发现优秀的 MCP 服务器

Limetest MCP Server

Enables automated end-to-end testing powered by Playwright where test cases are defined in natural language and executed by AI. Uses lightweight snapshot analysis with vision mode fallback for sophisticated testing scenarios.

click-mcp

将 Click 命令行界面变成 Minecraft 服务端，只需一行代码。

NASA MCP Server

Provides standardized access to 20+ NASA data sources including astronomy pictures, Mars rover photos, near-Earth objects, satellite imagery, space weather, and planetary data through a unified interface optimized for AI consumption.

Expo Docs MCP Server

Enables AI-powered semantic search through Expo SDK documentation across multiple versions (v51-v53 and latest), allowing developers to quickly find relevant documentation with configurable similarity scoring.

Ziwei Astrology MCP Server

Enables generation of detailed Chinese Ziwei Doushu (Purple Star) astrological charts with geographic location support and true solar time conversion. Provides tools for geocoding locations, converting Beijing time to apparent solar time, and creating comprehensive astrology readings based on birth information.

AI MCP ServiceNow

A Model Context Protocol server that integrates with ServiceNow instances, allowing users to utilize AI tools within ServiceNow without writing code.

MGnify MCP Server

Enables interaction with MGnify metagenomics resources and tools through the Model Context Protocol. Provides access to MGnify's API for querying and analyzing metagenomic datasets and related biological information.

Morpho API MCP Server

镜子 (jìng zi)

MCP RAG Server

Enables retrieval-augmented generation (RAG) by indexing and searching through documents (Markdown, text, PowerPoint, PDF) using vector embeddings with multilingual-e5-large model and PostgreSQL pgvector. Supports contextual chunk retrieval and incremental indexing for efficient document management.

Mattermost S MCP

Enables sending messages to Mattermost channels through webhooks via MCP protocol. Supports multiple webhook channels with simple YAML configuration and integrates seamlessly with Claude Desktop.

@b12/website-generator-mcp-server

B12 的模型上下文协议服务器，用于使用人工智能生成网站

SSE MCP Server with JWT Authentication

一个模型上下文协议服务器，通过 SSE 传输暴露多个 AI 工具，并采用基于 JWT 的安全认证，支持动态工具注册和会话管理。

Excel MCP Server

Enables AI-powered employee data management in Excel files, automatically classifying employees by department, designation, and salary band based on experience and role, with automatic data validation and backup capabilities.

Charts Visualization MCP Server

Enables generation and visualization of bar and pie charts from structured data using FastAPI and Altair. Charts are saved as PNG images and served via REST API endpoints with unique URLs.

mcp-flyin

A server that handles messaging or commands over a custom protocol

VA Form Generation MCP Server

Provides tools for auditing and fixing scaffolded VA forms to ensure they follow best practices and VA.gov content standards. Enables automated validation, agent prompt generation, and orchestration of form fixes across any vets-website workspace.

AIOps MCP Servers

AIOps 的 mcp 服务器。

Model Context Protocol (MCP) Server

镜子 (jìng zi)

1Panel MCP Server

一个实验性的服务器，实现了模型上下文协议，以自动化网站部署到 1Panel 服务器，允许用户通过自然语言命令创建网站并上传静态文件。

Data Dictionary MCP

一个模型上下文协议（MCP）服务器，用于协调人工智能代理将数据库表转换为维基百科风格的数据字典。

MCP Calendar Server

An ADT-based calendar management system that enables users to create, update, and organize events by category with integrated stamina tracking functionality.

PayPal MCP Server

A server that provides integration with PayPal's APIs, enabling seamless interaction with payment processing, invoicing, subscription management, and business operations through a standardized interface.

OpenGenes MCP Server

Provides standardized access to aging and longevity research data from the OpenGenes database, enabling AI assistants to query comprehensive biomedical datasets through SQL and structured interfaces.

Documentation MCP Server

一个服务器，使 Claude 能够在对话中直接搜索和访问来自 LangChain、LlamaIndex 和 OpenAI 等流行库的文档。

Record MCP Server

Enables storing and managing dynamic review records with custom schemas for any category (coffee, whisky, wine, etc.), supporting both local filesystem and Cloudflare R2 storage with flexible field definitions.

OpenRouter Image MCP Server

Enables AI agents to analyze and understand images using OpenRouter's vision models. Supports screenshots, photos, diagrams, and web content with specialized tools for webpage and mobile app analysis.

local-fetch

A powerful MCP server that offers web scraping capabilities unrestricted by robots.txt, supports multiple HTTP methods and custom request Settings.

Ubuntu VM Control

Enables AI assistants to interact with Ubuntu VMs via SSH, including executing commands, simulating keyboard/mouse input, capturing screenshots, and controlling GUI applications remotely.