自动化机器学习MCP服务器

一个通过MCP协议向智能体暴露自动化机器学习库能力的服务器,支持基于数据文件进行模型训练、预测与评估,适用于表格、多模态和时间序列数据场景。

  • by V-Sekai-fire
  • Elixir
  • 本地部署
  • 更新于
在 GitHub 查看 V-Sekai-fire/autogluon-mcp

使用说明

transport-mcp-autogluon

An Elixir Model Context Protocol server that exposes an automated machine learning library as tools for training, prediction and evaluation.

What it is for

An agent calls its tools to fit tabular, multimodal and time-series predictors on a data file, predict with a trained model, and evaluate it on held-out data. The learning library runs in an embedded Python environment that the build installs. It serves over standard input and output by default, or over HTTP when configured.

Build and run

mix deps.get
mix mcp.server

Licence

MIT; see LICENSE.md.