发现优秀的 MCP 服务器

MCP Server + Document Memory System

Enables AI systems to remember interactions, understand document context through semantic search, and intelligently route requests with persistent memory and quality-scored content synthesis.

Postman MCP Generator

A server that implements the Model Context Protocol (MCP) standard, enabling LLMs like Claude to interact with selected Postman API requests through generated JavaScript tools.

Open MCP

为你的大型语言模型（LLM）收集开放的模型上下文协议（MCP）服务器。

Scratchpad MCP

Enables shared scratchpad functionality for Claude Code sub-agents with full-text search, workflow organization, and intelligent Chinese text tokenization. Supports seamless context sharing and collaboration across workflows with project scope isolation.

Unleash Feature Flag MCP Server

一个 MCP 服务器，允许 AI 助手通过自然语言以编程方式管理 Unleash 功能标志，从而实现跨项目创建、更新和检索功能标志等操作。 (Alternative, slightly more formal and detailed translation): 一个 MCP 服务器，它允许人工智能助手通过自然语言进行编程，从而管理 Unleash 的功能标志。 这使得助手能够执行诸如跨项目创建、更新和检索功能标志等操作。

Zoo MCP Server

A FastMCP-based server that provides tools for retrieving animal species lists and specific animal details from a fictional zoo. It serves as a reference for deploying and securing Model Context Protocol servers on Google Cloud Run.

CanvasXpress MCP Server

Generates CanvasXpress data visualization JSON configurations from natural language descriptions using RAG with 132 few-shot examples, achieving 93% exact match accuracy for creating charts and plots.

Google Calendar MCP Server

Enables AI assistants to interact with Google Calendar through OAuth 2.1 authentication, supporting full calendar and event management including creation, updates, deletion, and search across multiple calendars.

MCP Mobile Server

Transforms AI assistants into mobile development powerhouses with 36 tools for Flutter, Android, and iOS development, including intelligent device management, automated builds, testing, and deployment workflows.

Weather MCP Server

Enables real-time weather information and forecasts using the Open-Meteo API. Provides current weather conditions and forecast data for any location specified by latitude and longitude coordinates.

cfbd-mcp-server

一个 MCP 服务器，在 Claude Desktop 中提供对来自 College Football Data API 的大学橄榄球统计数据的访问。

File Time Search MCP Server

Enables searching for files based on creation or modification timestamps within restricted root directories. It supports glob pattern matching, time range filtering, and pagination for efficient file discovery.

Git MCP Assistant Tool

Enables AI models to perform comprehensive Git repository management including cloning, file operations, branching, committing, and pushing changes via a secure FastMCP interface. It features built-in workspace isolation and rigorous input validation to ensure production-ready repository control.

Simple Subprocess MCP Server

A Model Context Protocol server that enables LLM applications to safely execute shell commands with error handling and timeout settings.

Myongji University Notice Bot

Provides real-time access to the latest announcements and notices from Myongji University's official website through AI-powered web scraping.

Memos MCP Server

Enables AI assistants to interact with Memos instances for knowledge management. Supports searching, creating, updating, and retrieving memos with markdown content, tags, and visibility controls.

Wishfinity +W MCP Server

Enables AI assistants to save product URLs to a user's Wishfinity wishlist. When recommending products, the AI can generate a clickable link that saves items for later purchase or gifting.

MemProcFS-mcp-server

MemProcFS-mcp-server 可以翻译为：**MemProcFS-mcp 服务器** This is a direct translation and maintains the technical nature of the term. It's likely referring to a server component related to the MemProcFS project, possibly handling communication or control (MCP likely stands for Management Control Protocol or similar).

AI Autonomous Data Manager MCP

MCP服务器提供对数据库的受控CRUD访问 **Explanation:** * **MCP server:** MCP服务器 (MCP fúwùqì) - This is a direct transliteration of "MCP server." MCP likely stands for a specific technology or architecture, so it's best to keep it as is. * **providing:** 提供 (tígōng) - meaning "to provide" or "offering" * **controlled:** 受控 (shòukòng) - meaning "controlled" or "regulated" * **CRUD access:** CRUD访问 (CRUD fǎngwèn) - Again, "CRUD" is a common acronym in software development (Create, Read, Update, Delete), so it's best to keep it as is and transliterate it. 访问 (fǎngwèn) means "access." * **to a database:** 对数据库 (duì shùjùkù) - meaning "to a database." 数据库 (shùjùkù) means "database." Therefore, the entire translation means: "An MCP server that provides controlled Create, Read, Update, and Delete access to a database."

[WIP] Programmable Email

Gmail 的 MCP 服务器

SET-MCP

Provides access to the Securities Exchange of Thailand (SET) to retrieve comprehensive financial statements for listed companies. It enables AI agents to query income statements, balance sheets, and cash flow statements with historical data support.

Shell MCP Server

Enables execution of shell commands through a terminal tool and provides access to a custom readme file from OneDrive Desktop or local Desktop directory.

MCP Server Flomo

一个基于 TypeScript 的 MCP 服务器，使用户能够直接从 Claude 将文本笔记写入 Flomo。

YouTube MCP Server

镜子 (jìng zi)

mcp-structured-memory

Make it easy for agents to build their context about your projects over time The server provides a set of tools to help agents accumulate knowledge about a project over time in a structured way.

Ara Records MCP Server

Enables monitoring and analysis of Ansible playbook executions through the Ara Records API. Provides real-time playbook monitoring, task progress tracking, and comprehensive access to Ansible execution data.

Bitpin Mcp Server

这个仓库通过 MCP (模型上下文协议) 服务器，提供了一个 Bitpin 加密货币交易所 API 的全面实现。

GitHub Trending Service

Provides access to GitHub trending projects through MCP, allowing AI assistants to query popular repositories filtered by language and time range (daily/weekly/monthly).

Sandbox MCP

Sandbox MCP