发现优秀的 MCP 服务器

phren

A persistent memory server for AI agents that stores findings, tasks, and patterns in Markdown files within a git repository, enabling context injection across multiple AI tools.

Internship Scout & Quality of Life MCP Server

Integrates Eurostat quality-of-life metrics and real-time job searching to help users find international internships in high-ranking European cities. It enables ranking cities based on personalized criteria like safety or transport and retrieves structured internship listings via the Tavily API.

MCP MySQL Server

Enables interaction with MySQL databases (including AWS RDS and cloud instances) through natural language. Supports database connections, query execution, schema inspection, and comprehensive database management operations.

mcp-mysql-apifox

MCP server for executing MySQL SQL, managing Apifox API documentation, and parsing/executing curl commands.

mechanic-mcp

Enables searching, fetching, and customizing Mechanic tasks and documentation for Shopify automation. Provides offline access to bundled task library and docs with tools for task code, docs content, and similar task suggestions.

WhatsApp MCP

Send WhatsApp messages from your own personal number via AI assistant, with confirm-before-send and ability to read and summarize recent chats.

사주 MCP 대시보드

Korean traditional saju (four pillars) fortune analysis MCP server with a premium web GUI dashboard for local data persistence, 100-point scoring, and history management.

playwright-mcp-server

Deploys a stateless remote MCP server on Cloudflare Workers without authentication, enabling tools to be used with Cloudflare AI Playground or local clients like Claude Desktop.

atom-mcp-server

Global price benchmarking for AI inference across 2,600+ SKUs from 47 vendors. Query live pricing, market indexes, and model specs via 8 tools. Free tier available.

Universal Adapter

Enables autonomous task execution by dynamically searching APIs, generating Python tools, and running them on-demand, with built-in web search, scraping, and file operations.

Qobrix CRM MCP Server

A read-only MCP server providing 56 tools to query Qobrix real-estate CRM data, covering listings, leads, viewings, offers, contracts, analytics, and more, with RESO Data Dictionary alignment and caching support.

StarUML MCP Server

Enables creating diagrams or generating code from diagrams in StarUML via prompts.

EditX

An MCP server for taking screenshots and editing images with annotations, shapes, and effects.

comfyui-mcp-server-node

A lightweight MCP server that bridges AI agents with a local ComfyUI instance to generate and iteratively refine images, audio, and video through conversational tool calls.

Cirvoy-Kiro MCP Integration

Enables seamless task synchronization between Kiro IDE and the Cirvoy project management platform. It provides tools to create, list, and update tasks directly within the IDE using the Model Context Protocol.

Accounting MCP Server

Enables personal financial management through AI assistants by providing tools to add transactions, check balances, list transaction history, and generate monthly summaries. Supports natural language interaction for tracking income and expenses with categorization.

Seleniumboot MCP

Python MCP server for Selenium WebDriver — 84 tools for browser automation, element interactions, assertions, self-healing locators, and codegen for Java TestNG / JUnit 5 / Cucumber / pytest / C# NUnit / Playwright and CI pipelines (GitHub Actions / Jenkins / GitLab CI). No ChromeDriver setup needed.

zoom-mcp

MCP server for Zoom's Users Admin REST API, providing 71 tools to manage users, groups, contact groups, and divisions for account creation and validation.

crowd-test-mcp

▎ Enables AI assistants to unleash a crowd of role-played virtual users — impatient shoppers, seniors, keyboard-only users, privacy hawks, chaos monkeys — on a website. Each persona browses in a real Chromium browser, files UX/QA findings in character, and the site receives a damage report with an S–F survival grade. Accusations can be cross-examined by up to three independent verification engines

RecargaPay MCP

Connects RecargaPay accounts to AI agents via Open Finance Brasil, enabling read-only queries about balances, statements, credit card bills, and investments in natural language.

MyWeight MCP Server

A server that connects to the Health Planet API to fetch and provide weight measurement data through any MCP-compatible client, allowing for retrieval and analysis of personal weight records.

mcp-sphinx-docs

Converts Sphinx documentation (RST) to Markdown optimized for LLMs, enabling easy consumption of technical documentation by language models.

ActionKit MCP Starter

Okay, here's a translation of "Starter code for a MCP server powered by ActionKit" into Chinese, along with a few options depending on the nuance you want to convey: **Option 1 (Most Literal):** * **基于 ActionKit 的 MCP 服务器的起始代码** * (Jīyú ActionKit de MCP fúwùqì de qǐshǐ dàimǎ) This is a direct translation. It's clear and understandable. **Option 2 (Slightly More Natural):** * **使用 ActionKit 构建的 MCP 服务器的初始代码** * (Shǐyòng ActionKit gòujiàn de MCP fúwùqì de chūshǐ dàimǎ) This emphasizes that ActionKit is used to *build* the server. "构建 (gòujiàn)" means "to build" or "to construct." **Option 3 (Focus on Getting Started):** * **用于 ActionKit 驱动的 MCP 服务器的入门代码** * (Yòng yú ActionKit qūdòng de MCP fúwùqì de rùmén dàimǎ) This emphasizes that the code is for *getting started* with an ActionKit-powered server. "入门 (rùmén)" means "entry-level" or "getting started." "驱动 (qūdòng)" means "driven by" or "powered by." **Option 4 (Concise and Common):** * **ActionKit MCP 服务器的初始代码** * (ActionKit MCP fúwùqì de chūshǐ dàimǎ) This is a more concise version, assuming the context makes it clear that the code is *for* the server. It's common to omit "基于" or "使用" in Chinese when it's implied. **Which option is best depends on the specific context:** * If you want to be very precise and literal, use Option 1. * If you want to emphasize the building aspect, use Option 2. * If you want to emphasize that it's for beginners, use Option 3. * If you want a concise and common phrasing, use Option 4. **Key Vocabulary:** * **起始代码 (qǐshǐ dàimǎ) / 初始代码 (chūshǐ dàimǎ):** Starter code, initial code * **MCP 服务器 (MCP fúwùqì):** MCP server * **基于 (jīyú):** Based on * **使用 (shǐyòng):** To use * **构建 (gòujiàn):** To build, to construct * **驱动 (qūdòng):** Driven by, powered by * **入门 (rùmén):** Entry-level, getting started I hope this helps! Let me know if you have any other questions.

MegaMem

Syncs Obsidian notes into a temporal knowledge graph and exposes 23 MCP tools for AI assistants to read, search, and write to your vault, enabling persistent memory across conversations.

mcplex

Semantic tool-routing gateway for MCP servers that cuts 70-90% of context tokens, with RBAC, API-key auth, response caching, hot-reload config, and a real-time observability dashboard.

MCP Docker Sandbox Interpreter

A secure Docker-based environment that allows AI assistants to safely execute code without direct access to the host system by running all code within isolated containers.

blender-MCP

Enables safe, repeatable preparation of game characters in Blender through high-level MCP tools for validation, import, normalization, action renaming, and GLB export, with dry-run by default and loopback-only security.

iLoveVideoEditor MCP Server

Enables AI agents to render videos with iLoveVideoEditor by listing templates, filling in variables, submitting render jobs, polling status, and retrieving download URLs.

database

Database MCP server for MySQL, MariaDB, PostgreSQL & SQLite