发现优秀的 MCP 服务器

Project Customization MCP

An open-source MCP server that automates project customization by analyzing your codebase and generating AI-ready configuration files based on industry best practices.

DataForSEO MCP Server

Enables professional SEO/SEM research with geolocalized keyword discovery, competitor analysis, and SERP ranking insights using DataForSEO API.

codex-manager-mcp

Manages local Codex CLI sessions from Claude Code, enabling starting, monitoring, messaging, stopping, and adopting codex tasks.

FitCoach MCP

Enables Claude or ChatGPT to act as a personalized fitness coach with persistent goals, conversational workout logging, and weekly generated training plans.

FlowMCP

一个模块化的框架，用于使用声明式模式和 Zod 接口构建、验证和测试 REST API 路由。

Weather MCP Server

Retrieves weather alerts and forecasts from the National Weather Service API.

sipap-mcp

Production-ready MCP server framework for AWS Lambda and ECS Fargate, providing base classes and infrastructure for building MCP servers that implement JSON-RPC 2.0 with authentication, session management, and tool registration.

ADB Screenshot MCP Server

A Model Context Protocol server that enables remote management of Android devices over WiFi, including taking screenshots, listing connected devices, and retrieving device information.

Selvage

An MCP server that provides a unified hybrid-search interface over Slack, wikis, code, and databases, enabling agents and humans to query scattered knowledge with exact and semantic search.

Weather MCP Server

Enables natural-language weather queries for U.S. states and coordinates, returning real-time alerts and forecasts from the National Weather Service API via MCP tools.

JSONPlaceholder MCP Server

Provides access to JSONPlaceholder's free fake REST API for testing and prototyping, enabling interaction with sample posts, users, comments, albums, photos, and todos through tools, resources, and prompts.

mcp-exports

Enables MCP servers to share large exports as short-lived, single-use capability URLs that customers can download without authentication, avoiding huge inline token responses.

claude-code-telegrammer

Enables Claude Code to act as an autonomous Telegram agent with tools for replying, reacting, editing messages, searching history, and handling attachments. Includes a TUI watchdog for unattended operation.

Secure MCP-gRPC

Provides a secure gRPC transport layer for the Model Context Protocol (MCP) with mutual TLS, token-based authentication, and fine-grained authorization. Includes comprehensive telemetry and a real-time visualization dashboard for monitoring AI model interactions and security events.

hybrid-rag-project

Enables hybrid retrieval-augmented generation with semantic and keyword search over documents, supporting multiple formats and providing MCP integration for Claude Desktop.

maru-sheets-mcp

Enables AI agents to read, write, and format Google Sheets using the Google Sheets API v4.

JMA Data MCP

Provides access to Japan Meteorological Agency (JMA) weather data including real-time observations, historical weather data, and forecasts from 1286 AMeDAS stations across Japan.

pbu-fsbu-mcp

MCP-сервер для доступа к текстам российских стандартов бухгалтерского учёта (ПБУ и ФСБУ): поиск и получение пунктов с учётом дат, а также проекция на объекты 1С:Бухгалтерии 3.0 и ссылки на ИТС.

VGL CV Data MCP

A Model Context Protocol server that provides access to Valentin Gonzalez Loureiro's curriculum vitae data through a REST API.

fraud-detection-risk-status

Exposes account risk status from a fraud detection pipeline, returning risk scores, flagged transaction history, and LLM-generated explanations via the get_account_risk_status tool.

sliver-mcp

A Model Context Protocol server for the Sliver C2 framework that exposes operator tools like listeners, implant generation, sessions, command execution, and file operations for LLM-driven adversary emulation.

PickADive Scuba Diving

Live scuba diving planning for AI agents — ranked dive-forecast windows near any place for any day, best-time climatology per destination, marine-life seasonality from GBIF sightings, and facts for 4,800+ dive sites. Free and read-only; hosted at https://pickadive.com/mcp.

downdetector-mcp

This server enables checking real-time service status and outage information from Downdetector for various services and regions.

Memlord

Self-hosted MCP memory server for personal use and teams

cisco-iosxe-mcp

MCP server that exposes Cisco IOS-XE devices as tools for LLM clients, enabling safe configuration changes with revert timer and connectivity verification.

expense-tracker

Enables tracking business trip expenses and calculating settlements using Google Sheets, with natural language parsing of expenses.

clawd-mcp

Bridges Cursor and Claude Desktop with the OpenClaw and Moltbook ecosystems to manage personal AI agents and communication gateways across platforms like WhatsApp and Discord. It provides MCP tools to invoke agents, manage sessions, and handle social agent interactions within a secure, virtualized environment.

ACMS (Apple Container MCP Server)

Provides programmatic access to Apple's container CLI tool on macOS, enabling users to perform 50+ container operations including creation, management, and system control of Apple Silicon containers.

Routine

An MCP server that allows users to create custom tools on the fly by stitching together actions from multiple MCP tools into reusable routines.

Slack MCP Server

Enables building AI apps in Slack using the Slack MCP server and OpenAI models.