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Content SummarizerSAFE

mcp/0xshellming/content-summarizer-1
MCP server by 0xshellming · ai · ai summarizer · book · Audited 2026-10-06
⚑ Report / re-scanSource ↗

MCP Server for AI Summarization

Verdict
SAFE
Grade
B
Trust score
89 /100
Exposed tools
1 1r · 0w · 0d
Transport
stdio
License
—
Stars
167
01

Overview

From the repository's own README, as read at the audited commit. Badges and raw HTML are left out.

A Model Context Protocol (MCP) server that provides intelligent summarization capabilities for various types of content using Google's Gemini 1.5 Pro model. This server can help you generate concise summaries while maintaining key information from different content formats.

Powered by 3MinTop

The summarization service is powered by 3MinTop, an AI-powered reading tool that helps you understand a chapter's content in just three minutes. 3MinTop transforms complex content into clear summaries, making learning efficient and helping build lasting reading habits.

Features

  • Universal content summarization using Google's Gemini 1.5 Pro model
  • Support for multiple content types:
  • Plain text
  • Web pages
  • PDF documents
  • EPUB books
  • HTML content
  • Customizable summary length
  • Multi-language support
  • Smart context preservation
  • Dynamic greeting resource for testing

Getting Started

  1. Clone this repository
  2. Install dependencies:
pnpm install
  1. Build the project:
pnpm run build
  1. Start the server:
pnpm start

Development

  • Use pnpm run dev to start the TypeScript compiler in watch mode
  • Modify src/index.ts to customize server behavior or add new tools

Usage with Desktop App

To integrate this server with a desktop app, add the following to your app's server configuration:

{
"mcpServers": {
"content-summarizer": {
"command": "node",
"args": [
"{ABSOLUTE PATH TO FILE HERE}/dist/index.js"
]
}
}
}

Available Tools

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 co
Read from source at commit ff4d3b4c129cOBSERVED · 2026-10-06
02

Connect

Built from this server's own package name, version and transport as found in its source — not copied from anyone's documentation, so it cannot drift against a page we do not control.

claude-code
claude mcp add mcp-summarizer -- npx -y [email protected]
claude-desktop
{
  "mcpServers": {
    "mcp-summarizer": {
      "command": "npx",
      "args": [
        "-y",
        "[email protected]"
      ]
    }
  }
}
03

Exposed tools (1)

1 read · 0 write · 0 destructive.

ToolRiskDescription
summarizeread
04

Trust audit

SAFEgrade B · trust 89/100 Nothing in the source contradicts what it says it does. Grade A is reserved for packages that have also passed the behavioural sandbox.

LayerWhat it checksResult
L0Provenance & inventoryPASS
L1Static analysis of the codePASS
L2Instruction surface (what it tells the agent)PASS
L3Class-specific surfacePASS
L4Behavioural (sandbox)SKIPPED

What the source does

Filesystem
none-observed
Network
none-observed
Shell
none-observed
Dependencies
not all pinned
Secrets in source
none-found

Findings (2)

LOWInventory / provenance · inv.no_license · CWE-1104
Why it matters. no LICENSE file and no repo licence
Fix. add a licence
LOWSupply chain · supply.unpinned · CWE-829, CWE-1357
package.json
@ai-sdk/google, @modelcontextprotocol/sdk, ai, zod, @types/node, typescript
Why it matters. 6 dependency range(s) float
Fix. pin exact versions or ship a lockfile

Gates applied: no_behavioural_pass, no_license.

Audited 2026-10-06 · audit v0.4.1 · source sha ff4d3b4c129cfull audit observations/trust-audit/mcp-server/0xshellming__content-summarizer-1.json · Report an issue / request a re-scan
05

Audit history

Every audit this server has had. A grade with a past is a grade somebody is still checking.

DateSourceVerdictGradeScoreChange
2026-10-06ff4d3b4c129cSAFEB89first audit
06

Questions

What is the Content Summarizer MCP server?

MCP Server for AI Summarization

What tools does Content Summarizer expose?

1 in total: 1 read-only, 0 that write, and 0 that can delete or overwrite. Every one is listed on this page with its risk.

Is Content Summarizer safe to connect to an agent?

The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean server reads B.

What credentials does Content Summarizer need?

No credential environment variables were found in its source, so it appears to need none.

How does Content Summarizer run?

It speaks stdio, so it runs as a local process your client starts. It is published on npm as mcp-summarizer at 1.0.0-alpha.2.

How current is this page?

The grade is for one exact copy of the source (ff4d3b4c129c), read on 2026-10-06. The repository is watched and re-audited when it changes.

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