Mcp Summarizer Server
About
Mcp Summarizer Server is a Model Context Protocol (MCP) server that provides intelligent summarization of various content types using Google’s Gemini 1.5 Pro model. It is powered by 3MinTop, an AI reading tool designed to transform complex content into clear, concise summaries…
Details
- Author
- 0xshellming
- GitHub stars
- 163
- Downloads
- 242
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- Universal content summarization using Google’s Gemini 1.5 Pro model.
- Supports multiple content types: text, URL, PDF, EPUB, HTML.
- Customizable summary length (default 200 characters).
- Multi‑language summary generation with translation capability.
- Smart context preservation for coherent summaries.
- Offers summary styles: concise, detailed, or bullet‑points.
Setting up with Highlight
This MCP is not yet compatible with Highlight’s one-click setup. However, you can still use it with Highlight by following these steps:
- Download and install Highlight from highlightai.com/download
- Navigate to the plugins tab and select "Add Custom Plugin"
-
Configure the plugin with the settings below
Plugin Name
Mcp Summarizer ServerCommand (node, npx, python, etc.)Please refer to the README for specific instructions on how to obtain API keys or other required environment variables.
- Enable "Start Automatically" if you want the plugin to start when Highlight launches
From the repository
Install dependencies with pnpm install, build with pnpm run build, and start with pnpm start. For desktop app integration, add the server configuration to your app’s MCP settings, specifying the absolute path to the compiled dist/index.js file.
Claude Desktop / Cursor
Paste into your MCP client config file to install this server.
{
"mcpServers": {
"mcp summarizer server": {
"content-summarizer": {
"command": "node",
"args": [
"{ABSOLUTE PATH TO FILE HERE}/dist/index.js"
]
}
}
}
}McpServers
{
"content-summarizer": {
"command": "node",
"args": [
"{ABSOLUTE PATH TO FILE HERE}/dist/index.js"
]
}
}summarize
Summarizes content from various sources using the following parameters:
- content (string | object): The input content to summarize. Can be:
- Text string
- URL for web pages
- Base64 encoded PDF
- EPUB file content
- type (string): Content type ("text", "url", "pdf", "epub")
- maxLength (number, optional): Maximum length of the summary in characters (default: 200)
- language (string, optional): Target language for the summary (default: "en")
- focus (string, optional): Specific aspect to focus on in the summary
- style (string, optional): Summary style ("concise", "detailed", "bullet-points")
Example usage:
// Summarize a webpage
const result = await server.invoke("summarize", {
content: "https://example.com/article",
type: "url",
maxLength: 300,
style: "bullet-points"
});
// Summarize a PDF document
const result = await server.invoke("summarize", {
content: pdfBase64Content,
type: "pdf",
language: "zh",
style: "detailed"
});
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