发现优秀的 MCP 服务器

Veo 3.1 MCP Server

Enables high-quality AI video generation using Google's Veo 3.1 model for text-to-video, style-guided, and frame-interpolation tasks. It features token-efficient reference image handling, batch processing, and video extension capabilities with built-in cost estimation.

Warden MCP Server

MCP server for Vaultwarden/Bitwarden vault management. Enables AI agents to securely create, search, read, and update vault items via the official Bitwarden CLI, with safe-by-default redaction and support for both stdio and SSE transports.

Hetzner MCP Connection

Enables AI agents like Mistral Work to manage Hetzner Cloud VPS services in natural Spanish, including creating, modifying, and deleting servers, networks, firewalls, and storage, as well as automating complex tasks.

Vibe Preprocessing and Analysis MCP Server

Enables users to preprocess, analyze, and visualize CSV data through comprehensive tools for data manipulation, statistical analysis, and graph generation.

Chaos Mesh MCP Server

Enables chaos engineering on Kubernetes clusters by providing tools to inject faults like network delays, pod kills, and HTTP delays, along with cluster inspection and chaos lifecycle management.

LiveKit MCP Server

MCP server bridging AI agents with the MantraCare LiveKit voice and telephony engine, enabling secure control and inspection of voice pipelines via OAuth 2.1 authenticated tools.

tokenscope

Analyzes Claude Code session token usage and cost locally — where spend actually lands across cache-read, cache-write and output, and what is consuming the context window. Read-only and offline: it parses your own session files and exposes analyze_claude_cost, get_cost_benchmark and tokenscope_share_summary.

carbon-footprint-mcp

An MCP server for calculating carbon footprints from bank statements using EPA GHG emission factors.

imprest

An MCP server that provides programmable spend limits and audit trails for AI agents to make payments from a dedicated wallet, preventing overspend and unauthorized transactions.

boring-news-mcp

A Python MCP server for fetching and summarizing news articles from the Boring News API by date, category, tags, people, and similarity.

Honeypot MCP Server

Enables querying a honeypot threat-intelligence database via natural language to analyze attacker activity, without writing SQL. Provides read-only tools for overview, top attackers, credentials, commands, and more.

smriti

A lightning-fast, self-hosted knowledge store and memory layer for AI agents

MCP Server Demo

A demonstration MCP server that provides calculator tools for arithmetic operations, personalized greeting resources, and code review prompt templates. Enables users to perform basic math calculations, generate dynamic greetings, and access reusable code review templates through the Model Context Protocol.

origin-mcp

Enables AI assistants to control Origin/OriginPro on Windows, including data import, worksheet editing, graphing, analysis, and figure export.

TradingCalc MCP Server

Provides deterministic trading calculations for PnL, risk, margin, and funding, enabling users to get exact numbers for trade planning and risk assessment via MCP or REST API.

office-mcp

MCP server for reading, writing, editing, formatting, and exporting Microsoft Office documents (Word, Excel, PowerPoint) via stdio JSON-RPC, with 47 tools and cross-platform support.

Weather & Stock MCP Server

通过 MCP 接口提供实时天气警报、预报、股票价格、历史数据和股票相关新闻。

netintel-mcp

MCP server for NetIntel, offering 64 network intelligence tools (DNS, SSL, WHOIS, email, OSINT, etc.) with pay-per-call via x402 on Base mainnet, no API keys needed.

URL Parser MCP Server

Enables autonomous agents to precisely deconstruct, analyze, and manipulate URLs and query parameters without hallucination.

Financial MCP Server

Provides professional-grade access to financial and economic data from Yahoo Finance and the Federal Reserve Economic Data (FRED). It enables users to perform comprehensive stock analysis, screen equities, and retrieve a wide range of macroeconomic indicators and historical data.

AI Engineer MCP

MCP server for the AI Engineer Conference 2025, enabling talk submissions and conference information retrieval.

Secure Public API MCP Server

OAuth-protected FastMCP server exposing eight read-only public APIs (currency, weather, art, pets, dictionary, random images, vehicles) via MCP tools, with optional Gemini LLM-based routing for query selection.

Face Generator MCP Server

生成逼真的人脸图像，这些图像不代表真实人物，并提供各种输出形状、可配置的尺寸和批量生成功能。

BugiaData MCP

BugiaData is a hosted remote MCP server for generating relational fake data that is locale-aware and maintains foreign keys. It enables AI editors to generate realistic fake data with proper relationships and locale support via natural language.

Polymarket MCP Server

A Model Context Protocol server that enables seamless integration with Polymarket, providing tools to search markets, fetch events, analyze leaderboards, query user activity, and more via MCP-compatible clients like Claude.

archery-mcp

Enables secure read-only queries and performance diagnostics for MySQL, Redis, and MongoDB databases through the Archery gateway, acting as a bridge between MCP clients and databases.

atlas-browser-mcp

Enables AI agents to navigate the web visually using screenshot-based interaction and Set-of-Mark labeling for interactive elements. It supports humanized browsing behaviors, anti-detection measures, and complex tasks like multi-click CAPTCHA solving.

MCP Tools

A local Model Context Protocol (MCP) server that exposes custom tools to Claude Desktop, enabling direct interaction with your local environment. It provides a framework for building and integrating custom TypeScript tools into the Claude interface.

Memory MCP - Redis Stack Backend

A drop-in replacement for mcp-memory-duckdb with full concurrent access support using Redis Stack. Enables persistent knowledge graph storage with full-text search and multi-session concurrent access.

korean-law-mcp

Enables searching and retrieving Korean laws, precedents, and administrative rules through the National Law Information Center Open API, optimized for AI agents.