发现优秀的 MCP 服务器

saglitzdesign-mcp

Provides expert design and marketing guidance for AI coding agents through curated knowledge documents and tools. Covers UI/UX, copywriting, SEO, GEO, and conversion optimization.

d365-bc-mcp

Read-only MCP server for Dynamics 365 Business Central, enabling AI clients to query live ERP data like customers, items, orders, and invoices via GET-only APIs with dual authentication and stdio/HTTP transports.

PubChem Chemical Safety MCP Server

Enables users to retrieve chemical safety information including compound properties, GHS safety classifications, and toxicity data from PubChem database using compound names or CIDs. Supports batch queries with caching for efficient chemical safety research and analysis.

Autario

Query 2,500+ verified public datasets (World Bank, IMF, Eurostat, OECD, WHO) from your AI agent. Search, analyze, and visualize data, and publish charts — with verified SEC + official source data.

AppBI Workboard MCP

Build a working AppBI Workboard mini-app end to end — from raw data all the way to a shareable app — through one self-contained MCP server.

Desktop Commander MCP Server

A comprehensive MCP server that gives AI assistants full control over your desktop — monitor system resources, manage windows, capture screenshots, control the clipboard, launch applications, and more.

Zenrus MCP

Provides real-time currency exchange rates for USD and EUR against the Russian Ruble, along with Brent crude oil prices sourced from zenrus.ru. It includes tools for fetching live financial data and calculating oil purchasing power based on current market rates.

nvidia-mcp

An MCP server that provides AI agents free access to NVIDIA's hosted AI models (100+ models) with automatic model routing for tasks like reasoning, coding, vision, embeddings, and translation.

console-mcp

An MCP server for streaming and searching macOS Console.app and iOS device logs, enabling real-time log access and debugging through natural language.

Thask

MCP server that provides 25 tools for AI agents to query and modify a dependency graph, enabling impact analysis and provenance tracking for AI-assisted development.

SkillFM Beacon

AI health checkups, token usage, LLM cost optimization, BYOK vault guidance, provider usage visibility, and read-only cleanup audits for MCP-capable agents.

Numbers Online

Provides phone intelligence for AI voice agents, enabling inbound caller identification, outbound risk assessment, line type detection, and do-not-contact checks via four read-only MCP tools.

carbon-intensity-uk

Enables querying of real-time and forecast UK carbon intensity data from National Grid ESO, allowing AI agents to retrieve carbon emissions by region and time.

Vee3

Vee3 connects coding agents to a hosted catalog of live data and action tools through one MCP server at https://mcp.vee3.io/mcp. Use it for market research, due diligence, competitive analysis, and fact-heavy tasks without leaving your editor.

Google-Scholar-MCP-Server

🔍 通过一个简单的 MCP 接口，使 AI 助手能够搜索和访问 Google Scholar 论文。

defuddle-fetch-mcp-server

An MCP server that fetches web content and converts it to clean markdown using the Defuddle library, enabling LLMs to read web pages with better extraction than the default fetch server.

MCP-GMX-VMD

Integrates GROMACS molecular dynamics simulations with VMD visualization, enabling setup, execution, analysis, and 3D visualization of molecular dynamics workflows through natural language.

tg-assistant

Enables Claude to act as a personal assistant in Telegram by providing tools to read new messages, send replies, and manage tasks/reminders/notes in a Supabase-backed memory.

mcp-incident-analyzer

Python-based MCP server for full-cycle incident management, enabling detection, root-cause analysis, and response guidance through tools like detect_incidents, analyze_incident, and suggest_response.

ContextPacker MCP Server

Enables AI agents to fetch and pack the most relevant files from any GitHub repository for a given query, within token limits. Works with Claude Desktop, Cursor, Windsurf, and VS Code Copilot.

timetree-mcp

Enables TimeTree calendar access over HTTPS, including reading and modifying events, memos, comments, labels, and members, with background change notifications and explicit write confirmations.

vdiff

Breaking-change diffs for npm packages, served over REST and MCP, so coding agents stop writing code against outdated API knowledge.

openrouter-imgen-mcp

Gives AI assistants image generation and editing capabilities through OpenRouter, supporting multiple models, style presets, variations, and batch operations.

taiwan-data-mcp

讓AI助理直接查詢台灣公開資料，包括公司登記、詐騙查核與實價登錄，資料即時且附來源連結。

OmniAudit MCP

A production-grade MCP server offering modules for GitHub issue/PR triage, live website auditing, and automated release note generation. It provides robust security features like write-operation confirmation gates, rate limiting, and dual-read storage backends.

GitLab MCP Server

Enables AI-assisted code review and repository management for on-premise GitLab instances. It provides tools for interacting with merge requests, browsing source code, and searching repositories via the Model Context Protocol.

mcp-ding

MCP server for macOS native notifications with 67 AI brand icons and system sound support, enabling AI agents to send desktop notifications via one-line tool calls.

mcp-scaffolder

Scaffolds new project directories from built-in templates for Python, Node.js, and Go via MCP tools.

mcp-image-tools

MCP server providing image analysis tools for AI agents, including metadata extraction, favicon discovery, and placeholder generation.