发现优秀的 MCP 服务器

Obsidian Knowledge Management MCP Server

Enables LLMs to read, search, and manage Obsidian vault markdown files, including YAML frontmatter, wikilinks, and graph operations through a secure stateless I/O layer.

Confluence MCP Server

一个 MCP 服务器，能够搜索和检索 Confluence 文档系统中的内容，并提供文档搜索和完整页面内容检索功能。

Calculator MCP Server

Provides basic mathematical calculation functionality through MCP tools including arithmetic operations, exponentiation, and square root calculations. Features proper error handling for edge cases like division by zero and negative square roots.

RustFS File Management MCP Server

Enables AI to upload local files to RustFS storage service and download files from HTTP/HTTPS URLs to local paths. Built with FastMCP and RustFS SDK for seamless file operations through natural language.

RISEN Prompt Engineering MCP Tool

A Model Context Protocol server that helps users create, validate, manage, and optimize prompts using the RISEN framework (Role, Instructions, Steps, Expectations, Narrowing).

mcp-flowise

Flowise MCP 服务器使客户端能够列出 Chatflow 并调用预测，与 DIY Flowise 或 Flowise Cloud 帐户无缝集成。 它提供了一个简单的界面，用于使用现有的 Flowise 配置执行 Chatflow/助手预测。

Lumenore Analytics MCP Server

Provides AI assistants with access to Lumenore's analytics capabilities, enabling natural language queries for data insights, advanced analytics (trends, predictions, correlations, outliers), and real-time data processing with zero persistent storage.

ChainGPT MCP

A Model Context Protocol server that integrates ChainGPT capabilities into AI agents, allowing users to access crypto news, prices, and market trends.

Brex MCP Server

一个模型上下文协议服务器，使人工智能代理能够与 Brex 金融平台数据交互，允许通过标准化的资源处理程序检索账户信息、费用、预算和团队数据。

MCP Server Runner

光标扩展程序，用于存储 MCP 服务器配置并运行它们。 (Guāngbiāo kuòzhǎn chéngxù, yòng yú chǔcún MCP fúwùqì pèizhì bìng yùnxíng tāmen.)

Container-MCP

一个安全、基于容器实现的模型上下文协议（MCP），它为人工智能系统提供沙盒环境，以安全地执行代码、运行命令、访问文件和执行网络操作。

Calculator MCP Server

A backend service that provides accurate arithmetic calculation capabilities to AI models via the Model Context Protocol, allowing LLMs to offload mathematical computations for numerical queries.

MCP Invoice

一个用于发票和收据处理的 Python MCP 服务器，它使用 OCR 技术从 PDF 和图像中提取数据，并为 AI 助手提供处理、从发票文档中提取文本以及合并发票文档的能力。 (Alternatively, a slightly more formal translation:) 一个基于 Python 的 MCP 服务器，用于发票和收据处理。该服务器利用 OCR 技术从 PDF 和图像中提取数据，并为 AI 助手提供处理发票文档、提取文本以及合并文档的功能。

Weibo MCP Server

一个模型上下文协议服务器，用于抓取微博用户信息、动态和搜索功能。它可以帮助检索详细的用户资料、时间线内容，并在微博上执行用户搜索。

mcp-server

MCP 服务器 (MCP fúwùqì)

argocd-mcp

一个 MCP (模型上下文协议) 服务器，它与 ArgoCD API 集成，使 AI 助手和大型语言模型能够通过自然语言交互来管理 ArgoCD 应用程序和资源。

Terraform Registry MCP Server

通过 MCP 将 AI 模型连接到 Terraform 注册表，从而实现提供程序查找、资源使用示例和模块推荐，以简化 Terraform 工作流程。

Claude RAG MCP Pipeline

Enables Claude Desktop to search and query personal document collections (PDF, Word, Markdown, text) using semantic search and conversational AI with full context preservation across exchanges.

Coolify MCP Server

一个模型上下文协议（Model Context Protocol，MCP）服务器，提供与 Coolify API 的集成，使 DevOps 团队能够通过 MCP 工具管理 Coolify 的部署、应用程序、服务和服务器。

mssql-mcp-server

镜子 (jìng zi)

mcp-server-fetch-python

镜子 (jìng zi)

mcp-ssh-toolkit-py

mcp-ssh-toolkit-py 是一个强大的 MCP 服务器，用于通过模型上下文协议安全地执行 SSH 命令。

Snowflake MCP Service

一个模型上下文协议（Model Context Protocol，MCP）服务器，为任何兼容 MCP 的客户端提供对 Snowflake 数据库的访问，允许执行 SQL 查询并自动管理连接。

FastMCP Dummy Server

A minimal example server implementing the Model Context Protocol, providing addition and multiplication tools for learning and experimentation with MCP clients.

PostgreSQL MCP Server

A Model Context Protocol server providing read-only access to PostgreSQL databases, enabling LLMs to inspect database schemas and execute read-only SQL queries.

ROS MCP Server

Enables control of ROS/ROS2 robots through natural language commands by translating LLM instructions into ROS topics and services. Supports cross-platform WebSocket-based communication with existing robot systems without requiring code modifications.

MCP Operator

一个网页浏览器自动化服务器，它允许人工智能助手控制 Chrome 浏览器，并具有持久状态管理功能，从而可以通过异步浏览器操作执行复杂的浏览任务。

MCP Market Statistics Server

Provides comprehensive statistics and advanced analysis tools for the Korean stock market, offering real-time index data, sector analysis, investor trend tracking, and AI-based market pattern recognition.

Apollo.io MCP Server

Enables AI assistants to interact with Apollo.io API for sales and marketing activities. Provides tools to search for companies and contacts, enrich person and organization data, and manage accounts with comprehensive lead generation capabilities.