发现优秀的 MCP 服务器

Darwin Standards MCP Server

Provides standards documentation and validation tools for the Darwin platform, including naming conventions and agent card validation. It enables AI agents to search platform standards and access resource templates for design and implementation.

Qiita MCP Server

A comprehensive MCP server that enables AI to interact with all 68 functions of the Qiita API v2, covering articles, comments, tags, and team management. It allows users to perform CRUD operations on Qiita content and manage interactions through natural language.

neo4j-prefiltering-mcp

Automatically discovers vector indexes in a Neo4j database and exposes each as a semantic search tool with metadata pre-filtering, enabling natural language queries with dynamic filter support.

Mimic AI

Transforms HTML into Figma designs using only the user’s design system, ensuring correct component usage or safe fallback to primitives, while continuously learning from each build to improve mapping accuracy and consistency.

brain-mcp

An MCP server for managing Obsidian-style note vaults, providing tools for full-text search, note creation, and backlink tracking. It enables users to navigate, structure, and update their personal knowledge base through natural language.

cognee-mcp

用于人工智能应用和代理的内存管理器，它使用各种图和向量存储，并允许从 30 多种数据源摄取数据。

Readwise MCP Server

启用对您的 Readwise 资料库的访问和互动，允许您在使用 Claude 或其他 MCP 兼容的助手时，通过自然语言查询来检索和搜索高亮、书籍和文档。

ArbitrumOracle

12 MCP tools for DeFi risk & compliance on Arbitrum: token risk scoring, protocol health, contract verification, stablecoin risk, whale monitoring, DEX liquidity, and compliance screening.

MCP Quality Hub

Provides comprehensive code quality tools including linting, security scanning, TypeScript checking, and testing through a single MCP server. Integrates multiple quality analysis tools like Biome, ESLint, and Playwright for streamlined development workflows.

Json AI MCP

Json AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

Advanced MCP HTTP Server

An HTTP-based MCP server that provides filesystem tools and code analysis, enabling LLMs to read, write, list files, and analyze code securely.

Google Ads MCP Server

Enables LLMs to query Google Ads accounts, search for information, and list accessible customers.

Blogger MCP Server

一个中间服务器，使人工智能模型能够与 Google 的 Blogger 平台进行交互，通过 Blogger API 自动创建和管理博客、帖子和标签。

calculator

A fully functional calculator server based on Model Context Protocol (MCP), providing rich mathematical operation functions It includes 13 specialized mathematics modules such as basic arithmetic, radical operations, trigonometric functions, logarithmic operations, statistics, combinatorial mathemat

mcp4openapi

Turn any OpenAPI specification into a smaller, LLM-friendly MCP server. Enables interaction with REST APIs through MCP tools using profiles to reduce complexity.

ti4-mcp

Provides Twilight Imperium 4 game data, rules lookup, faction strategy guides, and setup assistance via the Model Context Protocol.

spotify-mcp

An MCP server that enables users to control Spotify playback, search for music, and manage playlists through MCP-compatible clients. It supports features like track recommendations and playback management using secure OAuth authentication.

Taiga MCP Server

Enables natural language interaction with Taiga project management tool to list projects, view details, and create user stories.

Canvas LMS MCP Server

Enables AI assistants to access Canvas LMS course content, including assignments, modules, announcements, and files, to help students manage their coursework.

Genesis MCP Server

一个模型上下文协议 (MCP) 服务器，用于运行具有集成可视化支持的 Genesis World 模拟，使用标准输入/输出 (stdio) 传输来实现本地运行时可视化功能。

GoLogin MCP

Manage your GoLogin browser profiles and automation directly through AI conversations. This MCP server connects to the GoLogin API, letting you create, configure, and control browser profiles using natural language.

MCP Sequence Simulation Server

Enables the generation, mutation, and evolution of DNA and protein sequences using various evolutionary models and phylogenetic algorithms. It supports realistic next-generation sequencing read simulation and population-level evolutionary tracking for bioinformatics research and testing.

Taiwan FDA Drug Search MCP Server

Enables searching Taiwan FDA drug database by various criteria (English/Chinese names, license numbers, ingredients), retrieving drug information, and downloading PDF package inserts with CAPTCHA verification support.

EKMS MCP Server

Enables Claude to search, query, and interact with an Enterprise Knowledge Management System (EKMS). Supports semantic search, knowledge recommendations, relationship graphs, and feedback recording for enterprise knowledge bases.

ws-mcp

MCP server that gives LLMs full visibility into your ws-cli workspace tree, enabling queries about workspaces, git status, tasks, and saved browser tabs.

Polygon MCP Server

A Model Context Protocol server that enables users to interact with Polygon.io API for retrieving financial market data including ticker details, quotes, aggregates, market status and news.