

Integrates ClickUp tasks with AI applications, enabling natural language management of tasks, dependencies, time tracking, tags, documents, and workspace organization. Enhanced fork adds task dependency management and improved parameter handling.

MCP Complete Implementation Guide

Provides a complete end-to-end MCP server implementation with file system tools, web scraping capabilities, and system information access. Includes ready-to-use configuration files and integration examples for Claude Desktop, ChatGPT, and other AI models.

Coverity

MCP server for Blackduck Coverity Static Analysis Software.

TrendRadar

A real-time hotspot monitoring and news aggregation assistant that provides AI-powered analysis of trending topics across multiple platforms via the Model Context Protocol. It enables users to track news and receive automated notifications through various services like Telegram, WeChat, and Slack.

Zillow MCP Server

A Model Context Protocol server that provides real-time access to Zillow real estate data, enabling property search, detailed information retrieval, Zestimates, market trends analysis, and mortgage calculations.

Mix Server

这是世界上最简单的获取本地当前时间的 MCP 服务器。

OmniTaskAgent

A multi-model task management system that enables intelligent task creation, decomposition, status tracking, and dependency management through natural language, with support for integration into editors via MCP protocol and connection to various professional task management systems.

mcp-gitlab MCP Server

镜子 (jìng zi)

Browser Use MCP Server

A FastMCP server that enables browser automation through natural language commands, allowing Language Models to browse the web, fill out forms, click buttons, and perform other web-based tasks via a simple API.

Python notebook mcp

Python notebook mcp

tv-recommender-mcp-server

tv-recommender-mcp-server

Swit MCP Server

A Model Context Protocol server that integrates with Swit collaboration tools, allowing LLM clients to interact with Swit workspaces, channels, and messages through OAuth authentication.

MCP Securities Analysis

A Python-based FastMCP server that provides financial tools for securities analysis, including market data, news, fundamental/technical analysis, and visualization capabilities that can be consumed by any MCP-aware client.

Safe Local Python Executor/Interpreter

Stdio MCP 服务器，封装了来自 Hugging Face 的 smolagents 框架的自定义 Python 运行时 (LocalPythonExecutor)。该运行时结合了易于设置的优点（与 Docker、VM、云运行时相比），同时提供了安全保障，并限制了运行时内部允许的操作/导入。

AWS MCP Server

一个模型上下文协议服务器，允许 Claude AI 通过自然语言与 AWS 资源交互，使用户无需使用传统的 AWS 控制台或 CLI 即可查询和管理 AWS 服务。

Video Info MCP

Enables comprehensive video file analysis including extracting metadata, stream information, bitrate calculations, and generating technical reports. Supports all FFmpeg-compatible video formats with output in JSON, text, or Markdown formats.

Knowledge Graph Memory Server

A persistent memory server that implements a local knowledge graph using the Kuzu embedded database to store entities, relationships, and observations. It enables AI models to maintain structured long-term context through searchable nodes and comprehensive tag-based organization.

Zendesign MCP Server

An MCP server that allows Cursor users to fetch real-time information about Zendesign design system components.

OpenAPI MCP Server

Exposes OpenAPI specifications as MCP tools, enabling AI assistants to explore and understand API structures, endpoints, schemas, and documentation through semantic queries.

MedVision MCP

Provides AI-powered medical image analysis tools for LLM agents, enabling tasks such as X-ray classification, interactive segmentation, and visual question answering. It supports multi-step diagnostic reasoning and clinical workflows through a suite of specialized medical AI models.

Documentation Crawler & MCP Server

一个工具集，用于爬取网站、生成 Markdown 文档，并通过模型上下文协议 (MCP) 服务器使这些文档可搜索，以便与 Cursor 等工具集成。

Superglue MCP

A service that enables agents to build deterministic workflows across apps, databases and APIs using natural language, handling schema mapping, drift detection, and execution of integration pipelines automatically.

Code Research MCP Server

镜子 (jìng zi)

SOAR MCP Server

Integrates Security Orchestration, Automation and Response (SOAR) platform capabilities into AI clients like Claude Desktop and Cherry Studio. Enables users to execute security playbooks, manage security events, and perform automated threat response through natural language interactions.

Fibonacci MCP Server

A secure Model Context Protocol server that provides tools for calculating Fibonacci numbers, BMI, and generating code review prompts with comprehensive security measures for production deployment.

MCP Server Semgrep

一个符合模型上下文协议（Model Context Protocol）的服务器，集成了 Semgrep 静态分析工具和 Anthropic Claude 等 AI 助手，通过对话式界面实现高级代码分析、安全漏洞检测和代码质量改进。

Spec Workflow MCP

An intelligent MCP server that helps development teams maintain high-quality project documentation by providing an AI-powered workflow for creating comprehensive specifications through requirements, design, and implementation documents.

NestJS MCP Server

A Model Context Protocol server implementation using NestJS with DDD/Clean Architecture support, providing tools for time retrieval, calculations, and note management with decorator-based tool definitions and dependency injection.