paperbanana

概述

PaperBanana 是一个智能框架，可根据文本描述生成高质量的学术图表和统计图。它实现了多代理流程和迭代优化，支持多种 VLM 和图像生成提供商，包括 OpenAI、Azure OpenAI 和 Google Gemini。该服务器提供自动优化模式、从清单文件批量生成功能，以及支持 PDF 输入以提供方法上下文等特性。

试试问 AI

装完之后，这里有 5 个你可以让 AI 做的事：

• generate

  Generate methodology diagrams from text descriptions with optional optimization and refinement

  试试:Generate a diagram for our encoder-decoder architecture with sparse routing试试:Create a methodology diagram for the transformer model with auto-refine mode试试:Continue generating with feedback to make arrows thicker and colors more distinct
• plot

  Generate statistical plots from data files with communicative intent

  试试:Create a bar chart comparing model accuracy across benchmarks using results.csv试试:Generate a scatter plot showing the relationship between training epochs and accuracy
• batch

  Generate multiple diagrams from a manifest file with optional composite figures

  试试:Generate multiple diagrams from batch_manifest.yaml with optimization试试:Create batch diagrams with composite layout for the panels
• plot-batch

  Generate multiple statistical plots from a manifest file

  试试:Generate multiple plots from plot_batch_manifest.json试试:Create batch statistical plots for different benchmark results
• batch-report

  Generate human-readable reports from existing batch runs

  试试:Generate a markdown report from batch run outputs/batch_20250109_123456_abc试试:Create an HTML report from a specific batch ID
• sweep-report

  Generate reports from sweep experiments showing ranked variants

  试试:Generate an HTML report from sweep outputs/sweep_20250109_123456_abc试试:Create a markdown report from a specific sweep ID

说明：Tool names inferred from CLI commands, though not explicitly listed as MCP tools. PaperBanana does support MCP server functionality but the README doesn't clearly document the MCP API schema.

可对比工具

安装

pip install paperbanana

{
  "mcpServers": {
    "paperbanana": {
      "command": "python",
      "args": ["-m", "paperbanana.mcp"],
      "env": {
        "OPENAI_API_KEY": "your-api-key"
      }
    }
  }
}

FAQ

支持哪些 LLM 提供商？

PaperBanana 支持 OpenAI（GPT-5.2 + GPT-Image-1.5）、Azure OpenAI / Foundry 和 Google Gemini 提供商。

可以从 PDF 论文生成图表吗？

是的，PaperBanana 支持 PDF 输入，可选择特定页面以提供方法上下文。

Hacker News 讨论

开发者社区最近的相关讨论。

• Show HN: Implementation of Google's PaperBanana (diagram generation from text)▲ 3💬 1
  帖子 by dippatel1994 · 2026-02-04
• Show HN: Open-source PaperBanana – academic diagrams from text via agents▲ 1
  帖子 by dippatel1994 · 2026-02-06

paperbanana 对比