发现优秀的 MCP 服务器

MCP YAML API

A Model Context Protocol server that creates tools from API configurations defined in YAML files, allowing easy integration of external APIs into an MCP ecosystem without coding.

Remote MCP Server Authless

A serverless MCP implementation on Cloudflare Workers that allows connecting AI models to custom tools without requiring authentication.

mediawiki-mcp-server

Model Context Protocol (MCP) server for MediaWiki

mcp-gh-pr-mini

一个最小化的 MCP (模型上下文协议) 服务器，用于与 GitHub 拉取请求进行交互。

domain-suite-mcp

domain-suite-mcp is an MCP server that gives AI agents full autonomous control over the domain lifecycle. From checking availability and registering domains to managing DNS records, SSL certificates, and email authentication across Porkbun, Namecheap, GoDaddy, and Cloudflare through a unified set of 21 tools.

Sales Prospector

Enables AI assistants to automate sales prospecting by finding contacts by role and industry, enriching data with emails and tech stacks, scoring against ideal customer profiles, and generating personalized outreach sequences. Streamlines lead generation and sales engagement workflows through integrated research and sequence generation tools.

MCP Container Weather Server

A Docker-based MCP server that provides current weather information for cities worldwide. Enables AI assistants like Claude to fetch temperature, weather conditions, and humidity data through a standardized interface.

Deslop MCP Server

Detects and automatically removes AI-generated code slop patterns like redundant comments, verbose logging, and unnecessary error handling across multiple programming languages.

anki-mcp MCP Server

镜子 (jìng zi)

mcp-client-helper

MCP 客户端助手（管理、执行 MCP 服务器）

RAG-MCP

A Python server that enables retrieval-augmented generation through semantic, question/answer, and style search modalities using PostgreSQL and pgvector for embedding storage and retrieval.

universal-mcp-toolkit

A universal MCP aggregator toolkit that connects AI agents to multiple MCP servers through a single unified configuration. Features ready-made templates, cross-repo prompt workflows, and an npm package for zero-config installation.

Daiso MCP Server

Connects AI models to real-time search and inventory data for major South Korean retail chains, convenience stores, and cinemas. It enables users to check product availability at stores like Daiso and Olive Young, or view movie schedules at CGV and Megabox.

OracleDB MCP Server

镜子 (jìng zi)

m365-mcp-server

A production-ready MCP server that provides secure, delegated access to Microsoft 365 services including Email, SharePoint, OneDrive, and Calendar. It enables AI models to search messages, browse files, manage calendar events, and parse document contents using OAuth 2.1 authentication.

Grafana MCP Server

Enables AI assistants to interact with Grafana dashboards, datasources, alerts, incidents, and monitoring data through 43 comprehensive tools. Supports querying Prometheus metrics, Loki logs, managing incidents, and dashboard operations with full authentication support.

Graphiti MCP Server

Enables AI assistants to build and query temporally-aware knowledge graphs from conversations and data, maintaining persistent memory of entities, relationships, and facts across interactions.

Fabric MCP

A Python-based MCP server that enables interaction with Microsoft Fabric APIs for managing workspaces, lakehouses, warehouses, and tables through natural language.

Saros MCP Server

Enables AI agents to interact with Saros DeFi through natural language, providing tools for liquidity pool management, portfolio analytics, farming positions, and swap quotes on Solana.

File MCP Server

A Model Context Protocol (MCP) server that enables AI assistants to perform comprehensive file operations including finding, reading, writing, editing, searching, moving, and copying files with security validations.

qyweixin_bot_mcp_server

企业微信群通知机器人 (Qǐyè Wēixìn qún tōngzhī jīqìrén) This translates to: * **企业微信 (Qǐyè Wēixìn):** WeCom (WeChat Work) * **群 (qún):** Group * **通知 (tōngzhī):** Notification * **机器人 (jīqìrén):** Robot So, the whole phrase means **WeCom group notification robot**.

Form.io MCP Server

Enables AI assistants to interact with Form.io's API to create, read, update, and manage forms using natural language. Includes safety guardrails to protect existing forms and supports real-time form previews.

PostgreSQL MCP Server by CData

PostgreSQL MCP Server by CData

HDFS MCP Server

A Model Context Protocol server that enables interaction with Hadoop Distributed File System, allowing operations like listing, reading, writing, and managing HDFS files and directories.

Google Cloud DNS API MCP Server

Auto-generated MCP server that enables interaction with Google's Cloud DNS API for managing DNS zones and records through natural language.

MCP Vulnerability Management System

一个综合性的系统，旨在帮助组织有效地跟踪、管理和响应安全漏洞。该系统通过漏洞跟踪、用户管理、支持工单、API密钥管理和SSL证书管理等功能来实现这一目标。

Spronta MCP Server

Enables AI assistants to upload, transform, and serve images using the Spronta Image CDN. It supports real-time image processing, global CDN delivery, and management of projects and transform presets through natural language.

onx-mcp-server

通过构建 MCP 服务器来探索模型上下文协议。

FiftyOne MCP Server

Enables AI assistants to explore computer vision datasets, execute operators, and build workflows through natural language using FiftyOne's operator framework with 80+ built-in operators and plugin management capabilities.