Discover Awesome MCP Servers

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kbg-viewer

一个定制的 Vue.js 组件，用于可视化从 MCP 内存服务器生成的知识库图谱。

Looking-Glass-MCP

A Model Context Protocol server that provides network probing capabilities through Looking Glass vantage points, allowing users to perform global network diagnostics like ping, BGP route lookups, and traceroute operations from multiple locations worldwide.

Redis MCP Server

使用户能够使用模型上下文协议 (MCP) 工具执行 Redis 数据库操作，从而可以通过设置、获取和扫描哈希字段等命令实现高效的数据管理。

MCP Vector Sync

一个多租户服务，可以自动监控 Supabase 数据库的更改，生成 OpenAI 嵌入，并为每个租户的项目维护同步的向量搜索功能。

MCP Starter for Puch AI

Provides job search capabilities including analyzing job descriptions, fetching job postings from URLs, and searching opportunities, plus basic image processing tools like converting images to black and white.

LPS MCP

一个极简服务器，为 Claude AI 提供安全的文件系统访问和顺序思考能力，使 Claude 能够浏览目录、读取文件，并将复杂问题分解为结构化的思考步骤。

Hi-AI

A simple AI development tool that helps users interact with AI through natural language commands, offering 29 tools across thinking, memory, browser, code quality, planning, and time management capabilities.

MCP Server TypeScript Starter

一个使用 TypeScript 创建模型上下文协议 (MCP) 服务器的起始模板

OKX MCP Server

Enables AI assistants to interact with OKX trading accounts through read-only access to retrieve portfolio information, trading positions, order history, and account analytics. Provides secure, local processing of trading data without storing sensitive information or enabling trade execution.

AgenticProductSearching

自主产品搜索，包含 MCP 服务器/数据库/Fast API/OpenAI 代理 SDK

Figma Server

通过模型上下文协议实现与 Figma 的无缝交互，使 LLM 应用程序能够访问、操作和跟踪 Figma 文件、组件和变量。

PostGIS MCP Server

A server application that provides PostGIS database connection using Model Context Protocol (MCP), enabling spatial database functionality through natural language interactions.

MCP Chat

A command-line interface application that enables interactive chat with AI models through the Anthropic API, supporting document retrieval, command-based prompts, and extensible tool integrations.

tmap_mcp

tmap rest api 기반 mcp server 구축

Pinboard MCP Server

Provides LLMs with read-only access to search, filter, and retrieve bookmark metadata from Pinboard.in at inference time via Model Context Protocol.

🛠️ dbt MCP Server

dbt-mcp-server

Flight MCP Server

A real-time flight tracking interface for LLMs that connects AI assistants to live aircraft data from ADS-B Exchange, enabling searches by location, specific flight tracking, military aircraft monitoring, and aviation pattern discovery.

ollama-MCP-server

镜子 (jìng zi)

Day 5 Remote MCP Server

Enables Claude Web to interact with Google Docs through a remote HTTP-based MCP server. Provides scalable document operations including creation, editing, and management with service account authentication.

Puppeteer MCP Server

一个模型上下文协议（Model Context Protocol）服务器，它使用 Puppeteer 提供浏览器自动化功能，使大型语言模型（LLM）能够与网页交互、截取屏幕截图，并在真实的浏览器环境中执行 JavaScript。

xsMCP

🤖📎 用于快速构建客户端/服务器的超小型 MCP SDK。

Memory Bank MCP

A Model Context Protocol plugin that helps AI assistants maintain persistent project context through structured markdown files, providing a systematic approach to tracking project goals, decisions, progress, and patterns.

Model Context Protocol (MCP) Server for Home Assistant

Enables seamless integration between Home Assistant and Language Learning Models (LLMs), allowing natural language interaction for smart home control and automation management.

Xmind Generator MCP Server

一个 MCP 服务器，允许 LLM 创建具有分层主题结构的结构化 Xmind 思维导图，并支持诸如笔记、标签和标记等功能。

MoziChem-MCP

Enables AI assistants to perform complex chemical engineering calculations including thermodynamic modeling, equation of state calculations, phase equilibrium computations, and vapor-liquid equilibrium analysis. Built on the MoziChem framework to bridge AI language models with specialized chemical engineering tools.