How does the tool calculate token savings?

The tool estimates token savings by multiplying the number of duplicate lines by the average number of tokens per line, using a standard of four characters per token.

Does the tool ignore whitespace?

Yes, all lines are trimmed of leading and trailing whitespace before being evaluated for uniqueness.

What is the difference between the redundancy profile and the frequency map?

The redundancy profile provides high-level metrics like duplicate ratios, while the frequency map provides a specific breakdown of every repeated line and its count.

Duplicate Line Detector MCP Connector for Claude

A+

Identify redundant lines in text and calculate token savings.

3 tools Official Updated Oct 1, 2026 Official Vinkius Partner

More Details Connect to Claude

This MCP server provides tools to analyze multi-line text for redundancy. Use analyze_text_redundancy to get a full redundancy profile, including duplicate counts and estimated token savings. Use get_line_frequency_map to see which specific lines are repeated, or summarize_deduplication_impact to calculate the efficiency gain from removing duplicates.

deduplicationtext-analysistoken-optimizationredundancyefficiency

Connect to Claude

Subscribe on Vinkius, then add this connector to Claude.ai or Claude Code.

① Claude.ai (web app)

Go to Settings → Connectors → Add custom connector
Paste the MCP endpoint URL below

https://edge.vinkius.com/vk_preview_yDAB8XEDyIoWhlpd7GkvaYAhjoQ8W5fjH1Z8xePT/mcp

② Claude Code (terminal)

claude mcp add --transport http duplicate-line-detector https://edge.vinkius.com/vk_preview_yDAB8XEDyIoWhlpd7GkvaYAhjoQ8W5fjH1Z8xePT/mcp

③ Claude Desktop

Add to claude_desktop_config.json:

{
  "mcpServers": {
    "duplicate-line-detector": {
      "url": "https://edge.vinkius.com/vk_preview_yDAB8XEDyIoWhlpd7GkvaYAhjoQ8W5fjH1Z8xePT/mcp"
    }
  }
}

Get full access on Vinkius

The preview token above works for testing. Powered by Vinkius.

Details

Tools: 3
Grade: A+
Score: 100/100
Updated: Oct 1, 2026

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