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Webpage Summary Agent

by yeshan333

This agent summarizes webpages using mcp-agent and Qwen. It requires a Windows environment and uv for installation.

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What is Webpage Summary Agent?

The Webpage Summary Agent is a tool that leverages mcp-agent and Qwen to automatically generate summaries of web pages.

How to use Webpage Summary Agent?

  1. Install uv. 2. Create a virtual environment using uv venv. 3. Create a mcp_agent.secrets.yaml file and set your Qwen API key. 4. Run the main.py script with the target URL as an argument: uv run main.py --url "[URL]".

Key features of Webpage Summary Agent

  • Webpage summarization

  • Uses mcp-agent

  • Powered by Qwen

  • Easy setup with uv

Use cases of Webpage Summary Agent

  • Summarizing research articles

  • Getting quick insights from news articles

  • Creating summaries of documentation

  • Automating content analysis

  • Improving productivity by quickly understanding webpage content

FAQ from Webpage Summary Agent

What is uv?

uv is a fast, modern Python package installer and resolver.

Where do I get the Qwen API key?

You can obtain the Qwen API key from https://bailian.console.aliyun.com/?apiKey=1#/api-key

What is mcp-agent?

mcp-agent is a framework used by the agent, more information can be found at https://github.com/lastmile-ai/mcp-agent

Can I use this on other operating systems besides Windows?

The README specifies a Windows environment, so compatibility on other OS is not guaranteed.

How do I improve the summarization quality?

The quality of the summarization depends on the Qwen model. Consider exploring advanced prompting techniques to improve results.