发现优秀的 MCP 服务器

MCP-RAGNAR

A local RAG server that enables document indexing and sentence window retrieval across multiple file formats like PDF, MD, and DOCX. It supports both local Hugging Face models and OpenAI embeddings for efficient context-aware querying through the Model Context Protocol.

MariaDB MCP Server

Enables interaction with MariaDB databases through secure read-only operations. Supports database exploration, schema inspection, and SQL query execution with comprehensive logging and connection pooling.

Carapace MCP Server

A local-first security system for autonomous AI agents that provides tools for security verification, goal anchoring, and action logging. It protects against prompt injection and goal drift by enforcing user-defined rules and offering performance insights through session grading.

Homelab MCP Server

Enables Claude to monitor and manage homelab infrastructure including Docker containers, OPNsense firewall, and TrueNAS storage with configurable capability levels from read-only monitoring to full management control.

Introduction

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BachStudio Excel MCP Server

Enables creation, reading, and manipulation of Excel workbooks without Microsoft Excel installed, supporting formulas, formatting, charts, pivot tables, and data validation through multiple transport protocols.

Video MCP Server

A Model Context Protocol server that provides video processing capabilities including format conversion, metadata extraction, and batch processing with configurable quality settings.

Confluence MCP Server

Confluence MCP 服务器提供 API 工具，用于执行 Atlassian Confluence 操作，包括页面管理、空间处理和内容搜索，并内置速率限制和错误处理机制。

mofstructure-mcp

An MCP server for deconstructing and analyzing Metal-Organic Framework (MOF) structures, including SBU and ligand identification, guest removal, and COF stacking analysis. It enables AI agents to perform automated chemical informatics and structural characterization on crystal structures via CIF files.

Jimeng AI Multimodal MCP

Enables AI-powered multimodal content generation using Volcano Engine's Jimeng AI, supporting text-to-image, text-to-video, and image-to-video conversion with customizable parameters.

mmnt-mcp-server

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framedeck-mcp

MCP server for Framedeck — a Kanban content production manager for YouTube, Instagram, TikTok and Podcast creators. 32 tools to manage productions, stages, frames, checklists, comments, labels, and time tracking, with full MCP safety annotations.

JSONPlaceholder MCP Server

Provides access to JSONPlaceholder's free fake REST API for testing and prototyping, enabling interaction with sample posts, users, comments, albums, photos, and todos through tools, resources, and prompts.

Memlord

Self-hosted MCP memory server for personal use and teams

clawd-mcp

Bridges Cursor and Claude Desktop with the OpenClaw and Moltbook ecosystems to manage personal AI agents and communication gateways across platforms like WhatsApp and Discord. It provides MCP tools to invoke agents, manage sessions, and handle social agent interactions within a secure, virtualized environment.

ACMS (Apple Container MCP Server)

Provides programmatic access to Apple's container CLI tool on macOS, enabling users to perform 50+ container operations including creation, management, and system control of Apple Silicon containers.

Routine

An MCP server that allows users to create custom tools on the fly by stitching together actions from multiple MCP tools into reusable routines.

git-mcp-server

MCP 服务器处理 GitHub/GitLab 集成

MCP Prometheus

An MCP server for Prometheus-based monitoring that enables users to query system metrics, resource usage, and PostgreSQL health across multiple environments. It supports both predefined diagnostic checks and custom PromQL execution for comprehensive server monitoring and troubleshooting.

JMA Data MCP

Provides access to Japan Meteorological Agency (JMA) weather data including real-time observations, historical weather data, and forecasts from 1286 AMeDAS stations across Japan.

FlowMCP

一个模块化的框架，用于使用声明式模式和 Zod 接口构建、验证和测试 REST API 路由。

VGL CV Data MCP

A Model Context Protocol server that provides access to Valentin Gonzalez Loureiro's curriculum vitae data through a REST API.

DDG MCP Server

A basic MCP server built with FastMCP framework that provides example tools including message echoing and server information retrieval. Supports both stdio and HTTP transports for integration with various MCP clients.

ADB Screenshot MCP Server

A Model Context Protocol server that enables remote management of Android devices over WiFi, including taking screenshots, listing connected devices, and retrieving device information.

nr-mcp: New Relic MCP Server

新睿云 MCP 服务器 (Xīn Ruì Yún MCP fúwùqì)

MCP Web Tutorial 🚀

一个交互式网络教程，用于学习如何构建 MCP（模型上下文协议）服务器。这个教育性网站提供逐步指导，帮助您实现和理解 MCP 服务器。

API Integration MCP Server

Connects external APIs like Open-Meteo and AgroMonitoring to your development environment through URI-like requests, allowing access to live data directly in MCP-compatible tools.

FDIC BankFind MCP Server

Provides programmatic access to the FDIC BankFind Suite API, enabling users to query public data on FDIC-insured financial institutions, bank failures, and branch locations. It supports advanced filtering for financial reports, demographics, and institutional history without requiring an API key.