Skills MCP Server
Skills MCP Server
一个基于 FastMCP 的服务器,将 skills-engine 的分类体系以 MCP 工具 的形式暴露出来——这样任何 MCP 客户端(Claude、Cursor 或自定义智能体)都可以对技能进行推断、规范化与搜索,并检查生命周期治理情况。
工具
工具 | 用途 |
| 从 JD、简历、任务和反思中提取并解析技能 |
| 将原始标签映射到自定义 → 外部 → master 层级 |
| 跨所有层级进行语义搜索 |
| 按层级和生命周期状态统计数量 |
| 基于半衰期策略提出建议行动并给出原因 |
Related MCP server: skills-mcp-server
运行
pip install -r requirements.txt
uvicorn skills_engine.api.app:app --reload # in the skills-engine repo, port 8000
export SKILLS_ENGINE_URL=http://127.0.0.1:8000
python src/skills_mcp/server.py # stdio MCP transport将其接入任意 MCP 客户端配置:
{
"mcpServers": {
"skills-engine": {
"command": "python",
"args": ["src/skills_mcp/server.py"]
}
}
}测试
工具函数是注册在 FastMCP 实例上的普通可调用对象,因此测试无需真实引擎,只需对传输层(_get/_post)进行 monkeypatch,并断言路由、载荷和注册结果。
MIT
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