发现优秀的 MCP 服务器

playwright-min-network-mcp

A minimal network monitoring MCP tool for Playwright browser automation. Just 5 simple tools to capture, filter, and analyze network traffic during web automation with MCP context efficiency.

Algorate MCP Server

Enables comprehensive algorithm benchmarking, performance analysis, and optimization across JavaScript, TypeScript, and Python code, with AI-powered insights and automated comparisons.

Memora MCP

An interactive flashcard MCP App for Claude Desktop. Claude generates flashcards from your request or the conversation and renders them as an inline, gradeable flip-card review with spaced repetition.

OverlayQA MCP

Enables AI coding agents to audit web pages for WCAG accessibility and color-contrast issues, and file dev-ready issues directly into OverlayQA projects.

InvGate Service Desk

MCP server for InvGate Service Desk — manage incidents, users, knowledge base, assets and time tracking from any AI assistant.

repo-semantic-search

Enables semantic code search over local repositories, providing tools like semantic_search and list_indexed_repos to Claude Code, so users can find relevant code sections via natural language instead of grep.

Clinical Handover MCP Server

Provides structured tools for risk classification, SBAR generation, completeness validation, follow-up task extraction, and ward preference management for clinical handover coordination agents.

LinkedIn MCP Server

Automates LinkedIn job search and profile editing via Playwright browser automation, enabling targeted job searches and profile updates without manual UI interaction.

mcp-telepizza

Unofficial read-only MCP server for Telepizza.es that enables querying menu, prices, offers, stores, loyalty points, and order history using your own account. It cannot make purchases.

work-assistant

Enables AI agents to search and read a local, provider-independent email archive, reconstruct contacts and interactions, and prepare draft responses without sending anything.

University Course Catalog MCP Server

Provides LLM assistants with course search, prerequisite lookup, instructor information, and prerequisite graph tools backed by a SQLite database, enabling AI-powered academic advising.

Remote MCP Server (Authless)

Enables deployment of MCP servers on Cloudflare Workers without authentication requirements. Allows users to create custom tools and connect them to AI clients like Claude Desktop or Cloudflare AI Playground through a remote endpoint.

@mobileproxy/mcp-server

MCP server that gives Claude and other agents direct control over mobile proxies, enabling proxy management and rotation tasks.

ask-gemini-mcp

An MCP server for AI-to-AI collaboration via the Gemini CLI. Available on npm: ask-gemini-mcp. Works with Claude Code, Claude Desktop, Cursor, Warp, Copilot, and 40+ other MCP clients. Leverage Gemini's massive 1M+ token context window for large file and codebase analysis while your primary AI handles interaction and code editing.

InstantCMS MCP Server

Provides a specialized environment for developing InstantCMS 2 addons and templates by exposing hooks, class APIs, and code structures to AI assistants. It enables automated scaffolding, validation, and searching of system components to streamline the creation of functional CMS extensions.

paper-mcp

Enables retrieval of academic paper metadata, PDFs, full text, citations, and references by title via Semantic Scholar, arXiv, and other sources.

Minecraft Dedalus MCP

Enables AI agents to control Minecraft bots via natural language commands by bridging a Python MCP server with a Node.js Mineflayer bridge. It supports a wide range of in-game actions including complex pathfinding, resource gathering, crafting, and combat.

K8s MCP Server

A Docker-based MCP server that enables Claude to run Kubernetes CLI tools (kubectl, istioctl, helm, argocd) in a secure containerized environment for managing and troubleshooting clusters.

Domotz MCP Server

Enables Claude to query and manage Domotz network monitoring through 133 API actions, covering collectors, devices, alerts, and configuration.

KR-MCP-Server

这是一个基于 [MCP-Go] 框架开发的 MCP 服务项目，提供了一系列工具和功能。

mcp-crawl4ai2vectordb

MCP server for crawling web documentation and storing it in a Supabase vector database.

mcp-integrated-ai-assistant

An MCP server providing tools for YouTube search, AI trip planning, notes management, web search, and product price comparison, backed by a FastAPI backend.

open-meteo-mcp

An MCP server that provides weather forecasts and current conditions for any city via the free Open-Meteo API, with no API key or account required.

service-economics

Free service management tools — playbooks, benchmarks, and instant service health analysis. DigitalCore MCP gives you free access to service management expertise directly in your AI assistant. Run a Service Reality Check to score your service health in 60 seconds. Access strategy playbooks for ser

Filesystem MCP Server SSE

Node.js server implementing Model Context Protocol (MCP) for filesystem operations, allowing AI systems to read, write, edit files and manage directories within specified allowed paths.

Angel One Mcp

MCP server for Angel One SmartAPI. Lets AI clients trade Indian stocks, manage orders and GTT rules, read holdings/positions/funds, fetch quotes/candles/OI/Greeks, and estimate margin/brokerage with TOTP login and built-in safety guards.

Trends MCP

Provides hosted trend data MCP server for querying Google, TikTok, Amazon, Reddit, YouTube, Steam, npm and 30+ trend sources in natural language from any MCP-compatible AI.

Agno MCP Search

An MCP server that exposes an Agno agent with Google Gemini reasoning and Serper web search, enabling MCP-compatible clients like Claude Desktop to perform agent-driven web searches and receive synthesized answers.

stormscope

Provides real-time US weather data for AI assistants via MCP, including current conditions, forecasts, alerts, severe weather outlooks, radar, upper-air analysis, and surface analysis. Supports optional personal weather station integration.