发现优秀的 MCP 服务器

Linksee Memory

Local-first cross-agent memory MCP. 6-layer structured brain (goal/context/emotion/impl/caveat/learning) with token-saving file diff cache (86% measured savings on re-reads)

agentalmanac-mcp

Enables searching and retrieving details of 9,000+ MCP servers from the Agent Almanac catalog, allowing agents to discover, inspect, and install tools directly.

Google Workspace MCP Server

A self-hosted MCP server providing Claude with authenticated access to Google Calendar, Gmail, Drive, Docs, Sheets, and Slides via 43 tools and secure OAuth2.

AI Development Pipeline MCP

A Model Context Protocol server that enables seamless integration between Claude AI and development tools like VSCode, Augment, Vercel, Airtable, and Square.

mcp-mijia

Enables AI assistants to control Xiaomi Mi Home smart devices through natural language, supporting device listing, property control, actions, and scenes.

gNMIBuddy

An MCP server that enables LLMs to retrieve structured network information, including routing, interfaces, MPLS, and topology, from devices using gNMI and OpenConfig models. It facilitates real-time network analysis, log filtering, and status monitoring through a standardized interface.

Google Cloud Docs MCP Server

Enables AI assistants to search and access Google Cloud Platform documentation in real-time, supporting 20+ GCP services with natural language queries and smart content extraction.

yahoo-finance-mcp-server

An MCP server that exposes comprehensive Yahoo Finance data (quotes, financials, options, news, and more) to AI agents via the yfinance library, requiring no API key.

mcp-weather-server

Provides current weather information for any city using the Open-Meteo API. Returns temperature, humidity, wind speed, and other weather data in JSON format.

Prompts MCP Server

A Model Context Protocol server for managing prompt templates as markdown files with YAML frontmatter, allowing users and LLMs to easily add, retrieve, and manage prompts.

Remote MCP Server Authless

A serverless MCP implementation on Cloudflare Workers that allows deploying custom AI tools without authentication requirements.

OpenGrok MCP Server

OpenGrok MCP Server is a native Model Context Protocol (MCP) VS Code extension that seamlessly bridges the gap between your organization's OpenGrok indices and GitHub Copilot Chat. It arms your AI assistant with the deep, instantaneous repository context required to traverse, understand, and search massive codebases using only natural language.

LmsPs

Enables interaction with a persistent PowerShell session through LM Studio. Provides tools to run commands, manage directories, and handle environment variables while maintaining session state between calls.

Ghibli Video MCP Server

一个基于 TypeScript 的服务器，可以将静态图像转换为具有吉卜力风格美学的动画视频，并通过 Claude Desktop 访问。

AI Sticky Notes

Lightweight MCP server for adding, reading, and summarizing sticky notes persisted in a local file.

expense-tracker-remote-mcp-server

A remote MCP server for expense tracking, providing tools to add, list, update, delete expenses, and generate summaries, budget status, and monthly trends.

debrid-link-mcp-server

Enables AI assistants to manage Seedbox torrents, unlock premium download links, and create transcoding streams via the Debrid-Link API v2.

mcp-nettools

A Model Context Protocol server that provides network diagnostics and scanning tools such as nmap, DNS lookups, whois, traceroute, and security analysis.

RayBridge

Bridges locally installed Raycast extensions to any MCP-compatible client via stdio or HTTP. It enables headless execution of extension logic by shimming UI components and leveraging existing OAuth tokens.

steam-mcp

MCP Server for the Steam Web API — access player profiles, game libraries, achievements, news, friend lists, and store search through Claude.

oscilloscope-mcp

MCP server that lets an AI agent operate a bench oscilloscope over LAN/SCPI to observe physical pin behavior, bridging RTL simulation and hardware testing.

NLSQL MCP Server

An MCP (Model Context Protocol) server that exposes natural language to SQL functionality, allowing any MCP-compatible client to convert plain English questions into SQL queries for database interaction using AI.

ClickUp MCP Server

一个增强的“模型上下文协议”服务器，使 AI 助手能够与 ClickUp 工作区交互，支持通过自然语言处理任务关系、评论、清单和工作区管理。

mcp-climatiq

Climatiq MCP server that calculates carbon footprints using emission factors, enabling users to list unit types and compute environmental impact.

Chemspace MCP Server

Enables AI agents to search the Chemspace API for synthesizable building blocks and screening compounds using exact matches, substructure searches, and similarity searches by SMILES strings.

web-mcp-server

MCP server that exposes web_search and web_fetch tools, allowing LLM applications to search the web via DuckDuckGo and fetch page content as cleaned markdown.

AEM DEV MCP Server

Enables AI agents to manage Adobe Experience Manager instances, including OSGi bundle and component operations, configuration CRUD, health monitoring, log analysis, and Groovy script execution.

eToro MCP Server

提供模型上下文协议工具，用于与eToro的公共API端点交互，允许用户获取投资组合、查找工具详情以及搜索工具，同时处理CORS限制。

CourtListener MCP Server

Enables LLM-friendly access to the CourtListener legal database and eCFR for searching legal opinions, court cases, judges, documents, and federal regulations.

AI Ops Hub

An MCP server with RAG capabilities that provides AI clients secure access to local notes, documents, web pages, and task management tools for developer operational tasks. Features file operations, web scraping with content cleaning, and personal knowledge corpus search functionality.