发现优秀的 MCP 服务器

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。

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）。

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.

Hostodo MCP

Manage Hostodo VPS infrastructure from MCP clients and AI agents with scoped tokens and audit logs.

AI Consensus Connector

Integrates AI Consensus into coding agents, routing decisions through three frontier AI models for independent analysis and cross-examination, returning a recommendation and strongest dissent.

YouTube Tools MCP Server

Enables AI assistants to search YouTube videos using the official YouTube Data API v3, extract full video transcripts in multiple languages, and store/retrieve video summaries using a local database.

AI Token Cost Optimization MCP Server

Provides tools to count tokens, estimate API costs, optimize prompts, and compare AI model pricing for multiple LLMs.

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。

OpenProject MCP Server

An MCP server that connects Claude Desktop to your OpenProject instance, allowing you to manage projects, tasks, and time entries through natural language.

WFGY MCP Server

Enables real $1M-level reasoning through MCP protocol integration with Augment, providing tools for AI problem diagnosis, semantic analysis, and workflow optimization.

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.

reddit_mcp

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

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.

Joomla MCP Server

A Joomla component that turns your Joomla instance into an MCP server so you can fully manage your website with a simple prompt.

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.

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.

basecamp-mcp

Enables interacting with Basecamp projects, todos, messages, chats, and more through MCP tools, wrapping the basecamp CLI.

android-sqlite-inspector

Inspects and queries SQLite databases on Android devices via ADB, supporting listing databases/tables, describing schemas, and executing SELECT/INSERT/UPDATE/DELETE queries.

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.

MCP Examples Project

A demonstration project that implements a Model Context Protocol (MCP) server with example tools for calendar, task management, and weather functionality in a Docker container.

mcp-mealie

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

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.

kenall-mcp

MCP server that provides access to the Kenall postal code API for Japanese address lookups, enabling lookup by postal code and search by address.

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.

Fresh Linkedin Profile Data MCP Server

Enables access to the Fresh Linkedin Profile Data API for scraping LinkedIn profiles, companies, posts, jobs, and other data through a variety of tools.

Loxone MCP Server

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

remote-mcp-google-chat-server

A remote MCP server for Google Chat, deployed on Cloudflare Workers without authentication, enabling tool execution via MCP protocol.

codebaxing

MCP server for semantic code search that indexes your codebase and allows AI editors to search using natural language queries.

Confluence MCP Server

Enables AI assistants to interact with Atlassian Confluence Cloud by providing tools to create, update, search, and delete pages. It facilitates seamless content management within Confluence spaces using Markdown and the Confluence REST API.

shell-session-mcp

Provides persistent interactive shell sessions via pseudo-terminals for MCP agents, enabling bidirectional communication, incremental reads, and stateful command execution across steps.