发现优秀的 MCP 服务器

Obsidian MCP Server

Enables AI assistants to interact with Obsidian vaults through direct filesystem access, supporting note management, lightning-fast search with SQLite indexing, image analysis, tag/link management, and bulk operations.

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。

hono-mcp-server

Easily expose your Hono API endpoints as MCP tools with minimal configuration, supporting type-safe input handling and tool registration.

mlflow-mcp-server

MLflow MCP — 82 tools for experiments, runs, registered models, traces, assessments. MLflow 3 GenAI traces support with analyze-failed-traces workflow Prompt.

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.

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.

Confluence Cloud MCP Server

Enables interaction with Confluence Cloud pages, spaces, content, media, and navigation via natural language, with session-based editing and native macro support.

IP Lookup MCP

Provides IP address geolocation and lookup via ip-api.com, no authentication required for basic usage.

mcpd-proxy

An MCP server that acts as a proxy between IDEs and the mcpd daemon, exposing all mcpd-managed MCP servers through a unified interface.

lutris-source-mcp

Closes the find-download-install loop for lutris-mcp by searching Prowlarr, downloading via qBittorrent, polling until complete, classifying the result, and returning a path for installation.

Firecrawl MCP Server

镜子 (jìng zi)

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.

Nobulex MCP Compliance Server

Provides covenant rule enforcement, hash-chained audit logs, and integrity verification for MCP-compatible agents. It enables users to define granular permission rules and maintain a tamper-evident audit trail of all actions.

componentize

Converts design screenshots into reusable Tailwind HTML components via MCP protocol, enabling any AI to extract and export individual UI elements.

grocers-design-mcp

Exposes the Grocers Design System as queryable tools for coding agents, including design tokens, UI components, brand foundations, and a skill manifest.

AI Calendar Assistant

Provides a set of MCP tools to manage Google Calendar events via natural language, allowing creation, querying, updating, and deletion of events through a local LLM (Ollama) and MCP client.

TextWeb

Renders web pages as structured text grids for AI agents to browse and interact with, preserving spatial layout without screenshots.

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.

Frappe MCP Server

Allows AI assistants to interact with Frappe applications through the official REST API, enabling document CRUD operations, schema handling, and detailed API instructions.

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。

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。

ppt-mcp

An MCP server that provides real-time control of Microsoft PowerPoint via COM automation, enabling AI agents to create and edit presentations with 155 tools across 26 categories.

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。

random-web3-mcp

RandomWeb3MCP 是一个基于 EVM 区块哈希的随机元素生成服务。该服务提供各种随机元素生成工具，可用于游戏、金融、测试和其他领域。

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.

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。

mcp-Docuplete

Docuplete automates document completion for businesses — PDF templates, client interview forms, and e-signatures in one platform. The MCP server lets you drive the entire workflow from a conversation: find your document packages, start a client session, prefill fields from context, and generate the completed PDF packet without touching the dashboard.

mcp-browser

Exposes Playwright browser automation as MCP tools, enabling AI assistants to control a real browser tab-by-tab for form filling, navigation, and more, while preserving the user's active session.

Advanced MCP Server

Provides AI coding agents with a secure, sandboxed environment for executing coding tasks including file operations, command execution, and testing. Features session management, policy enforcement, and Docker-based sandboxing for safe code execution and development workflows.