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PPTAgent MCP Server

@icip-cas

Repository

Basic information

Category

Other

Transports

stdio

Author

icip-cas

Submitted by

less force

About PPTAgent MCP Server

Please run `uv pip install pptagent` first

#pptagent#presentation-generator#evaluation-framework

PPTAgent MCP Server 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"
      }
    }
  }
}

PPTAgent MCP Server tools

Tool list not available yet

This listing does not currently have a tool list to display. This does not mean the server has no tools; check its documentation for supported capabilities.

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

Frequently asked questions

1

Is PPTAgent open source?

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

2

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.

3

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).

4

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.

5

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.

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