发现优秀的 MCP 服务器

mcp-vision-server

OpenAI-compatible vision MCP server with 14 provider presets that enables MCP clients to analyze images, including screenshots, text, and UI mockups, via a single analyze_image tool.

pywss MCP Server

A lightweight Python web framework that enables building MCP servers with SSE, StreamHTTP, and MCPO protocols for tool integration.

HelloZen Read-Only MCP

A read-only MCP connector for inspecting HelloZen configuration, exposing four tools to list custom fields, pipelines, calendars, and workflows without write access or contact data exposure.

minecraft-rcon-mcp

Exposes Minecraft server commands via RCON as a tool, and optionally powers an in-game AI chat listener that answers player questions using Claude.

Glitch MCP

Connects AI developer tools to the Glitch Agent service for game marketing tasks such as Steam analysis, influencer outreach, PR planning, and approval workflows.

ProofOps

MCP server enabling evidence-driven multi-agent incident management with fault closure workflows, including diagnosis, approval, execution, verification, rollback, and audit-chain tracking.

Shopify MCP Server

Enables interaction with Shopify stores through the GraphQL Admin API. Supports product management, customer data, order queries, blog/article management, and store-wide search capabilities through natural language.

nexla-mcp-doc-qa

An MCP server that exposes grounded, source-attributed question-answering over a collection of PDF documents.

mssql-mcp

An MCP server that enables AI assistants to query and manage Microsoft SQL Server databases using natural language.

Trunk.io MCP Server

Connects AI applications to Trunk Flaky Tests for root cause analysis of flaky tests and setup of test result uploads.

Pornhub MCP Server

Provides real-time statistics and market insights for the adult entertainment industry using data from major platforms and Google Trends. It enables users to analyze performer rankings, platform analytics, and global search trends through natural language queries.

ravendb-mcp

A local, read-only MCP server for RavenDB diagnostics, providing 21 tools to inspect cluster, database, index, task, storage, and performance state, plus logs and data.

Support Ticket MCP

An AI-powered support ticket management system that lets users retrieve, search, and update support tickets using natural language.

app-intel-mcp

Provides live App Store and Google Play data as MCP tools, enabling search, app details, reviews, charts, estimates, and more through natural language.

FortiGate MCP Server

Provides programmatic access to FortiGate devices for managing firewall policies, routing, virtual IPs, and device operations, enabling integration with MCP-compatible clients like Claude Desktop.

Research Assistant — Notion × AI

Automates research workflows by collecting, summarizing, and categorizing AI technology documents directly into Notion. It uses OpenAI GPT for Vietnamese summarization and automatic tagging of topics like RAG, LangGraph, and MCP.

mcp-file-servers

Enables file operations (PDF, Office, images, archives, media) through natural language, with tools for reading, writing, converting, and analyzing files locally.

mcp-wikimedia-rest

Access Wikimedia REST API v1 to retrieve daily featured content and on-this-day events.

Natural Voice MCP

Provides tools and resources to detect AI-generated writing patterns and refine text for more authentic, human-like communication. It enables users to analyze phrasing via a scoring system and apply conversational guides tailored for platforms like Twitter and LinkedIn.

rsbuild-plugin-vue-mcp

This server runs inside an Rsbuild or Rspack dev server to expose MCP tools for inspecting and editing live Vue component state, component trees, Vue Router info, and Pinia stores.

actualbudget-mcp-server

An MCP server for Actual Budget that enables AI agents to read and manage budget data, including accounts, transactions, categories, payees, and budget envelopes, via a long-lived engine singleton.

umodel-mcp

MCP server that enables natural language listing, unpacking, and exporting of Unreal Engine game resources via umodel, including AES-encrypted pak support.

DunderMifflin MCP Server

An MCP server providing role-based access control for HR policies, exposing tools to list, retrieve, and check access to policy sections while filtering sensitive data by role.

mcp-neurolora

提供用于从目录收集和记录代码的工具。

tavern-tanuki

MCP server for managing and playing a running SillyTavern instance, enabling AI coding assistants to read/write character cards, worldbooks, and chats, and to interact as a player via the full generation pipeline.

Herald

The self-hosted MCP bridge between Claude Chat and Claude Code.

Luma AI MCP Server 🎥

镜子 (jìng zi)

GitHub MCP Server

Provides 29 Git operations and 11 workflow combinations for AI assistants and developers, enabling comprehensive Git repository management through a standardized interface.

FastMCP Todo Server

一个待办事项管理服务器，通过 FastMCP 接收请求，并将它们存储在 MongoDB 中，供 Swarmonomicon 待办事项工作器处理。

SQL Server MCP

A read-only MCP server for SQL Server database introspection that enables Claude to explore and query databases via tools like listing objects and executing SELECT queries.