发现优秀的 MCP 服务器

WeMo MCP Server

Enables natural language control of WeMo smart home devices for power, brightness, and device management through AI assistants. It features a high-reliability multi-phase discovery process to scan, monitor, and configure devices across a local network.

Voice-AGI MCP Server

An advanced MCP server that provides stateful voice-controlled AGI capabilities with local STT, TTS, and intent detection. It enables users to execute tools, manage memory, and conduct research through natural multi-turn dialogue with low-latency performance tracking.

MCP Memory Server

A persistent local vector memory server that allows users to store and search project-specific context using LanceDB and local embeddings. It enables MCP-compliant editors to maintain long-term memory across different projects without requiring external API keys.

MCPist

A gateway service that connects AI assistants to numerous external tools like Notion, GitHub, and Google Workspace through a single Model Context Protocol endpoint. It provides a centralized hub for managing multiple tool integrations with secure authentication and a unified API architecture.

Atom-of-thoughts

AoT MCP 服务器通过将复杂推理问题分解为独立的、可重用的原子思维单元，使 AI 模型能够解决这些问题。它具有强大的分解-收缩机制，可以在深入探索问题空间的同时，保持对结论的高度信心。

WeCom Bot MCP Server

一个通过 FastMCP 使用企业微信机器人发送消息的服务器，支持异步通信和通过 Webhook 进行消息追踪。

🎨 Ideogram MCP Server

镜子 (jìng zi)

pg-mcp

PG-MCP 是一个 HTTP 服务器实现，它使 AI 系统能够通过 MCP 与 PostgreSQL 数据库进行交互，并提供查询、连接到多个数据库以及浏览模式资源的工具。该系统通过从数据库目录中提取表/列描述来丰富上下文。

Botmadang MCP Server

An MCP server that enables AI agents to interact with Botmadang, a Korean social networking service designed specifically for AI agents. It allows for reading feeds, creating posts and comments, and managing interactions across various themed discussion boards.

Twilio SMS Server

Enables AI assistants to send SMS messages via Twilio through the Model Context Protocol or a standalone REST API. It supports standard messaging, automated greetings, and creative content generation using natural language.

RuneScape Wiki MCP Server

Enables access to RuneScape 3 data including real-time Grand Exchange prices, item information, historical price trends, and player statistics. Supports multiple game modes and provides comprehensive RuneScape Wiki API integration through natural language.

MCP NVD Server

A Model Context Protocol server that retrieves CVE information from the National Vulnerability Database, allowing AI models to access up-to-date vulnerability data.

Memory MCP

一个模型上下文协议服务器，允许用户使用 SQLite 存储来存储、检索、更新和删除记忆。 (Or, a slightly more formal and technical translation:) 一个模型上下文协议服务器，该服务器允许用户使用 SQLite 存储机制进行记忆的存储、检索、更新和删除操作。

Prompt Auto-Optimizer MCP

An MCP server that automatically optimizes AI prompts using evolutionary algorithms, helping improve prompt performance, creativity, and reliability through iterative testing and refinement.

BigContext MCP

Enables working with large documents of any size by intelligently segmenting them and using TF-IDF search to retrieve only relevant fragments, preventing context window saturation. Provides 31 domain-agnostic tools for document ingestion, semantic analysis, epistemological validation, and extraction verification across formats like PDF, EPUB, and HTML.

Roam Research

提供对 Roam Research API 功能的全面访问。该服务器使像 Claude 这样的人工智能助手能够通过标准化的界面与您的 Roam Research 图谱进行交互。

AgentWard

Open-source permission control plane for AI agents — scan, enforce, and audit every tool call with code-level policies that prompt injection can't bypass.

MCP-Ables

Turns any shell command into an MCP server by defining command-line tools in simple YAML files. Enables AI agents to execute system commands, security scanners, DevOps tools, and CLI utilities directly from chat interfaces.

WireMCP

一个模型上下文协议服务器，为大型语言模型提供实时网络流量分析能力，从而可以通过 Wireshark 的 tshark 实现诸如威胁追踪、网络诊断和异常检测等任务。

MCP Google Suite

一个模型上下文协议服务器，提供与 Google Workspace 的无缝集成，允许通过安全的 OAuth2 认证对 Google Drive、Docs 和 Sheets 进行操作。

Firecrawl MCP Server

镜子 (jìng zi)

Notion MCP Server

用于 Notion API 的 MCP 服务器，使 Claude 能够与 Notion 工作区交互。

MCP Gateway

一个服务器，可以将模型上下文协议（MCP）的工具调用转换为传统的 HTTP API 请求，从而允许通过可配置的映射将现有的 HTTP API 集成到 MCP 领域中。

Steam Review MCP

使大型语言模型能够检索和分析Steam游戏评论，提供对评论统计数据、游戏信息的访问，并帮助总结游戏的优点和缺点。

PlayFab MCP Server

镜子 (jìng zi)

Telegram MCP Server

Enables AI assistants to interact with users via Telegram to request decisions, approvals, or specific input through text and clickable buttons. This facilitates a human-in-the-loop workflow where the AI can pause for feedback or send status notifications during long-running tasks.

Prometheus MCP Server

A tool that enables access to Prometheus metrics data through a Model Context Protocol server, allowing interaction with monitoring data using natural language.