发现优秀的 MCP 服务器

DataLayer MCP

Give your AI agent access to 60M+ companies and 300M+ verified contacts. Enrich leads, find work emails, discover tech stacks, and identify buying intent — directly from Claude, Cursor, Windsurf, or any MCP-compatible AI agent.

ax-platform-mcp

Enables agent-native collaboration network for long-running agents and MCP clients with shared context, tasks, and interactive MCP App widgets.

Exa MCP Server

Enables AI assistants to perform real-time web searches, company research, content crawling, LinkedIn searches, and deep research tasks using the Exa AI Search API. Can be deployed locally or on Heroku for remote access.

linkedin-safe-mcp

MCP server for safe LinkedIn automation: official-API posting, comments, and likes plus guest-endpoint job search and a local application tracker.

jules-dispatch

MCP server for batch-dispatching coding tasks to Google Jules in parallel, with YAML task definitions, plan approval, and optional LLM-based task planning. Integrates with Claude Code and OpenAI Codex CLI as a tool.

iso26262-agent

AI-powered MCP server for automotive functional safety engineering. Enables generation of HARA, FMEA, safety requirements, and compliance checks grounded in ISO 26262 standards.

thudong-mcp-claude

MCP server for querying survey feedback and statistics regarding the 'Thudong' field exam after the event at Wat Pa Roi Pi Luang Pu Viriyang, Ratchaburi, December 12-15, 2568 (2025). Enables searching impressions, suggestions, and satisfaction statistics across participant groups.

GNews API MCP Server

Provides access to the GNews API for searching news articles and getting top headlines, with OAuth2 authentication and support for advanced query syntax.

gpuctl-mcp

Enables AI agents to manage GPU training end-to-end through natural language, including submitting and scheduling jobs, monitoring logs and metrics, diagnosing failures, comparing runs, and recommending the best checkpoints.

Aevo-MCP

Connect AI agents to the Aevo trading platform. Retrieve market data, manage accounts, and execute trades easily

srclight

Deep code indexing for AI agents. Search symbols, navigate call graphs, explore inheritance, track git history — all via MCP.

douban-mcp

MCP server for querying Douban books, movies, TV shows, and group topics, with tools for searching, retrieving details, and listing reviews.

NewsAPI MCP Server

Enables news search and headline retrieval using NewsAPI. Supports getting top headlines by country and category, and searching articles across thousands of sources.

whop-mcp

A Model Context Protocol server that enables AI assistants to manage Whop.com business operations, including payments, memberships, products, promo codes, and affiliates.

Steam-MCP

MCP server for Valve's Steam that enables querying game libraries, player profiles, achievements, friends, store listings, Workshop items, and current player counts. Provides 14 tools across 5 categories with a React dashboard and REST bridge.

Twenty MCP Server

Enables LLM agents to interact with Twenty CRM data through natural language, providing tools for managing contacts, companies, opportunities, tasks, and more via the Model Context Protocol.

public-calendar-mcp

Enables AI agents to search and access public calendar data, supporting iCal, CalDAV, and Google Calendar sources with event search, details, and availability checks.

Cellar

Hybrid computer-use MCP server that automates browsers and native macOS/Linux apps by fusing accessibility trees, Chrome DevTools Protocol, and vision into one structured context. Exposes four composable tools — cel_see, cel_act, cel_think, cel_perceive — that work with any MCP client and run fully offline via Ollama.

mdshare-mcp

Enables AI chat clients to publish markdown content to an mdshare service and retrieve previously published pastes via MCP tools, without manual file uploads or curl requests.

Angle One MCP Server

镜子 (jìng zi)

Python MCP Korea Weather Service

MCP server that provides Korean weather information using grid coordinates and the Korea Meteorological Administration API, allowing users to query current weather conditions and forecasts for specific locations in Korea.

MCP Vulnerability Scanner

Enables scanning IP addresses for vulnerabilities using Nmap and API-based checks, supporting both single and batch scans with detailed reports.

Coolify MCP Server

MCP server that integrates with Coolify to let AI assistants manage Coolify instances via a clean toolkit wrapping the official REST API.

kwork-mcp

Enables AI-powered management of Kwork.ru freelance tasks, including orders, messages, projects, and account stats through natural language.

AnyList MCP Server

Enables AI assistants to interact with AnyList for managing shopping lists, recipes, and meal planning. Users can retrieve recipe details, add ingredients to lists, and schedule meals on their AnyList calendar.

PDF Export for AI Agents

Well-designed PDFs from a single prompt. Describe what you need, get a professional document.

leboncoin-seller-mcp

Enables turning photos and observed facts into a ready-to-publish Leboncoin ad, with comparable search, asking-price statistics, category lookup, local drafts, and browser form automation that stops one click short of publishing until approved.

mcp-xray

Enables interaction with Xray Cloud and Data Center for test management, including authentication, GraphQL queries, test execution/plan management, and result import via MCP.

x-mcp-server

MCP server for the official X API, enabling agents to read and publish posts, look up users, and search posts with safe read-only default and explicit write mode.

claude_code_mastery

Monitors 7+ sources for Claude Code updates, analyzes curriculum gaps, and auto-applies changes to keep the curriculum current.