发现优秀的 MCP 服务器

rakuten-japan-mcp

MCP server to search Rakuten Ichiba (Japan's largest e-commerce platform) for products, returning names, prices, URLs, shop info, reviews, and images via the official Rakuten API.

Deslopify

A universal MCP server that acts as a code quality gate for AI assistants, providing pre-generation guidance, post-generation review, and root cause analysis to improve code quality.

OpenZIM MCP Server

OpenZIM MCP Server provides AI models structured, offline access to ZIM format knowledge archives (Wikipedia, Wiktionary, Stack Exchange, Kiwix Library) via a Model Context Protocol server with smart namespace navigation, full-text search with suggestions, structure-aware retrieval (sections, tables of contents, related articles), link-graph extraction, archive-type presets, and both Simple (single natural-language tool) and Advanced (8 specialized tools) modes with streamable HTTP transport, bearer auth, and per-entry resources with subscriptions.

mcp-kali-tools

Enables MCP clients to invoke common Kali Linux pentesting tools directly as tool calls, with each binary executed safely without a shell.

forge-repo-mcp

Enables AI agents to investigate and repair Python/pytest repositories in isolated Git worktrees with audit trails, without modifying the original repository.

Protocol-0

Enables AI assistants to autonomously perform site reliability engineering including monitoring, root-cause analysis, impact assessment, and remediation with cryptographic zero-trust enforcement.

Juno MCP Server

Enables AI-powered security investigation and threat analysis by connecting MCP-compatible clients to Uptycs Juno.

Nigeria MCP

Provides AI agents with tools to access Nigerian trade statistics, live FX rates, bank account resolution, and electricity meter validation data.

File Manage MCP Server

Enables LLMs to organize and manage Windows file systems with intelligent file analysis, automated grouping, renaming with date prefixes, and safe operations through dry-run mode and sandbox restrictions.

yantrikdb-mcp

MCP server providing cognitive memory tools (remember, recall, think, etc.) for AI agents, enabling forgetting, consolidation, and contradiction detection.

mcp-uart

Enables AI agents to communicate with UART/serial devices, offering tools for port management, data read/write, and protocol handling.

data-austin

Enables querying Austin, TX open data from data.austintexas.gov using the Socrata SODA API, allowing AI agents to access municipal datasets through natural language.

Google Search MCP Server

镜子 (jìng zi)

Global Weather MCP Server

Provides real-time weather data and forecasts globally through the Model Context Protocol, enabling AI assistants to access weather information without web searches.

whats-running-mcp

Provides AI agents with real-time ground truth about what's actually running on the machine, including live agent sessions, listening TCP ports, loaded daemons, and system stats. It reads directly from the OS via fixed commands, ensuring agents never rely on stale docs or transcripts.

Docker MCP Server

Enables LLMs to safely execute code in isolated Docker containers with resource limits and security controls, supporting session management and automatic dependency installation.

RVTDocs MCP

Enables deterministic querying of RVTDocs documentation with tools for fetching, scanning, and debugging documentation content.

Terrarium

Enables AI agents to publish HTML artifacts for human review, receive anchored feedback, and iterate until approval.

x402-monetize

Plug-and-play monetization SDK for MCP tools and TypeScript APIs. Monetize AI agent workflows instantly with x402 V2 micropayments and Base revenue splits.

ART MCP Server

Enables time series analysis following Box-Jenkins-Treadway methodology, supporting guided or autonomous modes for model identification, estimation, and diagnosis via an LLM.

RollingGo-Hotel-MCP

RollingGo MCP is a high-performance hotel search and recommendation service built on the MCP (Model Context Protocol) standard. It connects large language models with a massive database of domestic and international hotel data, providing real-time structured hotel search capabilities for AI assistants, agents, travel planning tools, or IDE plugins like Cursor/Windsurf.

Conduit

Headless browser with SHA-256 hash-chained audit trails and Ed25519-signed proof bundles. Every browser action is cryptographically recorded and self-verifiable. Built-in stealth via Patchright, multi-engine web search, site crawling, and page monitoring.

US Federal Procurement MCP

Enables searching and filtering federal contract opportunities by keyword, agency, set-aside, NAICS, and more from any MCP client. Analyzes solicitations for small-business fit and risk, and provides reference lookups for NAICS codes, set-asides, and federal thresholds.

remote-mcp-server-authless

Enables deployment of a remote MCP server on Cloudflare Workers without authentication. Supports custom tools and connections to Cloudflare AI Playground and Claude Desktop.

mcp-server-wayback

MCP server for the Internet Archive's Wayback Machine. Search archived snapshots, extract page text from a specific date, track how a site has changed over time, check if broken links are recoverable, and perform research across Internet Archive collections.

mem-persistence

Persistent memory MCP server that stores and retrieves memories in Markdown files, enabling shared context across multiple AI agents with hybrid search and deduplication.

MCP Playground

MCP 客户端和服务器学习的 MCP 游乐场

apple-notes-mcp

An MCP server for Apple Notes that enables semantic search and full CRUD operations through natural language.

ucp-mcp-server

Let AI assistants shop. An MCP server that gives Claude, Cursor, and any MCP-compatible AI the ability to interact with UCP-enabled merchants.

米家 MCP Server

Enables natural language control of Xiaomi smart home devices through MCP, focusing on homes, rooms, device names, and scenes without requiring protocol details.