发现优秀的 MCP 服务器

ArXiv Research Assistant

Enables researchers to search ArXiv papers, extract key insights (problems, methods, results) from abstracts, and perform ML-powered analysis including topic modeling, trend visualization, and author collaboration networks.

pure.md MCP Server

Enables AI assistants to reliably fetch web content as markdown and search the web by bypassing bot detection and rendering JavaScript. Provides tools to unblock URLs and search the web with results converted to markdown format.

MCP Vector Sync

一个多租户服务，可以自动监控 Supabase 数据库的更改，生成 OpenAI 嵌入，并为每个租户的项目维护同步的向量搜索功能。

SousChef

Enables comprehensive Chef-to-Ansible migration for enterprise infrastructure with 34 tools across cookbook analysis, resource conversion, InSpec integration, secrets management, and AWX/AAP deployment configuration.

Linear MCP Server

Enables AI agents to search, create, update, and manage Linear issues through natural language, with support for teams, workflows, and comments.

HWCA MCP Server

Enables AI assistants to automate context-management tasks for the Horizon Worlds editor by executing system commands, reading/writing files, and managing processes.

mcp-json-tools

An MCP server that provides tools for JSON validation, diffing, and transformation operations such as flattening and renaming. It also enables data format conversion between JSON, CSV, and YAML to streamline data processing for AI agents.

onenote-mcp

Enables AI assistants to read, write, and manage Microsoft OneNote notebooks, sections, and pages through OAuth-authenticated MCP tools, resources, and prompts.

MCP CLI Wrapper

Wraps any CLI tool and exposes its subcommands as MCP tools with typed parameters, supporting both config-driven mode for structured commands and fallback mode for raw CLI execution.

Tushare_MCP

A Model Context Protocol server that provides intelligent stock data assistance through Tushare's financial data API, enabling users to query comprehensive stock information, financial data, and market indices through natural language.

Homelab MCP Server

Extensible MCP server for managing a homelab from Claude AI, enabling control of VMs, snapshots, services, and files via natural language.

Linux MCP Server

An MCP server for read-only Linux system administration and diagnostics on RHEL-based systems via SSH. It enables users to troubleshoot remote hosts by accessing system information, services, logs, and network configurations through natural language.

LOLServ - Gmail AI MCP Server

Provides AI-powered Gmail tools for email analysis, summarization, drafting replies, and content rewriting with full MCP protocol support.

Gallabox MCP Server

一个用于 Gallabox WhatsApp API 的模型上下文协议 (MCP) 服务器实现。 该服务器充当 MCP 客户端和 Gallabox API 之间的中间件，为发送 WhatsApp 消息提供一个标准化的接口。

llmmcp

Provides real-time, up-to-date documentation for major LLM providers (OpenAI, Anthropic, Google Gemini) to prevent hallucinations and outdated code patterns in AI agents.

calltouch-mcp

MCP server for Calltouch API to retrieve calls, leads, sources, tags, and statistics, enabling call tracking and analysis.

Remote MCP Server with GitHub OAuth

A Cloudflare Workers-deployed MCP server that provides secure remote access to MCP tools through GitHub OAuth authentication. Includes example tools for basic math operations, user info retrieval, and image generation with configurable user access controls.

Post For Me MCP Server

Enables AI assistants to interact with the Post For Me API, allowing them to explore endpoints, make test requests, and use documentation to help integrate this SDK into your application.

creatomate-mcp-server

An MCP server that interfaces with the Creatomate API, turning LLMs into autonomous motion designers that can generate social media videos, ads, and shorts programmatically.

Weather MCP Server

Provides real-time weather updates and city geocoding by integrating the Nominatim and Open-Meteo APIs. It enables users to retrieve current weather conditions for any location through natural language queries in MCP-compatible clients.

Strudel MCP Server

Enables AI assistants to work with Strudel live coding patterns for music creation, including parsing mini notation, generating rhythmic patterns, accessing music theory (scales/chords), and applying pattern transformations.

Coreflux MCP Server

将 Claude 和其他 MCP 兼容的 AI 助手连接到 Coreflux MQTT 代理，使它们能够通过自然语言发现和执行 Coreflux 命令，从而管理模型、动作、规则和路由。

ethereum-tools

一个全面的工具包，用于在 Claude AI 中进行以太坊区块链分析，支持合约审计、钱包分析、盈利能力追踪和链上数据检索。

Airbnb MCP Server

启用搜索爱彼迎房源，并检索详细住宿信息，提供直接链接至爱彼迎页面。

Packet Tracer Visual MCP

Enables automation of Cisco Packet Tracer simulations by placing devices, connecting links, and generating IOS configurations via MCP, ideal for network coursework and demonstrations.

API-Market MCP Server

一个模型上下文协议（Model Context Protocol，MCP）服务器，它将API.market上的200多个API作为MCP资源公开，从而允许大型语言模型通过自然语言命令发现并与各种API进行交互。

re-angr

MCP server for angr — symbolic execution + CFG + reaching-definitions.

Angular Component Inspector

Enables dynamic exploration of Angular library components by reading and analyzing the public API exports. Provides tools to list available components and retrieve detailed component information.

Beehiiv MCP

An MCP server that integrates with the Beehiiv newsletter platform to retrieve subscriber information with filtering, pagination, and optional expanded data.