发现优秀的 MCP 服务器

Apache Doris MCP Server

Apache Doris 和 VeloDB 的 MCP 服务器

CodeSeeker-MCP

Advanced code search and transformation MCP server for AI assistants. Combines ugrep's speed with intelligent replace capabilities, dry-run previews, and language-aware refactoring across 11 tools.

Rover MCP Server

A ModelContextProvider server that enables secure querying of Red Hat internal groups API using client certificate authentication.

Discord MCP Server

一个 MCP 服务器，它允许 Claude 通过提供发送/读取消息以及通过 Discord API 管理服务器资源的工具来与 Discord 互动。

Arre Ankit_notion Mcp Server

镜子 (jìng zi)

Redash MCP Server

Enables interaction with Redash instances through a standardized interface, allowing users to execute SQL queries, manage data sources, and retrieve query results using natural language.

Microsoft Graph MCP Server

A Model Context Protocol server that connects to Microsoft Graph API, allowing AI assistants to query and access data from Microsoft Entra ID (formerly Azure Active Directory).

MCP AI Infra Real Time Agent

开发了一种基于 MCP 的 AI 基础设施，该基础设施能够为 Claude 和 Cursor 等 AI 客户端提供实时工具执行、结构化知识检索和动态代理交互。

ArkForge Trust Layer

Third-party certifying proxy — sign any HTTP call (AI agents, webhooks, microservices) with an independent Ed25519 signature, RFC 3161 timestamp, and Sigstore Rekor anchor.

Wegene Assistant MCP Server

利用大型语言模型分析用户的微基因（WeGene）基因检测报告，通过自定义 URI 方案提供对报告数据的访问，并通过 OAuth 认证和 API 使用实现个人资料和报告管理。

Shopify Liquid MCP Server

Provides instant, offline access to complete Shopify Liquid documentation (198 docs covering tags, filters, and objects) for AI assistants to help with theme development and Liquid templating.

README Generator MCP Server

Enables LLMs to automatically analyze project structures, detect technologies, and generate comprehensive, professional README documentation files with proper formatting, badges, and sections.

Gemini Web Search MCP Server

Enables web search capabilities by integrating with the local gemini-cli tool. Provides access to Gemini's Web Search Tool functionality through the Model Context Protocol.

Ditto MCP Server

Enables secure execution of Ditto DQL (Data Query Language) queries over HTTPS with safety checks and capability gating. Supports parameterized queries, health checks, and configuration management for Ditto database operations.

Model Context Protocol Servers in Quarkus/Java

镜子 (jìng zi)

Plane MCP Server

一个模型上下文协议（Model Context Protocol）服务器，使大型语言模型（LLM）能够与 Plane.so 交互，允许它们通过 Plane 的 API 管理项目和问题，从而简化项目管理工作流程。

ChillMCP

Enables AI agents to take breaks and manage stress levels through various休息 activities like coffee breaks, Netflix watching, and bathroom breaks. Features a boss alert system that adds realistic workplace tension to the break-taking experience.

Backlog MCP Server

通过模型上下文协议将 Backlog 项目管理与 Claude 集成，从而可以通过自然语言交互访问项目、问题和 Wiki 页面。

Trello MCP Server with Python

一个强大的 MCP 服务器，用于通过 AI 主机与 Trello 看板、列表和卡片进行交互。

OSRS MCP Server

Enables interaction with Old School RuneScape game data and Wiki through the Model Context Protocol, providing tools to search the OSRS Wiki and access game definitions for items, NPCs, locations, and game mechanics.

Firecrawl MCP Server

Integrates Firecrawl web scraping capabilities, enabling web content extraction, crawling, site mapping, search, and structured data extraction with automatic rate limiting and retry handling.

Reddit MCP

一个即插即用的 MCP 服务器，它使 AI 助手能够通过 PRAW 库浏览、搜索和阅读 Reddit 内容。

TxtAi Memory Vector Server

使用 TxtAI 实现的用于语义搜索和内存管理的模型上下文协议 (MCP) 服务器。 该服务器提供了一个强大的 API，用于存储、检索和管理具有语义搜索功能的基于文本的记忆。 你也可以使用 Claude 和 Cline AI。

Reflect MCP Connector

Enables users to connect their Reflect account to MCP-compatible clients to manage notes, graphs, and links. It provides tools for creating or appending to daily notes, listing books, and managing content via the Reflect API.

EPICS MCP Server

Enables interaction with EPICS (Experimental Physics and Industrial Control System) process variables through natural language. Supports reading PV values, setting PV values, and retrieving detailed PV information for monitoring and controlling hardware or software parameters.

MCP Server Foundation Template

A customizable, production-ready template for building Model Context Protocol servers with dual transport support (stdio and HTTP), TypeScript, Docker support, and extensible architecture for tools, resources, and prompts.

RegistrumMCP

UK Companies House API- Query live UK company data via the Registrum API. Tools for company search, enriched profiles, iXBRL financials (P\&L + balance sheet), director history, and corporate network mapping via shared director connections.

MCP Framework

A middleware system that connects large language models (LLMs) with various tool services through an OpenAI-compatible API, enabling enhanced AI assistant capabilities with features like file operations, web browsing, and database management.