发现优秀的 MCP 服务器

AACT Clinical Trials MCP Server

Provides AI assistants with direct query access to the AACT (Aggregate Analysis of ClinicalTrials.gov) database, allowing structured retrieval and analysis of clinical trial data.

MCP Riot Server

A community-developed Model Context Protocol server that integrates with the Riot Games API to provide League of Legends data, enabling AI assistants to retrieve player information, ranked stats, champion mastery, and match summaries through natural language queries.

Company MCP Server - Google Workspace Integration

Enables Claude to interact with Google Workspace services including Gmail, Drive, Sheets, Docs, and Calendar. Provides comprehensive tools for reading, creating, and managing emails, files, spreadsheets, documents, and calendar events with built-in safety controls and audit logging.

OpenBanking MCP Server

An MCP server that integrates with local Ollama LLMs to provide financial analysis through four specialized agents (Market Analyst, Portfolio Manager, Risk Analyst, and Explainability Agent) with comprehensive banking tools.

HubSpot RevOps MCP Server

A read-only MCP server that connects to HubSpot to audit CRM data, diagnose RevOps maturity, identify at-risk deals, and provide step-by-step guidance for fixing issues.

IMS MCP Server

Exposes the Integrated Memory System (IMS) capabilities, including session management, memory storage, and RAG-based context search, via the Model Context Protocol. It allows MCP-aware clients to interact with IMS backends to maintain long-term memory and context across sessions.

aws-safe-mcp

A read-only MCP server for safe, structured investigation of AWS serverless resources, providing curated tools for tracing dependencies, permissions, and failures without exposing raw SDK access.

reddit_mcp

A Model Context Protocol server for reading public Reddit data and posting authenticated replies, enabling AI agents to interact with Reddit content.

mcp-mealie

MCP server for Mealie that exposes its REST API to manage recipes, meal plans, shopping lists, cookbooks, and taxonomy through natural language.

@hyperwhisper/mcp

Enables Cursor, Claude, and other MCP agents to interact with the HyperWhisper app for voice transcription, model management, and recording search.

AXT-MCP

A Model Context Protocol service registry and connector framework that enables seamless integration with multiple services and models through a standardized API interface. Provides an extensible architecture for custom service adapters, API integrations, and model registries.

Launch Engine

Agentic pipeline that transforms ideas to revenue — for solo founders and bootstrappers.

mcp-revelor

Connects AI assistants to Revelor e-shop analytics, search configuration, and recommendations, enabling both reading and optional writing for e-shop data.

GitLab MCP Server

Enables AI assistants to interact with GitLab projects, allowing users to view merge requests, reviews, discussions, pipeline tests, and job logs through natural language queries.

MCP Server

MCP服务器集成了来自 Youtube-Summarizer 的 API 作为 MCP 协议中的工具，从而允许通过自然语言查询进行本地 AI 应用交互和工具利用。

Mantis MCP Server

一个模型上下文协议（MCP）服务，它能够与 Mantis Bug Tracker 集成，允许用户通过自然语言命令查询和分析缺陷跟踪数据。

Vanna AI MCP Server

An MCP server that allows AI assistants to query databases using natural language by leveraging Vanna AI. It supports secure SSH tunneling, model training on database schemas, and persistent storage of SQL patterns via ChromaDB.

agent-bom

AI supply chain security scanner for MCP servers and AI agents. 18 tools for CVE scanning, blast radius mapping, CIS benchmarks, SBOM generation, and compliance enforcement across OWASP LLM Top 10, MITRE ATLAS, NIST AI RMF, and EU AI Act.

FindRepo MCP Server

一个用于分析代码仓库的 MCP 服务器应用程序。

Instagram Video Downloader MCP Server

一个轻量级的 MCP 服务，能够以编程方式将 Instagram 视频下载到指定的本地路径，并提供进度跟踪。

Android Development MCP Server

Provides Android development assistance following NowInAndroid best practices, including architecture patterns, code generation for feature modules/ViewModels/repositories, and searchable documentation for Jetpack Compose and modularization.

OpenTelemetry Collector MCP Server

一个 MCP 服务器实现，它能够动态配置 OpenTelemetry Collector，允许用户通过 MCP 工具添加、移除和配置接收器、处理器和导出器。 (Alternatively, a slightly more formal translation:) 一个 MCP 服务器的实现方案，该方案支持对 OpenTelemetry Collector 进行动态配置，从而允许用户通过 MCP 工具来添加、移除和配置接收器（receiver）、处理器（processor）和导出器（exporter）。

flet-mcp-server

Model Context Protocol (MCP) server that dynamically fetches and serves official Flet resources to AI agents, including documentation, controls, packages, and ecosystem components.

mcp-stockfish

A Model Context Protocol server that lets your AI talk to Stockfish. Because apparently we needed to make chess engines even more accessible to our silicon overlords.

hwp-mcp

An MCP server for reading, writing, and managing Korean Hangul Word Processor (HWP/HWPX) files. It allows users to extract content, fill templates, and create new documents directly through AI assistants.

mcp-outlook-calendar

Enables interaction with Outlook / Microsoft 365 calendar, allowing users to list events, get event details, find meeting times, and access calendar and profile information.

Whoop MCP Server

Enables users to access Whoop biometrics including recovery, sleep, and strain scores while facilitating activity logging and device management. It allows for seamless interaction with health data to set alarms, update weight, and track activities through natural language commands.

Loxone MCP Server

Enables natural language control of Loxone smart home systems, including lighting, audio, climate, and environmental monitoring, through MCP-compatible clients.

Cloud Agent MCP Server

Enables AI assistants to create and manage Cursor Cloud Agents that autonomously work on GitHub repositories, including creating tasks, monitoring progress, and automatically generating pull requests.

Adobe Express MCP Server

Enables Adobe Express add-on developers to scaffold projects, access code examples, query SDK documentation, and get implementation guidance for building Adobe Express add-ons.