发现优秀的 MCP 服务器

weather-mcp

轻量天气MCP服务器，让Claude通过get_weather工具查询城市实时天气，无需API密钥。

remote-behavior-agent

Cross-platform remote debugging agent with MCP support for launching processes, screenshotting, hooking APIs/addresses, and reading/writing memory via Frida.

RunCloud MCP Server

Exposes the RunCloud v3 API to AI assistants, allowing natural language querying and management of servers with safety profiles for destructive operations.

Vibe Design Guide MCP Server

Exposes The Vibe Coder's Web Design Guide as tools for AI agents, enabling lookups of UI design patterns, CSS/JS snippets, and composition of optimized front-end prompts.

ProwlKit MCP

An advanced Model Context Protocol (MCP) server for Xcode project introspection. It enables AI assistants to read schemes, build iOS/macOS projects, run tests, and check Git & SwiftLint info directly from local repositories

auu-uivision-mcp

A Model Context Protocol (MCP) server that analyzes software UI screenshots using Google's Gemini AI vision, providing detailed descriptions of UI elements, layout, functionality, and accessibility.

balatro-codex-mcp

Allows Codex desktop to control the Steam game Balatro via local STDIO MCP tools, exposing only constrained normal game actions without debugging or cheat capabilities.

mcp-store

MCP 服务器和客户端商店。

libreoffice-mcp

Enables interaction with LibreOffice documents (Writer, Calc, Impress, Draw) via MCP, supporting document management, data analysis, and database operations using the OooDev library.

string-utils-ai-mcp

Provides string utility operations via the MCP protocol, with built-in EU AI Act compliance.

chuk-mcp-code-raptor

Deep code intelligence for MCP — an MCP server that gives AI agents semantic understanding of codebases via RAPTOR hierarchical indexing and code property graphs.

clawtouch-mcp

Turns a real USB HID device — a Raspberry Pi Pico 2 running open-source firmware — into MCP tools (move, click, drag, type, key combos, scroll) for any MCP client. Includes a --mock mode to try every tool with no hardware.

Playlist-MCP

一个实验性的 MCP 服务器，它使 YouTube 播放列表的文字稿可供 AI 助手使用，从而能够搜索和讨论视频内容。

mcp-brawl-stars

Enables AI agents to retrieve Brawl Stars club members and country rankings for players, clubs, and brawlers via the Pipeworx MCP gateway.

Polymarket MCP Server

Provides AI-powered tools for searching Polymarket prediction markets and calculating financial metrics like expected value and Kelly bet sizing. It enables users to perform arbitrage scanning, news-based sentiment analysis, and market research through natural language interfaces.

analytics-mcp

Enables querying Google Analytics data and configuration through natural language using the Data and Admin APIs.

GitHub MCP Server

A working MCP server that connects to the real GitHub API, enabling users to manage repositories, issues, pull requests, and more through natural language in Claude Desktop.

Hivemind

MCP server that enables Claude Code to orchestrate multi-model AI consensus by querying GPT-5.2 and Gemini 3 Pro simultaneously, synthesizing high-confidence responses.

LocalData MCP Server

Gives LLM agents access to local and remote data via databases, files, graphs, and structured documents, along with a full data science toolkit for analysis and modeling.

aitools

A customizable MCP server with auto-registered tools, enabling push notifications via WxPusher and easy addition of custom tools through a decorator-based framework.

Azure AI Foundry Agent MCP

Enables interaction with Azure AI Agent Service by automatically discovering agents and creating MCP tools for querying and managing agent workflows.

Wazuh MCP Server

Enables integration between Wazuh security platform and AI applications through the MCP framework, providing tools for security analysis, agent management, and system monitoring.

MySQL MCP Server

A Python MCP server for inspecting and querying MySQL databases, providing table discovery, schema inspection, read-only queries, and optional write/DDL tools.

plausible-whenever-mcp

MCP server that provides read access to Plausible Analytics data with natural-language date resolution, enabling users to query analytics like 'yesterday' or 'last week' without needing to know exact date formats.

Google Calendar MCP Server

Enables Claude to interact with Google Calendar through natural conversation, allowing users to view schedules, create meetings with Google Meet, cancel events, and search calendars using Nango for OAuth authentication.

Google MCP Server

A locally-hosted MCP server that integrates Gmail, Google Calendar, and Google Drive to provide AI-powered management of emails, events, and files. It enables tool-based interactions like sending emails, creating calendar events, and searching Drive files through clients like Cursor and Claude Desktop.

VignanUniversity MCP Server

Enables semantic search over the Vignan University knowledge base using Pinecone vector storage and Sentence Transformers.

Arezzo

Compile semantic document edits into correct Google Docs batchUpdate requests. UTF-16 arithmetic, cascading index shifts, OT-compatible ordering. MIT licensed.

ai-credits-mcp

MCP server that exposes AI credit usage data from OpenMeter to the TAIS AI chat service, automatically scoped to the calling tenant and restricted to admin users.