发现优秀的 MCP 服务器

mcp-server-hello

MCP server providing tools for addition, current time, config index updates, a random joke resource, and a friendly greeting prompt.

notebookllm_mcp

Converts Jupyter notebooks to a simplified plain text format to reduce token usage for LLMs, and can convert back. Enables loading, editing, and saving notebooks via MCP tools.

Caudal

Finance OS for bootstrapped SaaS, providing MCP tools for transaction recording, projections, alerts, and more through natural language interfaces.

SoftAuto

Enables AI agents to perform deterministic Windows desktop and browser automation through MCP, using pre-validated UI Automation and DOM locators for fast, stable execution of ERP and business workflows.

ai-dememory

Personal multi-LLM memory repository using Markdown as source of truth, SQLite FTS5 for retrieval, and MCP tools for search, context, and write proposals.

ssh-mcp

Enables LLMs to interact with remote servers via SSH, supporting command execution, file upload/download, and directory listing.

vscode-editor-mcp

Exposes the active file and selection(s) from VS Code to MCP clients, enabling CLI coding agents to access current editor context.

mcp-codesearch

MCP server for semantic code search with AST-aware chunking, hybrid vectors, and query syntax.

yfinance-mcp

Enables access to Yahoo Finance market data including historical OHLCV prices, momentum oscillators, trend-following indicators, and volume moving averages for stock tickers.

EndNote for Word MCP Server

Enables AI agents to manage citations in Microsoft Word via EndNote, including DOI-verified paper search, RIS import/export, and genuine CWYW IEEE citations.

Volcengine TLS Model Context Protocol Server

与火山引擎 TLS API 交互。

AI-Powered Jira MCP Server

Enables natural language interactions with Jira for creating issues, managing boards, searching tickets, and handling project operations. Supports conversational AI workflows with smart field detection and multi-turn conversations.

InDesign MCP Server

Enables AI assistants to control Adobe InDesign for automated publishing workflows, document creation, and layout tasks across macOS and Windows.

polymarket-mcp

MCP server for Polymarket prediction markets enabling query of markets, events, narratives, arbitrage, and more via MCP or HTTP.

Cursor Sound MCP

当 Cursor AI 完成代码生成时播放音效，为编码体验提供音频反馈，使其更具互动性。

Power BI Unified MCP

One MCP interface for AI-driven Power BI semantic-model engineering and PBIR/PBIP report authoring.

moa-mcp

A local stdio MCP server for running single-turn prompts across multiple model providers (OpenAI, Ollama, OpenRouter), allowing agents to fan out the same prompt to several models and combine the output.

AgentDank:

用于大麻数据集的“模型上下文协议”（MCP）服务器。

SQL Data MCP Server

A custom MCP server that gives Claude Desktop direct access to a SQLite database, enabling natural language questions to be answered through real SQL execution.

ChatGPT MCP Server

一个模型上下文协议服务器，它通过使用自定义 GPT 界面，实现通过自然语言交互来管理 Docker 容器。 (Alternative, slightly more formal and technical:) 一个模型上下文协议服务器，该服务器允许通过自定义 GPT 接口，使用自然语言交互的方式来管理 Docker 容器。

SolidworksMCP-python

Python MCP server for SolidWorks automation with 109 tools covering the full CAD lifecycle. Enables AI-assisted design workflows through COM automation on Windows.

MCP Easy Copy

一个模型上下文协议（Model Context Protocol，MCP）服务器，能够自动读取 Claude Desktop 的配置文件，并在工具列表的顶部以易于复制的格式呈现所有可用的 MCP 服务。

Jamot MCP

An MCP server that turns AI agents into a coordination brain for human teams — assign tasks, check workload, decompose complex instructions, and hand over full context through a single SSE endpoint.

screentime-mcp-server

Enables querying macOS Screen Time data to retrieve app usage, hourly breakdown, and custom SQL queries through MCP.

Tmux MCP Server

Enables programmatic control over tmux terminal sessions for SSH access, command execution, and terminal automation. Supports creating sessions, sending commands, capturing output, and managing multiple panes for interactive debugging and monitoring.

RedLens MCP Server

Provides read-only access to Amazon Redshift warehouses through MCP, enabling listing databases, schemas, tables, and columns, running read-only queries, and explaining query plans.

strava-mcp-bridge

Bridges local stdio MCP clients like Codex and OpenCode to Strava's official MCP endpoint, enabling Strava data access via imported OAuth credentials from Claude Code without a developer app.

claude-concilium

Multi-agent AI consultation framework for Claude Code via MCP — get second opinions from OpenAI, Gemini, Qwen, DeepSeek

JLPT Study MCP Server

Connects Claude Desktop to personal Japanese study data, including Anki due cards and a study session log, enabling card retrieval, session logging, streak tracking, and interactive quizzes.