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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)

comfyui

external

-

PPT 生成 (Presenton)

presenton

external

-

语音合成 (ChatTTS)

tts

external

-

Spine 动画

spine2d

external

MCP

简历生成 (JadeAI)

jadeai

external

-

YOLO 训练 (AutoLabel)

autolabel

external

-

浏览器自动化

agent-browser

external

MCP

本地 LLM (Ollama)

ollama

external

-

15维人格系统

personality

builtin

-

自定义模块

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

A
license - permissive license
-
quality - not tested
C
maintenance

Maintenance

Maintainers
Response time
Release cycle
Releases (12mo)
Commit activity

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