发现优秀的 MCP 服务器

taobao-mcp

An MCP server that exposes browser automation tools and Taobao product search/detail lookup via Playwright. It requires a logged-in Taobao session and is best-effort scraping, not an official API.

spraay-solana-gateway

Batch send SOL or any SPL token to 1000+ Solana wallets in one call. x402 payment protocol for AI agents.

bow-products-mcp

MCP server and CLI for Bow Beauty admins to populate, enrich, and validate the products catalog without leaving the editor, exposing admin-only endpoints for AI ingestion, recommendation testing, and full CRUD operations.

Mind Cloud

Persistent memory infrastructure for AI systems, running on Cloudflare's edge network with 28 MCP tools for semantic memory, emotional processing, identity continuity, and a subconscious daemon.

mcp-aws-cost-doctor

Read-only AWS cost diagnostic server that enables AI agents to detect idle resources and orphaned assets, surfacing potential savings via boto3 describe calls.

football-data-mcp

Provides football analytics tools including player scouting, comparisons, market-value filters, expected-goals tables, match-by-match form, team attacking profiles, match search, shot maps, and more for 10 leagues.

Network Scanner MCP

Enables network discovery, port scanning, and infrastructure monitoring with device detection, service fingerprinting, and cluster health checks for autonomous AI systems.

ItchWPMCP

Local MCP server for Codex/Claude to query and edit WordPress content through the WordPress REST API.

espaciarte-mcp

Minimal MCP server exposing Espaciarte's public space discovery API to AI clients, enabling geo-search and retrieval of published space details.

Unity UIToolkit MCP Server

Provides LLM agents with access to Unity UIToolkit documentation, code examples, and HTML/CSS to UXML/USS conversion tools.

mcp-sqlite-manager

一个用于与 SQLite 数据库交互的 MCP 服务器 (Yī gè yòng yú yǔ SQLite shùjùkù jiāohù de MCP fúwùqì)

workday-studio-mcp

A local MCP server that gives Claude direct access to Workday Studio workspace. Enables reading, writing, planning, and validating integration assemblies without network calls or tenant credentials.

gimmick-vision-mcp

Bridges Claude Code to local OpenAI-compatible vision models, enabling image analysis, comparison, and OCR via three tools.

senscritique-mcp

MCP server enabling search and retrieval of public SensCritique data, including works, user profiles, and collections.

MediaWiki MCP Server

一个工具，使像 Claude 这样的人工智能助手能够通过 MediaWiki API 与 MediaWiki 实例进行交互，从而检索页面内容、执行搜索以及分析维基信息。

kardashev-mcp

MCP server for Kardashev Labs US grid data, giving agents live LMP, carbon intensity, load, curtailment, interconnection queues, ERCOT large loads, and the public RT-DA spread forecast track record. Requires no API key.

Spec MCP

Manages software project specifications with AI-powered guided creation, querying, validation, and dependency analysis through the Model Context Protocol.

mcp-college-scorecard

College Scorecard MCP — US Department of Education College Scorecard API

mcp-server-pdfnoodle

Enables AI assistants to generate PDF documents from templates or raw HTML using natural language, with tools for template creation, PDF generation, and utility operations.

ablaut-mcp

Enables AI agents to conjugate verbs in 14 European languages via a hosted Rust API, requiring only a free API key.

Brainstorm MCP Server

An MCP server that launches a lightweight localhost UI for interactive AI-assisted brainstorming and planning. It enables collaborative ideation workflows with visual diagrams, interactive elements, and image support for seamless human-AI collaboration.

host-mcp-jenkins

A local MCP server for Jenkins that provides 17 tools to interact with Jenkins jobs, builds, logs, SCM, and test results via REST API, no plugin required.

storybook-renderer

MCP server to query and render the Doggie UI design system's Storybook documentation, enabling component search, URL rendering, and natural language questions.

Gemini Omni MCP

FastMCP server for Google's gemini-omni-flash-preview video model, enabling text-to-video, image-to-video, and video editing with stateful interactions and batch generation.

WorldTime MCP Server

一个基于 OSS TimezoneDB API 的时区 MCP 服务器

Zipcar MCP Server

Enables users to automate Zipcar car sharing tasks such as searching for available vehicles, managing reservations, and ending trips using stealth browser automation. It provides a standardized interface for interacting with Zipcar's services through natural language and the Model Context Protocol.

senchamp-mcp

The Sendchamp MCP server gives AI coding agents read-only access to search and retrieve accurate Sendchamp API documentation, schemas, and integration guides. It currently covers SMS, OTP verification, authentication, wallet balance, and Africa-specific routing guidance.

mcp-dashboard

Interactive dashboard that works as an MCP server, allowing Claude Code to create and manage workspaces, widgets, tasks, and reminders in real-time via Socket.io.

cryptoapis-hd-wallet

MCP server for Crypto APIs HD Wallet (Wallet as a Service) product. Track and manage HD wallets by their extended public key (xPub/yPub/zPub) — no private keys ever leave your device.

LTspice MCP

This MCP server enables agents to control LTspice on macOS for running simulations, generating schematics, extracting data, and automating verification workflows.