发现优秀的 MCP 服务器

Infomaniak Contact MCP Server

MCP server for the Infomaniak Contacts API, enabling listing and searching contacts across address books.

code-security-mcp

MCP server that provides a 216-rule, framework-aware Kotlin/JVM security analyzer, enabling AI coding agents to query real security findings while writing code.

codex-browser

Enables Codex to control a visible Chromium browser via MCP tools for navigation, page inspection, and interaction, while keeping sensitive steps like login and captcha under the user's control.

web3agent

Web3 MCP proxy server for AI agents: EVM execution, DeFi swaps, bridges, advanced orders, market data, wallet management, and confirmation-gated writes.

mcp-harvard-art

Enables searching and retrieving details from the Harvard Art Museums collection.

Spring MCP Bridge

Spring MCP Bridge 是一个工具，它可以自动将 Spring Boot 应用程序中的 REST 端点转换为 MCP（消息会话协议）服务器，从而允许像 Claude、Cursor 和其他 MCP 兼容工具这样的人工智能助手直接与您的 API 进行交互。

today-top3-mcp

A situational local recommendation MCP server that classifies user mood, energy, time, and budget to generate three actionable choices with search keywords and disclosure policy.

Requestly MCP Server

A TypeScript-based MCP server that provides full CRUD operations for Requestly rules and groups, enabling integration with VS Code and other MCP clients through a stdio interface.

Codebreaker Solver

An MCP server for codebreaker.xyz that enables authentication, problem discovery and statement fetching, profile viewing, attachment downloads, solution submission, and submission status polling through matching CLI and MCP tools.

Nager.Date MCP Server

Provides public holidays, long weekends, and country data for 202 countries via the Nager.Date API, with client-side filtering and timezone-aware checks.

HTTP MCP Server

Enables AI agents to send HTTP requests to any endpoint with full control over methods, headers, query parameters, and request bodies.

SergeyKrin9/mcp-servers

Russian-market marketing & ops MCP toolkit. 7 unified servers for Yandex.Direct, Yandex.Webmaster, Google Search Console (RU), YouTube Data API, VK Wall, Telegram publishing, and Click.ru (Telegram Ads + VK Ads + Yandex.Direct unified). The only complete RU-platform bundle for AI agents.

Dynamic Mockups

Enables AI assistants to generate product mockups by integrating with the Dynamic Mockups API. Supports browsing mockup catalogs, creating single or batch renders with design assets, and managing PSD templates.

Comfy MCP Pipeline

这是一个用于 Open WebUI 的 comfy-mcp-server 的管道包装器。

DoneProof MCP

Converts implementation objectives into explicit acceptance criteria and a traceable evidence matrix with hash-linked ledger, enabling deterministic completion assessment.

Diagram Bridge MCP Server

Bridges LLMs and diagram creation by providing intelligent format selection, format-specific instruction generation, and professional diagram rendering across 9+ formats including Mermaid, PlantUML, C4 Model, and GraphViz.

Apple Notes MCP

Enables AI assistants to search and edit Apple Notes on macOS using semantic search, with safe write operations and full local indexing.

mcp-telegram

An MCP server that wraps the Telegram Bot API into semantic tools for LLM agents, supporting multi-bot management for sending and receiving messages. It enables agents to send text, photos, and documents, as well as fetch recent updates from multiple configured Telegram bots.

Overleaf MCP Server

Enables access to Overleaf LaTeX projects through Git integration, allowing users to read files, analyze document structure, extract sections, and manage multiple projects through natural language commands.

Bio-OS MCP Server

Bio-OS 实例平台的 MCP 服务器。

MCP Server for Agent8

一个服务器，它实现了模型上下文协议（MCP），通过stdio和SSE传输方式提供系统提示和代码示例搜索功能，以支持Agent8 SDK的开发。

parquet mcp server

一个强大的 MCP (模型控制协议) 服务器，提供用于操作和分析 Parquet 文件的工具。该服务器旨在与 Claude Desktop 配合使用，并提供四个主要功能：

Microservice Control Panel (MCP)

A modular system for building and orchestrating AI applications through microservices, featuring LLM interactions, Jupyter notebook execution, and visual workflow capabilities.

Groq MCP Server

An intelligent server that connects applications to Groq's AI models, enabling text completion, audio transcription, vision analysis, and batch processing through the Model Context Protocol.

simple-qqdocs-mcp

Operates Tencent Docs spreadsheet cells by reading boundaries, clicking, and inputting text via Playwright MCP, with caching options for efficiency.

Pathfinder MCP Server

Enforces a three-phase gated workflow (Research → Plan → Implement) for complex coding tasks with explicit human approval at each phase transition and automatic context management to maintain focus.

Hello World MCP Server

A simple Model Context Protocol server that demonstrates basic functionality with greeting tools, allowing Claude to say hello and generate custom greetings with different styles and timestamps.

mcp-internet

Enables local LLMs to search the web, scrape pages, and extract structured data (tables, metadata) from sources like Wikipedia and IMDb, with caching and rate limiting.

Ratary Memory

Ratary is an AI Brain Platform — infrastructure that gives AI: Persistent memory — durable, owner-scoped, versioned Structured knowledge — metadata, relations, graph traversal Intelligent retrieval — hybrid search + bounded context assembly Protocol access — Ratary MCP, REST, optional gRPC It sits between AI clients and storage. One brain, many surfaces — Cursor, Claude Code, custom agents, enter

repopack MCP server

Serves local and remote repositories over MCP, enabling AI models to search and retrieve code snippets, file contents, and repository structures on demand.