发现优秀的 MCP 服务器

Windows Diagnostics MCP Server

Provides Windows system diagnostic capabilities to AI agents, allowing them to access event logs, crash information, system uptime, and perform stability analysis.

Baike-Render

一个 MCP 服务器，用于获取和渲染百度百科（中文维基百科）的讨论内容，允许用户访问百科文章的讨论并生成对结构化数据的可读性分析。

Agent Aggregator

Aggregates tools from multiple MCP servers, acting as a proxy to provide unified access to various AI agents and tools.

mcp-server-db

Enables database interaction (MySQL, PostgreSQL, SQL Server) via MCP, supporting SQL queries and command execution.

pando

Enables Claude to search, read, write, and manage a local markdown vault through 8 tools, turning your notes into an AI-accessible knowledge base.

MCP-Demo

A minimal demonstration of an MCP service and client that integrates with the qwen API interface, showing basic functionality of a Model Control Protocol implementation.

Bazi (Eight Characters) Calculation MCP Server

Provides professional Chinese astrology calculations including Four Pillars, Five Elements, zodiac signs, and lunar calendar details. It allows users to perform accurate Bazi analysis with global timezone support directly within MCP-compatible clients.

paraglide-mcp

Enables translation of i18n messages in Paraglide JS projects by serving small batches, validating translations against source structure, and saving them per locale through inlang's SDK.

LangGraph MCP Server

一个基于 Python 的模型上下文协议 (MCP) 服务器，它使 LLM 能够通过标准化接口访问外部工具和资源。

grok-imagine-mcp

An MCP server that automates a headless Chromium browser to generate images using Grok Imagine via text prompts. It supports configurable aspect ratios and saves images directly to disk using cookie-based authentication.

Soul Crystal MCP

Provides AI agents with a persistent internal dynamical state and emotional reservoir that evolves based on text interactions. This server enables agents to maintain a consistent affective substrate across sessions through tools that track phase coherence and emergent emotional vibes.

Zebpay MCP Server

Enables AI assistants to securely access Zebpay's spot and futures APIs for market data, trading, and account management through the Model Context Protocol, supporting clients like Cursor and Claude Desktop.

lark-chat-mcp

Enables remote chat between Feishu (Lark) and AI agents like Cursor/Claude via MCP, allowing users to send messages from Feishu groups and receive streaming replies.

Temway MCP Server

Let your AI assistant design beautiful emails & layouts — in your Temway workspace. It turns Claude, ChatGPT, Cursor and friends into a visual email & layout authoring studio.

OpenArx

Open scientific knowledge MCP for AI agents. Three profiles: search (15 tools incl. find_evidence, compare_papers, explore_topic), publish (5 tools for direct submission with AI-assisted review), govern (20 tools for proposals, voting, methodology shaping).

Heptabase MCP

A Model Context Protocol service that enables AI assistants to search, retrieve, analyze, and export data from Heptabase backups.

barracuda-mcp

Enables searching OpenAleph entities and documents using natural language queries through the MCP protocol.

SION Taller Rust MCP Server

MCP server for the SION_TALLER_RUST workspace, enabling managed GitHub-to-Cargo workflows with governance, safety noops, and explicit approvals.

nUR MCP Server

An intelligent middleware system that enables natural language interactive control of Universal Robots collaborative robots, allowing users to connect to and control industrial robots through voice/text commands with MCP-compatible LLMs.

Awesome MCP Servers

很棒的 MCP 服务器 - 一个精选的模型上下文协议服务器列表

Recall Select

Provides long-term memory for AI agents via MCP tools to store, recall, and delete memories, with per-user scoping and usage limits.

spark-trader

Bridges Spark ASX trading platform with Claude Desktop via MCP, enabling natural language queries for live quotes, positions, P&L, and market analytics.

crypto-price-mcp

Provides live cryptocurrency prices, price history, and symbol listing tools for AI agents via the Hyperliquid API.

MCP Server Boilerplate (TypeScript)

使用官方 SDK 的 MCP 服务器的 TypeScript 样板代码，支持 stdio/http、日志记录、Docker 和测试。

mcp-server-usdd

Enables management of USDD protocol vaults, PSM swaps, savings, and token transfers across TRON, Ethereum, and BSC, plus protocol analytics and treasury insights.

Vexi MCP Server

Enables MCP clients to search and retrieve structured business data from the Vexi API, allowing AI agents to get clean, typed business objects with identity, offerings, and trust signals.

UniFi MCP Server

Enables AI assistants to manage and monitor UniFi Network Controllers through natural language. Provides 25 read-only tools for discovering devices and clients, viewing security configurations, analyzing network statistics, and exporting configuration data.

agentic-k8s-aiops

An MCP server for autonomous Kubernetes troubleshooting and remediation. It enables continuous cluster monitoring, local AI-powered diagnosis via Ollama, and automated kubectl-based fixes.