WoLiu-MCP
Provides integration with Ollama for running local language models, enabling AI agents to leverage on-premise LLM capabilities.
Provides tools for interacting with Spine 2D animation software, allowing AI agents to create, edit, and manage Spine animations.
Provides integration with YOLO for object detection, enabling AI agents to train and manage YOLO models.
Click on "Install Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type
@followed by the MCP server name and your instructions, e.g., "@WoLiu-MCPlist all available service modules and show their health status"
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
WoLiu-MCP
WoLiu-AI-Agent 的 MCP 服务模块插件系统。
插件化 · 自动发现 · 任意 MCP 客户端即插即用
是什么
一套可插拔的 MCP 服务模块框架。每个模块(ComfyUI、PPT 生成、TTS、Spine2D 等)放入目录即可被自动发现,无需手动注册。
面向 WoLiu-AI-Agent 项目,但任何支持 MCP 协议的智能体客户端均可直接使用。
Related MCP server: ComfyUI MCP Server
接入我流展示
安装
pip install woliumcp如需 MCP Server 支持:
pip install woliumcp[mcp]快速开始
from woliumcp import init, list_modules, get_module, get_all_mcp_configs
# 设置 WoLiu-AI-Agent 项目根目录
init(project_root="/path/to/WoLiu-AI-Agent")
# 列出所有已安装的服务模块
for m in list_modules():
print(f"{m['id']}: {m['name']} (running={m['running']})")
# 获取单个模块的 MCP 配置
spine_mcp = get_module("spine2d").get_mcp_command()
print(spine_mcp)
# {'command': 'python', 'args': ['-m', 'spine2d_mcp.server'], 'cwd': '...'}
# 获取所有 MCP 配置,供 MCP 客户端连接
configs = get_all_mcp_configs()或命令行:
python -m woliumcp /path/to/WoLiu-AI-Agent内置模块
模块 | ID | 类型 | MCP |
AI 绘画 (ComfyUI) |
| external | - |
PPT 生成 (Presenton) |
| external | - |
语音合成 (ChatTTS) |
| external | - |
Spine 动画 |
| external | MCP |
简历生成 (JadeAI) |
| external | - |
YOLO 训练 (AutoLabel) |
| external | - |
浏览器自动化 |
| external | MCP |
本地 LLM (Ollama) |
| external | - |
15维人格系统 |
| builtin | - |
自定义模块
在 woliumcp/modules/ 下创建新目录,放入 module.py:
from woliumcp.base import BaseMCPModule, ModuleMeta, ModuleHealth
class MyModule(BaseMCPModule):
@property
def meta(self) -> ModuleMeta:
return ModuleMeta(
id="my-module",
name="我的模块",
description="这是一个自定义 MCP 服务模块",
icon="star",
category="external",
)
def detect(self) -> bool:
return self._exists("side-projects/my-module/main.py")
def get_mcp_command(self) -> dict | None:
return {
"command": "python",
"args": ["-m", "my_module.server"],
"cwd": self._path("side-projects/my-module"),
}
async def health(self) -> ModuleHealth:
return ModuleHealth(installed=self.detect())放进去就自动发现,无需改任何注册代码。
与其他 MCP 客户端集成
WoLiu-MCP 模块通过标准 MCP 协议暴露。任何支持 MCP 的客户端(Claude Desktop、Cursor、VS Code Copilot 等)都可通过 get_mcp_command() 返回的配置直接连接。
在 MCP 客户端配置文件中添加:
{
"mcpServers": {
"spine2d": {
"command": "python",
"args": ["-m", "spine2d_mcp.server"],
"cwd": "./side-projects/spine2d-animation-mcp-main"
}
}
}集成项目
语音合成: ChatTTS: https://github.com/2noise/ChatTTS Confucius4-TTS: https://github.com/netease-youdao/Confucius4-TTS/blob/main/README.zh.md
简历制作: JadeAI-0.4.1: https://github.com/LingyiChen-AI/JadeAI
PPT制作: presenton-electron-v0.9.3-beta
Live2D动画: https://github.com/ampersante/spine2d-animation-mcp
目标检测: https://github.com/xzcGit/autolabel-dock
ComfyUI: https://github.com/Comfy-Org/ComfyUI
许可证
MIT
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