发现优秀的 MCP 服务器

MCP Gemini Server

一个专用服务器，将 Google 的 Gemini AI 模型封装在模型上下文协议 (MCP) 接口中，从而允许其他 LLM 和兼容 MCP 的系统通过标准化工具访问 Gemini 的内容生成、函数调用、聊天和文件处理等功能。

Big Brain MCP

一个 MCP 服务器，用于检索 Mantle 网络中顶级协议的统计数据，以帮助用户做出更明智的投资决策。

Multi-Cloud Infrastructure MCP Server

Enables deployment and management of GPU workloads across multiple cloud providers (RunPod, Vast.ai) with intelligent GPU selection, resource monitoring, and telemetry tracking through Redis, ClickHouse, and SkyPilot integration.

legends-mcp

Your personal council of tech titans, investing legends, and crypto builders. 36 personas. Zero API keys. One npx command.

TaskFlow MCP Server

Integrates task management capabilities into Claude Desktop, enabling users to create, track, search, and manage tasks with status updates, team assignments, overdue tracking, and automated standup reports.

MCP Antigravity Bridge

Enables OpenClaw agents to delegate complex coding tasks to the Antigravity VS Code environment via a filesystem-based mailbox system. It provides tools to submit tasks, monitor execution status, and retrieve results directly within the development workflow.

Ashra Structured Data Extractor MCP

使用简单的 SDK 调用从任何网站提取结构化数据。无需编写爬虫代码，无需使用无头浏览器 - 只需提示即可获得 JSON 数据。

CodeGraph MCP Server

Enables querying and analyzing code relationships by building a lightweight graph of TypeScript and Python symbols. Supports symbol lookup, reference tracking, impact analysis from diffs, and code snippet retrieval through natural language.

Brave Search MCP Server

一个 MCP 服务器，集成了 Brave 搜索 API，提供网页和本地搜索功能，并具有分页、过滤和智能回退等特性。

IDA-doc-hint-mcp

IDA 文档阅读器（某种程度上是）MCP 服务器

dev-loop-mcp

An MCP server that automates the full software development lifecycle through an AI-driven TDD state machine. It handles everything from task decomposition and test-driven development to integration testing and automated pull request creation.

Coolify MCP Server

Enables AI assistants to interact with Coolify self-hosted instances for application deployment, management, and monitoring. Features 4 unified tools optimized for VS Code's limits, covering app management, environment configuration, system administration, and built-in documentation.

mcp-spacefrontiers

在学术数据和社交网络中搜索

mac-use-mcp

Zero-dependency macOS desktop automation for AI agents. Screenshot, mouse, keyboard, clipboard, and window control via MCP. 18 tools, macOS 13+, one command: npx mac-use-mcp.

Random Word By Api Ninjas

Provides access to API Ninjas Random Word API to generate random words by type (noun, verb, adjective, adverb) for creative writing, games, and language learning applications.

focus_mcp_sql

一个基于 FocusSearch 关键词解析的 NL2SQL 插件，提供更高的准确率、更快的速度和更强的可靠性！

Flowcore Platform MCP Server

用于管理和与 Flowcore 平台交互的 MCP 服务器

MCP Server for OpenSearch

提供一个语义记忆层，将大型语言模型（LLMs）与 OpenSearch 集成，从而能够在 OpenSearch 引擎中存储和检索记忆。

mcp_repo9756c6c7-ee07-4f3a-ada4-f6e2705daa02

这是一个由 MCP 服务器的测试脚本为 GitHub 创建的测试仓库。

Mattermost MCP Server

Enables Claude to interact with Mattermost through search functionality, user management, channel operations, and team information retrieval. Supports message search by keywords/users/dates, thread viewing, and displays all timestamps in Korean Standard Time (KST).

Materials Project Platform MCP Server

The Materials Project MCP Server is server that provides programmatic access to the Materials Project database. It enables LLMs, to search, analyze, and retrieve up to date materials science data.

mcp-test

只是一个测试。 (Zhǐshì yī gè cèshì.)

DA Live Admin MCP Server

Enables LLM assistants to manage Document Authoring (DA) repositories through the DA Live Admin API, supporting operations like listing, creating, updating, and deleting source files, managing configurations, and looking up media and fragment references.

MCP Context Manager

使用知识图谱提高效率的 MCP 服务器，用于在工作会话中保持持久上下文。

RagMCP

A local command-based assistant that enables users to control system tools, play YouTube music, and search various websites using Playwright automation. It supports tasks ranging from media playback and browser navigation to file system operations and system power management.

Slack MCP Server

Enables comprehensive Slack workspace integration through AI assistants, allowing users to manage channels, send messages, upload files, search conversations, and interact with users through natural language commands.

Register UZ MCP Server

Enables access to Slovak Registry of Financial Statements data, allowing users to search companies, retrieve financial reports, balance sheets, income statements, and analyze Slovak business financial data through natural language queries.

instant-meshes-mcp

An MCP server for 3D model processing that provides automated retopology, decimation, and quality analysis for OBJ and GLB files. It integrates Instant Meshes, pymeshlab, and Blender 3.6 to support smart simplification, texture preservation, and structured model archiving.

LLM Gateway MCP Server

一个 MCP 原生服务器，能够实现从 Claude 等高级 AI 代理到更具成本效益的 LLM 的智能任务委派，在优化成本的同时保持输出质量。