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PPTAgent

@icip-cas

Repository

About PPTAgent

Please run `uv pip install pptagent` first

#pptagent#presentation-generator#evaluation-framework

Basic information

Category

Other

Transports

stdio

Publisher

icip-cas

Submitted by

less force

Config

Add this server to your MCP-compatible client using the configuration below.

{
  "mcpServers": {
    "pptagent": {
      "command": "uv",
      "args": [
        "run",
        "--with",
        "pptagent",
        "--with",
        "python-pptx@git+https://github.com/Force1ess/python-pptx@219513d7d81a61961fc541578c1857d08b43aa2a",
        "pptagent-mcp"
      ],
      "env": {
        "PPTAGENT_MODEL": "openai/gpt-4.1",
        "PPTAGENT_API_BASE": "http://localhost:8000/v1",
        "PPTAGENT_API_KEY": "your_key"
      }
    }
  }
}

Tools

No tools detected

We auto-extract tools from the README. The maintainer can list them under a ## Tools heading to populate this section.

Overview

What is PPTAgent?

PPTAgent is an MCP server that automatically generates presentations from documents. It uses a two-step process inspired by human presentation creation, and includes PPTEval, a comprehensive evaluation framework for assessing presentation quality across multiple dimensions.

How to use PPTAgent?

Get started quickly with the pre-built Docker image or configure the MCP server as described in the documentation. Refer to DOC.md for detailed Docker and MCP server instructions.

Key features of PPTAgent

  • Dynamic content generation with seamlessly integrated text and images
  • Smart reference learning without manual annotation
  • Comprehensive quality assessment via PPTEval across Content, Design, and Coherence
  • Two-phase approach: Analysis and Generation
  • Pre-built Docker image for easy setup

Use cases of PPTAgent

  • Automatically generate a presentation from a document (e.g., product pages, research reports)
  • Create visually cohesive slides for business or academic talks
  • Evaluate the quality of generated presentations using PPTEval

FAQ from PPTAgent

Is PPTAgent open source?

Yes, PPTAgent is open source. The codebase is available on GitHub and the model and data are released on HuggingFace.

How does PPTAgent generate presentations?

PPTAgent uses a two-phase process: an Analysis phase that learns patterns from reference presentations, and a Generation phase that produces structured outlines and visually cohesive slides.

What is PPTEval?

PPTEval is a comprehensive evaluation framework that assesses presentations across three dimensions: Content (accuracy and relevance), Design (visual appeal and consistency), and Coherence (logical flow).

How can I quickly start using PPTAgent?

The quickest way is to use the pre-built Docker image. See the Docker instructions in the documentation for details.

Is there a research paper about PPTAgent?

Yes, a paper titled "PPTAgent: Generating and Evaluating Presentations Beyond Text-to-Slides" has been accepted to EMNLP 2025 and is available on arXiv.

Comments

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