发现优秀的 MCP 服务器

Generic Image Provider MCP

Maps a stable image-tool contract to an OpenAI-compatible image provider while enforcing file access within configured Windows directories.

Freshdesk MCP Server by CData

Freshdesk MCP Server by CData

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。

outlook-mcp

Controls the Microsoft Outlook desktop app via COM automation, enabling email, calendar, and contact management without needing Graph API or Azure registration.

MCP File Contents Reader

Enables reading and analysis of PDF, Excel, Word, and PowerPoint files through the Model Context Protocol, supporting content extraction, document search, and file upload.

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.

Baseline Checker

Enables checking web feature compatibility with Baseline standards, analyzing HTML, CSS, and JavaScript code to provide detailed reports on Baseline status, browser support, and recommendations.

CacheTank MCP Server

Provides persistent personal context (identity, projects, decisions, knowledge) to MCP-compatible AI tools, eliminating the need to re-explain yourself across sessions.

Roblox Studio MCP Bridge

Connects AI coding assistants to Roblox Studio, enabling direct manipulation of the DataModel through natural language commands with undo support.

NetBox MCP Server

为 NetBox 提供的 MCP 服务器 (Wèi NetBox tígōng de MCP fúwùqì)

remote-mcp-server-authless

Enables deploying a remote MCP server on Cloudflare Workers without authentication, allowing tools to be defined and used with MCP clients like Cloudflare AI Playground or Claude Desktop.

croissant-validation

Validates MLCommons Croissant dataset metadata (JSON-LD) for schema compliance, as a stateless MCP server.

Agent Ransack MCP

Enables Cursor's AI agent to perform supercharged local file search on Windows by connecting to Agent Ransack via MCP, supporting content and filename searches, regex, and deep folder scans.

mcp-everything

A test MCP server that exercises all protocol features including tools, resources, prompts, and sampling to help client builders validate implementations.

remote-behavior-agent

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

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.

MUSTer MCP Server

Enables LLM interaction with the Macau University of Science and Technology (M.U.S.T.) campus system, including automated login to Wemust and Moodle, retrieving class schedules, checking assignments and deadlines, downloading course materials, and managing course content.

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.

binance-mcp

A Model Context Protocol server that gives an LLM read-only access to Binance spot market data, allowing models to reason about real prices without the ability to place orders.

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.

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.

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。

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.

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.

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

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.

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.

Arezzo

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