发现优秀的 MCP 服务器

MCP Servers - OpenAI and Flux Integration

镜子 (jìng zi)

MCP DS Toolkit Server

A standalone MCP server that brings complete data science capabilities to AI assistants, enabling them to load data, train models, and track experiments through natural language.

VirusTotal MCP Server

Enables security analysis of URLs, files, IPs, and domains using the VirusTotal API, with automatic fetching of relationship data to provide comprehensive reports.

Infrastructure Auto Provisioner

Infrastructure Auto Provisioner

MCP Weather Server

Enables users to get current weather information for any city worldwide using the Open-Meteo API. Provides temperature and wind speed data through natural language queries.

defi-yields-mcp

An MCP server for AI agents to explore DeFi yield opportunities, powered by DefiLlama.

Fenshitu MCP

Generates professional A-share intraday stock charts with 1-day and multi-day views, matching Chinese trading software styles.

Claude-NWS Protocol Bridge

Integrates the US National Weather Service API with Claude Desktop to provide real-time weather conditions, forecasts, and detailed weather metrics for any US location through natural language queries.

MCP Financeiro

A multi-tenant SaaS API that integrates Hinova SGA ERP and Atomos chat platforms to automate billing and financial workflows. It enables AI agents to process vehicle information and manage customer payment requests via webhooks.

CamelMailer MCP Server

Lets AI assistants send and inspect transactional email via the CamelMailer platform.

ui-diff-mcp

Enables comparison of mobile app screenshots against design mockups, with Calorix as the first integration target.

mcp-sam-gov

The most comprehensive keyless federal-data MCP server. 36 tools for SAM.gov + USAspending + Federal Register + eCFR + Grants.gov. No API key, no registration, no signup. Works in Claude Desktop, Claude Code, Codex CLI, Cursor, Continue, Gemini CLI, and any MCP-aware host.

bitwig-gemini-mcp

Enables AI agents to control and monitor Bitwig Studio in real-time using natural language commands through MCP and OSC.

md-gitlab-mcp

A fully-featured GitLab MCP server that provides 25 advanced capabilities for interacting with GitLab via REST API, including repositories, merge requests, issues, and global search.

mcp-demo-server

Provides a weather lookup tool and greeting resource via MCP, enabling AI agents to fetch current conditions and personalized messages through natural language.

Google Drive MCP Server

Enables read-only access to multiple Google Drive accounts simultaneously through secure service account authentication. Supports listing, searching, and extracting content from Google Workspace documents, spreadsheets, and text files.

Israeli Weather MCP

MCP server that lets users obtain current Israeli city weather forecasts. It uses Playwright to browse Weather2day, extract the forecast page, and feed the cleaned data back to the LLM for natural language responses.

team-memory-mcp

Shared team memory for AI coding agents with Bayesian confidence scoring and temporal decay, enabling persistent storage and retrieval of engineering patterns across sessions.

China Bank Offers Facts

MCP server that exposes source-linked bank offer documents from 17 Chinese banks. Provides tools to list supported banks and retrieve official offer details with URLs, timestamps, and activity status.

Lookup-Domain

A Model Context Protocol (MCP) server that provides comprehensive domain name research tools, including RDAP, WHOIS, and DNS query functionality.

mcp-spec-comments

A comment-based spec-driven development MCP server that facilitates workflows from requirements creation to implementation via AI, using @spec-impl markers.

withings-mcp

Provides read-only access to Withings health metrics including body composition, sleep, workouts, and ECG data with local SQLite caching and trend analysis. Features incremental synchronization, automatic OAuth token refresh, and supports all 200+ Withings measurement types for comprehensive health tracking.

mcp-devenv

An MCP server that gives your AI assistant full awareness of your local dev environment — running processes, Docker containers, git state, open ports, log files, and more.

teacher-mcp

MCP server that authenticates as a teacher and provides tools for question management and lecture recording on the RuoYi platform.

Weaviate MCP Server

Enables seamless integration with Weaviate vector databases, providing tools for semantic, keyword, and hybrid search across local or cloud instances. It supports schema management, collection retrieval, and multi-tenancy configurations through the Model Context Protocol.

Image Generator MCP Server

Generates customizable test/placeholder images as PNG files with specified dimensions (1-4096px), hex colors, and optional labels. Automatically creates directories and adds dimension overlays with smart contrast text.

nip-krs-mcp

MCP server for Polish company registries that enables looking up companies by NIP or KRS using public government APIs with no authentication required.

mcmod

Enables querying game skill data and combat rules for the MCMod game mod, including listing classes, skills, and searching by crowd control effects.

MCPeasy

A production-grade multi-tenant MCP server that provides different tools and configurations to different clients using API key-based routing.

Chaos Mesh MCP Server

An MCP server for Chaos Mesh fault injection, optimized for AWS EKS with namespace support, enabling pod, network, and host-level chaos experiments.