发现优秀的 MCP 服务器

Meraki Monitor MCP

Enables secure, read-only monitoring of Cisco Meraki networks, allowing AI agents to query real-time information on organizations, networks, devices, clients, and traffic without risk of configuration changes.

geekbi-temu-research-mcp

Provides Temu e-commerce data analysis and market research tools via MCP, enabling AI agents to search products, images, stores, categories, keywords, and reviews for market insights and business decisions.

bookie

A Model Context Protocol (MCP) server that keeps the books for your personal and business finances using double-entry accounting — driven entirely from an LLM.

cy-excel-mcp

Parses WeChat order messages, merges follow-up updates, and writes structured orders into a OneDrive Excel workbook through Microsoft Graph.

easyhire-jobs

Read-only MCP server for the public EasyHire job board. Enables searching job openings, retrieving full postings, filtering by criteria, and listing countries with open roles.

recibosplit

Read-only MCP server for querying group expense splits and balances from a self-hosted receipt splitting app.

mcp-invoices

An MCP server for managing invoices with DynamoDB, offering tools to create, retrieve, and list invoices, plus a REST API.

BrixUI MCP Server

An MCP server that connects AI clients to Figma components, design tokens, and variables from the BrixUI Design System, enabling component browsing, searching, and token retrieval.

MCP Serverless

模型上下文协议 (MCP) 的无服务器实现

Rollbar MCP Server

一个 MCP (模型控制平面) 服务器实现，它使大型语言模型 (LLMs) 能够与 Rollbar 错误跟踪数据进行交互，允许用户列出和分析错误、查看事件发生情况、跟踪部署以及访问项目信息。

mcp-server-grok-image

MCP server for generating and editing images using xAI's Grok API. Provides tools for image generation, editing, and style listing with configurable models and output options.

knoten

Enables coding agents to query and commit to a research graph that remembers failed experiments, ensuring reproducibility and preventing redundant work.

Excel MCP Server

Enables AI assistants to perform comprehensive Microsoft Excel operations including data analysis, cell editing, advanced formatting, and VBA execution on Windows systems. It provides a structured workflow for managing workbooks and worksheets through a dedicated Model Context Protocol interface.

mcp-opnsense

Slim OPNsense MCP Server — 62 tools for managing firewall infrastructure via the OPNsense REST API. Covers DNS/Unbound, Firewall rules, Diagnostics, Interfaces, DHCP (ISC + Kea), System/Backups, ACME/Let's Encrypt, and Firmware. No SSH, no shell, API-only with 3 runtime dependencies. AGPL-3.0 + Commercial dual-licensed.

nobulex-mcp-server

Proof-of-behavior enforcement for AI agents. Declare behavioral constraints, enforce at runtime, produce SHA-256 hash-chained audit trails. Supports covenants (permit/forbid/require), real-time verification, and cross-agent trust handshakes.

BusinessMap MCP Server

Integrates BusinessMap (formerly Kanbanize) project management capabilities with MCP-compatible applications, enabling board management, card operations, user management, and search.

YantrikDB MCP

Cognitive memory for AI agents. Works with Claude Code, Cursor, Windsurf, and any MCP-compatible client.

Honeycomb MCP Server

镜子 (jìng zi)

mcp-relay-kit

A unified MCP gateway that reduces context token usage by exposing all services through just two tools (search and execute), supporting built-in services like Asana and Sentry as well as proxied external MCP servers.

academic-assistant

MCP server that integrates GitHub, Brightspace, Outlook, and local files, enabling natural language queries for assignments, grades, emails, calendar events, repositories, and file operations.

JLC EDA MCP Server

Enables MCP clients to control JLCPCB EDA (嘉立创 EDA) for PCB and schematic design operations through a bridge and plugin architecture.

Oura Ring MCP Server

A Python-based Model Context Protocol server that provides AI assistants with access to Oura Ring health and fitness data across 15+ endpoints. It enables querying metrics like sleep, activity, readiness, and cardiovascular health through simple authentication and date-range filtering.

Tsumugi

An MCP-based memory layer for autonomous agents that provides observation, memory recall, and dreaming capabilities. It enables AI clients like Claude Code and Codex to store and search structured memories via a unified interface.

Twist AI MCP Server

Enables AI agents to access and interact with a Twist workspace, managing threads, conversations, inbox, and more through natural language.

microsoft-todo-mcp

A remote MCP server for Microsoft To Do that enables read/write access to tasks, lists, and checklists from ChatGPT or Claude, with multi-account support and Azure deployment.

Taiwan Government Open Data MCP Server

Enables searching and querying Taiwan government open datasets from data.gov.tw using AI-powered search through Cloudflare Workers.

Stripe Connect MCP Server

Read-only access to Stripe data including customers, charges, subscriptions, balance, and invoices.

Weather MCP Server

Enables querying real-time weather, forecasts, and warnings for Chinese cities via the QWeather API.

Find BGM MCP Server

Helps YouTube content creators find perfect background music for their shorts by analyzing script content for mood, theme, and pacing, then recommending suitable tracks from YouTube Music with confidence scoring and duration filtering.