发现优秀的 MCP 服务器

Awesome Claude MCP Servers 🤖

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Financial Analysis MCP Server

Enables LLMs to retrieve, analyze, and visualize stock prices and financial report data for quantitative trading research and investment analysis. Provides real-time and historical stock data, financial statement analysis, key metric calculations, and trading signal visualization.

server-run-commands

MCP 服务器在本地操作系统上运行命令

MCP Server for FTP Access

使 Claude 能够通过自然语言命令与 FTP 服务器交互，允许用户在 FTP 服务器上列出目录、下载/上传文件、创建目录以及删除文件/目录。

Twitter MCP Server

这个 MCP 服务器允许客户端与 Twitter 互动，从而能够发布推文和搜索 Twitter。

BambooHR MCP Server

Enables AI assistants to interact with BambooHR's API through natural language queries. Provides access to employee data, time off management, company files, and HR operations with comprehensive tools for workforce management.

Flux Schnell Server

一个基于 Flux Schnell 模型的 MCP 图像生成服务器，提供 API 接口，可以通过文本提示生成图像，并支持自定义尺寸和种子。

MCP-URL2SNAP

一个轻量级的模型上下文协议 (MCP) 服务器，使你的 LLM 能够捕获任何指定 URL 的屏幕截图，并仅返回捕获图像的访问 URL。 这个工具简化了生成和共享网页快照的过程，使其非常适合集成视觉捕获功能。

MCP Memory LibSQL Go

🧠 High-performance persistent memory system for Model Context Protocol (MCP) powered by libSQL. Features vector search, semantic knowledge storage, and efficient relationship management - perfect for AI agents and knowledge graph applications.

Todoist MCP Server

Provides Todoist task management capabilities to AI assistants through the Model Context Protocol. Enables users to interact with their Todoist projects and tasks directly through Claude Desktop using natural language commands.

ChatterBox MCP Server

A Model Context Protocol server that enables AI agents to join and interact with online meetings (Zoom and Google Meet), capturing transcripts and recordings to generate meeting summaries.

Suno-MCP

A Model Context Protocol server that allows AI assistants to generate music through the Suno API, supporting custom lyrics and style inputs or inspiration-based creation.

MCP RAG

A complete MCP server for Retrieval-Augmented Generation with file management and vector memory for agents. Supports multiple document formats (PDF, DOCX, TXT, MD, CSV, JSON) with semantic search using Hugging Face embeddings and ChromaDB for efficient vector storage.

Database Updater MCP Server

一个 Claude 集成，它可以通过自然语言命令，从 CSV 和 Excel 文件更新各种数据库类型（PostgreSQL、MySQL、MongoDB、SQLite）。

GIF Creator MCP

Converts video files to GIF animations with customizable settings like FPS, dimensions, and duration.

Playwright-Lighthouse MCP Server

一个使用 Playwright 和 Lighthouse 分析网站性能的服务器，允许 LLM 通过模型上下文协议执行 Web 性能分析。 (Alternatively, a slightly more formal translation:) 一个利用 Playwright 和 Lighthouse 分析网站性能的服务器，它允许大型语言模型（LLM）通过模型上下文协议来进行 Web 性能分析。

Sage 200 MCP Server by CData

This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free CData MCP Server for Sage 200 (beta): https://www.cdata.com/download/download.aspx?sku=GGZK-V&type=beta

MCP Character Count

Enables counting characters or bytes in text with options to include or exclude whitespace. Provides a simple tool for text analysis and length measurement.

jira-service MCP server

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Gmail AutoAuth MCP Server

用于 Claude Desktop 的 Gmail 集成服务器，支持自动身份验证。该服务器使 AI 助手能够通过自然语言交互来管理 Gmail。

Azure AI Agent Service + Azure AI Search MCP Server

Enables Claude Desktop to search private documents using Azure AI Search and perform web searches with Bing, providing AI-enhanced results with source citations through Azure AI Agent Service or direct Azure AI Search integration.

AWS S3 MCP Server

通过预签名 URL 提供对 AWS S3 存储桶的安全访问，从而能够列出、下载、上传和删除对象。

OpenTK Model Context Protocol Server

A bridge between large language models and Dutch parliamentary data, providing access to Dutch parliamentary documents, debates, and member information from the Tweede Kamer.

Discord MCP Server

Enables comprehensive Discord bot management and server operations through MCP, including channel management, message handling, member moderation, role management, and voice operations. Provides secure Discord API integration with built-in permission controls and audit logging capabilities.

Telegram MCP Server

一个桥梁，允许 Claude Desktop 通过模型上下文协议访问 Telegram 聊天和消息，提供只读功能以从 Telegram 检索对话和消息。

Genanki MCP Server

Enables automated generation of Anki flashcard decks with rich CSS templates and media assets. Provides secure deck creation with sandboxed media handling and temporary download links for .apkg files.

AivisSpeech MCP Server

一个模型上下文协议服务器，它使 AI 助手能够通过标准化的 API 接口利用 AivisSpeech Engine 的高质量语音合成能力。

ICY_MCP

Enables Instagram engagement analysis using the unofficial Instagram Private API, including comment sentiment analysis, account comparison, demographic extraction, lead identification, and engagement reporting.