Discover Awesome MCP Servers

MCP-OpenLLM

LangChain 封装器，用于将 MCP 服务器与 transformers 库中不同的开源大型语言模型无缝集成。

MCP Agent Mail

A coordination layer for coding agents that provides memorable identities, inbox/outbox messaging, searchable message history, and file lease management to prevent conflicts. Uses Git for human-auditable artifacts and SQLite for fast queries, enabling multiple agents to collaborate across projects without stepping on each other.

Spire.XLS MCP Server

A robust solution that enables AI agents to create, read, modify, and convert Excel files through the Model Context Protocol without requiring Microsoft Office installation.

ddg--mcp5

A basic MCP server template with example tools including message echo and server information retrieval. Built with FastMCP framework and supports both stdio and HTTP transports.

GitMCP

一个免费的开源服务，可以将 GitHub 项目转换为 MCP 端点，使 AI 助手无需任何设置即可访问和理解项目文档。

PromptFuzzer-MCP

使用 Garak LLM 漏洞扫描器的 MCP 服务器

DVID MCP Server

MCP server for mostly read-only access to DVID

ICE Locator MCP Server

Enables searching for ICE detainee locations using AI-powered natural language queries, with support for bulk operations, multilingual searches, and legal report generation for families and legal representatives.

Branch Thinking

一个 MCP 服务器，能够管理多条思路，并提供诸如分支导航、相关思路之间的交叉引用以及从关键点生成洞见等功能。

Gemini MCP Server

Provides access to Google's Gemini API for multi-turn conversations and image generation using Nano Banana, serving as a drop-in alternative to Codex MCP.

Horoscope MCP Server

一个模型上下文协议服务器，为所有 12 个星座提供跨多个时间范围（今天、明天、本周、本月）的每日星座运势和算命。 (Alternative, slightly more formal translation): 一个模型上下文协议服务器，提供针对所有 12 个星座，涵盖多个时间范围（今日、明日、本周、本月）的每日星座运势解读和运势预测。

Snapchat Ads MCP Server by CData

This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free CData MCP Server for Snapchat Ads (beta): https://www.cdata.com/download/download.aspx?sku=JPZK-V&type=beta

MCP Server - VMS Integration

Enables interaction with CCTV recording systems (VMS) to retrieve live and recorded video streams, control cameras with PTZ presets, and manage playback dialogs for specific channels and timestamps.

chesscom-mxcp

An enterprise-grade Chess.com MCP server built with MXCP, featuring caching, analytics, audit trails, and advanced data analysis capabilities. https://mxcp.dev/

MotherDuck

一个用于 MotherDuck 和本地 DuckDB 的 MCP 服务器。

Fund MCP Server

A Model Context Protocol server that provides access to a fund knowledge base. Enables users to query and interact with financial fund information through natural language.

jewei-mcp-nacos

An MCP server that enables AI assistants to query and manage Nacos configurations. It supports Nacos 3.x for retrieving or publishing configuration files and includes an optional read-only mode for secure environments.

Product Recommendation System

Enables semantic search and natural language product recommendations using ChromaDB vector store and Azure OpenAI embeddings. Supports multi-filter search by category, brand, and price with 8 specialized MCP methods for intelligent product discovery.

MCP Kali Server

Connects AI assistants to 55+ Kali Linux security tools for automated CTF solving, penetration testing, and security analysis across 7 categories including cryptography, forensics, web security, and binary exploitation.

Image Generation Server

为 Claude 提供图像生成功能，使用 Replicate Flux 模型，允许用户通过文本提示创建图像，并可自定义宽高比和输出格式等参数。

ai-dev-mcp-server-test-1743930903451

AI 기반 개발 MCP 서버

mcp-server-appointment-management

这个项目是一个基于 Java 的 MCP (模型-上下文-协议) 服务器，旨在管理来自数据库的预约数据。它提供了一个模块化的框架，暴露了用于数据访问和操作的内部工具，并内置了对 AI 驱动功能的支持。

Kontxt MCP Server

一个模型上下文协议服务器，它将 AI 客户端连接到本地代码仓库，并使用 Gemini 2.0 Flash 分析代码库，并根据用户查询生成有针对性的上下文。

Node Code Sandbox MCP

A secure Node.js execution environment that allows coding agents and LLMs to run JavaScript dynamically, install NPM packages, and retrieve results while adhering to the Model Control Protocol.

Phalcon MCP Server

集成了 BlockSec 的 MCP 服务器 (Jí chéng le BlockSec de MCP fúwùqì) This translates to: * **集成 (Jí chéng):** Integrated / Integrates * **BlockSec 的 (BlockSec de):** BlockSec's / of BlockSec * **MCP 服务器 (MCP fúwùqì):** MCP Server Therefore, the whole phrase means "MCP server that integrates with BlockSec".

Discogs MCP Server

Discogs 的 MCP 服务器

DBA MCP Server

A multi-vendor database management tool that enables LLMs to query, migrate, and synchronize schemas across SQL engines like PostgreSQL, MySQL, and Oracle. It features persistent knowledge management for storing AI-generated context about database structures and business rules.

MCP Servers (OnePiece & Geolocalizar)

A collection of two MCP servers that enable querying One Piece anime characters and geolocating public IP addresses.

Mcp Difyworkflow Server

mcp-difyworkflow-server 是一个 mcp 服务器工具应用程序，它实现了 Dify 工作流的查询和调用，支持按需操作多个自定义 Dify 工作流。 ai, mcp, mcp-server