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Webpage Summary Agent with mcp-agent and qwen MCP Server

@yeshan333

Repository

Basic information

Category

AI & Agents

Transports

stdio

Author

yeshan333

About Webpage Summary Agent with mcp-agent and qwen MCP Server

Webpage Summary Agent with mcp-agent 、MCP servers and qwen.

Webpage Summary Agent with mcp-agent and qwen MCP Server config

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

{
  "mcpServers": {
    "webpage-summary-agent": {
      "command": "uv",
      "args": [
        "venv"
      ]
    }
  }
}

Webpage Summary Agent with mcp-agent and qwen MCP Server tools

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Overview

What is Webpage Summary Agent with mcp-agent and qwen?

It fetches a webpage and generates a summary using the Qwen language model, orchestrated by the mcp-agent framework. Designed for Windows environments.

How to use Webpage Summary Agent with mcp-agent and qwen?

Install with uv venv, then create a mcp_agent.secrets.yaml file with your Qwen API key. Run the agent with uv run main.py --url "<webpage_url>".

Key features of Webpage Summary Agent with mcp-agent and qwen

  • Summarizes any public webpage via a command-line tool
  • Uses Qwen (via OpenAI-compatible API) for text generation
  • Runs exclusively on Windows with uv package manager

Use cases of Webpage Summary Agent with mcp-agent and qwen

  • Quickly extract key points from long online articles
  • Generate concise overviews of documentation pages
  • Automate webpage summarization in a local Windows workflow

Frequently asked questions

1

What are the system requirements?

Windows environment and the `uv` package manager are required.

2

How do I set the Qwen API key?

Create a file named `mcp_agent.secrets.yaml` with the following content: ```yaml openai: api_key: "sk-xxxxxx" ``` Replace `sk-xxxxxx` with your actual Qwen API key obtained from [Alibaba Cloud Bailian](https://bailian.console.aliyun.com/?apiKey=1#/api-key).

3

How do I run the agent for a specific URL?

Execute `uv run main.py --url "<url>"` from the project directory, replacing `<url>` with the webpage you want to summarize.

4

What transport or authentication is used?

The tool uses an OpenAI-compatible API endpoint for Qwen. Authentication is handled via the API key stored in `mcp_agent.secrets.yaml`. No other transport details are specified.

Comments

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