发现优秀的 MCP 服务器

SeleniumMCP

Enables browser automation using Selenium, including navigation, element interaction, screenshots, and cookie management, through both local STDIO and Streamable HTTP transports.

langgraph-clean-arch

MCP server implementing clean architecture with LangGraph for building and managing agent workflows.

dotplot-mcp

MCP server for product analytics using dot plots to visualize individual user activity, with tools for user classification, aha moment detection, retention analysis, and generating shareable HTML reports.

coles-woolworths

Exposes api data

browserkit

An open-source framework for building site-specific MCP servers that run over real, authenticated user browser sessions locally, turning them into composable AI tools.

pincushion-mcp

Visual feedback as agent work packets: stakeholders pin on your live app and your AI coding agent reads each pin (selector, screenshot, DOM, thread, acceptance criteria) via MCP and ships the fix.

Coze MCP Server For OpenClaw

Exposes Coze workflows as MCP tools, allowing AI clients to discover and execute workflows from a specified Coze workspace. It provides a simple way to integrate external skills into platforms like OpenClaw without needing local environment configurations.

qjtrader-mcp

MCP server for QJ Trader AI Trading APIs, enabling LLMs to watch live Canadian market data and place simulated orders.

ShopBot AI MCP Server

AI customer support MCP server with order status lookup and RAG-powered knowledge base search for e-commerce stores.

xhs-mcp

小红书 MCP 服务器，使 AI 助手能够搜索、浏览、发布和互动小红书内容，支持多账号管理与自动浏览。

Minecraft MCP Server

Enables control of a Minecraft server through RCON commands via natural language, including game commands, chat-based AI interactions, and server management capabilities.

dooray-dbins-mcp

Provides read-only access to Dooray collaboration services through REST, CalDAV, and LDAP, enabling queries for projects, tasks, calendar events, and directory information via 18 MCP tools.

hr-mcp-server

An unofficial prototype MCP server providing HR system functionality with Okta token validation, enabling employee information lookup, directory listing, payroll access, and time-off request management.

pdf-mcp

An MCP server for reading, rendering, and searching PDF files, specifically optimized for LLMs to extract text, tables, and technical diagrams. It enables metadata retrieval, multi-format text extraction, and page-to-image rendering using PyMuPDF.

suno-mcp

Enables AI music generation and management through the Suno API, supporting text prompts, custom lyrics, track status monitoring, and credit management.

Google Flights MCP Server

Integrates Google Flights data into AI workflows for natural language flight searches, price comparisons, flexible date searches, and multi-city itinerary planning with support for various cabin classes and passenger types.

korea-scholarship-mcp

Exposes KCI and OAK Korean bibliographic services as MCP tools for searching, harvesting, and retrieving articles, references, and journal metrics.

mcp-server-Sql

这是一个基于 Spring Boot 的 SQL 服务应用，用于执行 SQL 查询并将结果写入文件。该服务作为 Spring AI MCP (模型, 聊天, 提示) 框架的一部分，提供了 SQL 查询和更新操作的功能。

decixa-mcp

MCP server for Decixa that helps AI agents find and resolve APIs for tasks using natural language intents, with support for budget and latency filtering.

Odoo CRM MCP Server

Enables AI agents to query and interact with Odoo CRM data via MCP, supporting sales pipeline analysis, customer risk assessment, meeting preparation, and executive reporting, with human approval for write actions.

MCP Elicitation and Apps Demo

MCP server demonstrating elicitation for booking appointments and an interactive MCP App for viewing appointments with SQLite persistence.

Email Verification MCP Server

Provides email verification as a tool, performing syntax validation, domain verification, and disposable-domain risk detection.

Unbundle OpenAPI Specs MCP

Unbundle OpenAPI Specs MCP

mcp-agent-session-summaries

Let your OpenCode coding agent document agent sessions in a safe, sandboxed markdown folder.

Mnemo Agent Memory

A lightweight MCP memory engine for AI coding agents that provides zero-token-waste memory recall, knowledge graph management, and Obsidian-compatible notes. It enables agents to persist and retrieve project decisions, inspect file structures efficiently, and manage a persistent knowledge graph without Python dependencies.

krs-verify

MCP server for verifying Polish business entities from the National Court Register (KRS) and VAT White List. Allows querying by KRS, NIP, or REGON to retrieve official company data including name, address, board, and capital.

Datalastic MCP Server

Enables real-time vessel tracking, port data, maritime weather, and maritime intelligence through 25 tools, allowing AI clients to query live vessel positions, registry, port info, area searches, weather, and more.

tuskledger-mcp

Enables AI assistants to query and analyze local personal finance data from Tusk Ledger through tools for transactions, accounts, investments, and more, without sending data to the internet.

@teatak/mcp-server-browser

An MCP server that runs in the browser, letting web pages register custom tools and prompts and expose them to an MCP client over WebSocket. Enables agents to drive UI, call page-scoped APIs, and get human-in-the-loop confirmation.

procmem

An MCP server for Windows process memory inspection/editing and crash dump analysis, enabling live memory scanning, patching, pointer resolution, disassembly, and offline dump examination via structured tool calls.