发现优秀的 MCP 服务器

RPG Maker MZ/MV MCP Server

A Model Context Protocol server that enables management of RPG Maker MZ and MV project data, including actors, items, maps, and events. It allows users to create, update, and search game assets through natural language integration with MCP-compatible clients.

notebooklm-mcp

MCP server that provides ~39 tools to interact with Google NotebookLM's internal API, enabling notebook management, source addition, chat queries, and Studio artifact generation through stdio, HTTP, and SSE transports.

@sattva/dokploy-mcp

MCP server for Dokploy that dynamically generates 420+ tools from the Dokploy OpenAPI spec, enabling deployment, management, and monitoring of self-hosted infrastructure through AI assistants.

claude-code-mcp

Wraps Claude Code as tools for MCP clients, enabling autonomous coding tasks via a 4-tool lifecycle with session management, async polling, and permission controls.

Discogs MCP Server

Enables finding the best-sounding pressing of an album and mood- and taste-based music recommendations via Discogs.

phiacta-mcp

MCP server for interacting with the Phiacta knowledge platform.

MCP Deepseek Agent Server

通过 Ollama 的 Deepseek 模型实现无缝 AI 集成，提供协议兼容性和自动配置，从而实现清晰的 AI 驱动交互。

@runapi.ai/gpt-4o-image-mcp

MCP server for GPT-4o Image model line, enabling text-to-image task creation, status polling, and pricing checks via RunAPI.

bahmni-mcp

MCP server that exposes the OpenMRS/Bahmni REST API as tools for Claude to interact with Bahmni instances.

mcp_music_server

MCP server that enables LLMs to search, play, and manage music from multiple platforms (NetEase, QQ, Kugou) and local files, with lyrics retrieval and playback control.

Unipile Universal MCP Server

Provides a standardized interface for interacting with Unipile's tools and services through a unified API.

Sneaky Sasquatch Wiki MCP Server

Enables Claude to search and retrieve articles from the Sneaky Sasquatch game wiki via natural language queries.

claude-kb

Enables searching and retrieving Claude Code conversation history via hybrid semantic and keyword search, allowing the agent to access its own past interactions.

Planview Portfolios Actions MCP Server

Enables creating, updating, deleting, and managing projects, tasks, financial plans, OKRs, and work hierarchy nodes in Planview Portfolios through natural language. Designed as the write-action companion to the read-only Planview Portfolios Beta MCP.

mcp-grep

A grep server implementation that exposes grep functionality through the Model Context Protocol (MCP), supporting natural language prompts and common grep options such as case-insensitive matching, context lines, and recursive searching.

win-cli-mcp-server

Hardened MCP server providing controlled access to PowerShell, CMD, Git Bash, and SSH from MCP clients like Claude Desktop.

MoltBrowser MCP Server

Enables AI agents to share and use community-contributed browser configs, dynamically providing pre-configured tools for specific websites to reduce token waste and improve navigation efficiency.

testmcpgithubdemobypurna

从 MCP 服务器演示创建。

ai-search-audit

Enables auditing AI search visibility: checks site readiness for AI crawlers and measures whether ChatGPT, Gemini, and Perplexity recommend your site, including verbatim answers and citation gap analysis.

tuvio-vacuum

Enables control of Tuvio/Tuya robot vacuum cleaners via a local hub, supporting commands such as start, pause, home, set mode, suction, water level, and more.

MCP Ruby Server Skeleton

模型上下文协议（MCP）的实验性 Ruby 实现 - 用于尝试 LLM 集成的入门服务器框架

mcp-data-toulouse

Toulouse Métropole Open Data MCP server. Enables searching datasets, retrieving metadata, and querying records using ODSQL.

re-winedbg

Enables headless debugging of Windows executables from Linux/macOS hosts by orchestrating winedbg's gdbserver and a GDB client, exposing 19 tools for launch, attach, breakpoints, stepping, register/memory access, and session lifecycle.

MetaGraph-MCP

Enables enterprise AI agents to query governed data lineage, PII-aware schema documentation, and semantic metadata from SQL logs via MCP, with role-based access and vector search.

PureRef MCP

Enables AI assistants to create PureRef reference boards from local images and ad-review data, supporting moodboards and A4-style creative review reports.

Remote MCP Server for Cloudflare

A deployable Model Context Protocol server on Cloudflare Workers that runs without authentication requirements, allowing integration with AI models through the Cloudflare AI Playground or Claude Desktop.

Workbench MCP Server

Provides remote project access via MCP, enabling file operations, code search, git commands, and background Claude CLI execution.

DeepSeek MCP Sample

A Node.js + TypeScript MCP server that proxies to DeepSeek's Chat, Image, and TTS APIs for conversation, image generation, and text-to-speech.

6amdev-server-mcp

MCP server for managing Ubuntu servers with AI integration, enabling system monitoring, Docker control, Gitea repository management, Ollama LLM interaction, workspace file operations, and Claude Code assistant via natural language.

AI Debugger

Bringing the debugging we know and love as human programmers to our AI agents – debug any supported language with breakpoints, variable/state inspection, and stepping, to supercharge agents' capabilities to reason about runtime code.