发现优秀的 MCP 服务器

Filesystem Watcher MCP

Enables AI coding agents to watch directories for live filesystem changes (create, modify, delete, move) via the Model Context Protocol, providing event-driven access without busy-polling.

Agentic Wallet Guardian

A self-hosted decision engine that sits between an AI agent and blockchain execution. Agents submit a proposed action, Guardian returns an explainable ALLOW / WARN / BLOCK before anything gets signed or broadcast.

Climatiq MCP Server

一个模型上下文协议服务器，它通过与 Climatiq API 交互，使 AI 助手能够执行实时碳排放计算并提供气候影响洞察。

local-video-scenes-mcp

Extracts timestamped screenshots from local videos, enabling Claude to produce visual walkthroughs without audio analysis or cloud processing.

CoinMarketCap Portfolio MCP Server

Transforms Claude AI into a personal crypto portfolio analyst, enabling wallet analysis, AI-powered recommendations, and portfolio tracking across 8+ blockchains through natural conversation.

@strajkpolski/mcp

MCP server providing tools to query Polish political open data: public debt, budget, 460 Sejm MPs, protest manifesto, and skills.

WhatsApp MCP Server

A Python-based MCP server that automates WhatsApp Web using Playwright to manage chats and messages. It enables users to list conversations, send messages, and retrieve history through a local browser automation interface.

Nylas API MCP Server

一个实验性服务器，为 Nylas API 实现了模型上下文协议 (MCP)，提供资源、工具和提示，以帮助开发者将电子邮件、日历和联系人功能与 AI 应用程序集成。

socializioz-chatgpt-mcp

Remote MCP server that enables ChatGPT users to manage social media posts, approvals, and scheduling through authenticated Socializioz tools with safety restrictions.

int

Self-hosted AI memory system for coding assistants, providing project-scoped memory storage and retrieval via MCP tools (add, search, list, delete) to recall prior learnings without re-running discovery.

Excalidraw MCP App

MCP server that streams hand-drawn Excalidraw diagrams with smooth viewport camera control and interactive fullscreen editing.

AVD MCP Server

Automates Android Virtual Device operations by enabling users to start emulators, execute development commands, and capture screenshots. It facilitates Android testing workflows by returning command outputs and visual feedback directly to AI assistants.

MCP Time Server

A TypeScript server that provides time-related tools through the Model Context Protocol, allowing users to get current time in various timezones and convert times between different IANA timezones.

Malloy MCP Server

一个 MCP 服务器，用于通过 Malloy Publisher 与 Malloy 数据模型进行交互。

UISP API MCP Server

Enables interaction with Ubiquiti UISP API for managing network devices, sites, and monitoring through dynamically generated read-only tools.

ABAP-ADT-API MCP-Server

An MCP server that facilitates seamless interaction with SAP ABAP systems to manage development objects, transport requests, and source code. It provides a comprehensive suite of tools for performing syntax checks, object searches, and code modifications via the ADT API.

Shodan MCP Server

一个 WebSocket 服务器，它提供 MCP 接口，用于通过 Shodan API 搜索和检索有关互联网连接设备、IP 地址、DNS 数据和 CVE 漏洞的信息。

Ultimate MCP Server

An MCP-native server that enables intelligent task delegation from advanced AI agents like Claude to more cost-effective LLMs, optimizing for cost while maintaining output quality.

Actenon Kernel

MCP server that verifies proof-bound consequential execution at the edge, acting as the open trust anchor for the Actenon ecosystem. It validates PCCB proofs without issuing grants or making policy decisions.

Learning Assistant Server

用于分析 PDF 并推荐学习问题的 MCP 服务器 (Yòng yú fēnxī PDF bìng tuījiàn xuéxí wèntí de MCP fúwùqì) Here's a breakdown: * **用于 (Yòng yú):** Used for * **分析 (Fēnxī):** Analyzing * **PDF:** PDF (common abbreviation, often used directly in Chinese) * **并 (Bìng):** And * **推荐 (Tuījiàn):** Recommend * **学习问题 (Xuéxí wèntí):** Study problems * **的 (De):** Of (possessive particle) * **MCP 服务器 (MCP fúwùqì):** MCP server

dsh-lookhere

Enables interacting with lookhere.help AI knowledge-base customer service through MCP tools, including listing bots, asking questions, polling async chat results, and viewing chat logs.

mcp-arcgis-phoenix

Search, query, and explore City of Phoenix open geospatial data (parcels, zoning, public works) via ArcGIS Feature Services.

seoul-air-quality-mcp

MCP server for querying Seoul's official air quality data, including real-time and hourly measurements by district. Enables AI assistants to answer questions about fine dust and air pollution using public data from Seoul Open Data Plaza.

mcp-schema-bloat-fixer

Reduces token costs from MCP tool schemas by analyzing bloat, compressing descriptions, and selecting only relevant tools for AI agents.

contribution-compass

Provides MCP access to Contribution Compass's evidence catalog, enabling users to query curated open-source project activity, contribution opportunities, and observation histories.

BDLedger MCP Server

Enables querying of Korean building ledger information including property details, floor plans, and pricing via natural language.

Witzense MCP

Enables interaction with the Witzense/JIMI device tracking Open API, providing tools for device tracking, locations, alarms, reports, OBD data, and geofences.

video-agent-mcp

Enables MCP clients to run project-scoped video editing workflows: propose and approve editing strategies, apply validated plans, review immutable versions, and export final renders via FFmpeg, with durable persistence and approval gates.

viz-mcp

Renders charts and diagrams as live interactive UI inside the chat, supporting ECharts for charts and Cytoscape for diagrams with streaming partial updates.

OceanBase MCP

Read-only MCP gateway for OceanBase that enables secure inspection of OceanBase databases via MCP clients like OpenCode.