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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use CSV Structural Scan and Deduplicator with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Analyze CSV structure, detect delimiters, find empty cells, and remove duplicate rows.

Included with plan

Ask AI about this Connector

Developed, maintained, and hosted by Vinkius.

MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED

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Works with modern AI clients that support MCP, including ChatGPT, Claude, Cursor, and more.

ChatGPTClaudeCursorPerplexityGeminiMicrosoft CopilotRaycastMeta AI

Complete set · 4 capabilities

The complete CSV Structural Scan and Deduplicator capability set.

These are the exact actions your AI can choose when you ask it to work with CSV Structural Scan and Deduplicator.

Capability set01 / 01

01-04

4 capabilities in this set.

Part of 4 available through CSV Structural Scan and Deduplicator.

  1. 01

    Count duplicate rows

    Counts the number of duplicate rows in a CSV

  2. 02

    Identify empty cells

    Identifies the locations of empty cells in a CSV

  3. 03

    Get deduplicated payload

    Returns a version of the CSV with all duplicate rows removed

  4. 04

    Get structural metrics

    Analyzes the structure of a CSV file

Observed, not estimated

565ms average. Fast in production.

CSV Structural Scan and Deduplicator is checked daily against the live service.

Daily averagePeak 684ms
Aug 20Today
Fastest day
487ms
Slowest day
684ms
14-day trend
Stable+2%

Connect your client

One URL. Every client.

Activate the Connector, copy your link, and paste it into the client you already use. 4 capabilities arrive ready to run.

Preview access · not provider authentication

The vk_preview_* token belongs to Vinkius preview infrastructure. It lets Claude discover and display the capabilities of CSV Structural Scan and Deduplicator, so you can see the experience inside your AI.

It does not authenticate your account with CSV Structural Scan and Deduplicator. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.

CSV Structural Scan and Deduplicator Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_0pws81aOAWoXb1GytuOvIouLHD7ZMRFGyrPbsbwX/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — CSV Structural Scan and Deduplicator capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "csv-structural-scan-and-deduplicator-alternative-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_0pws81aOAWoXb1GytuOvIouLHD7ZMRFGyrPbsbwX/mcp"
    }
  }
}
  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Step-by-step instructions for each client are in the guide. How to connect

FAQ

Questions CSV Structural Scan and Deduplicator owners ask.

  • 01

    How does the capability detect the CSV delimiter?

    The capability uses frequency analysis to examine common separators like commas, semicolons, and tabs. It identifies the character that most consistently maintains a predictable column count across all rows.

  • 02

    Can I use this to clean my datasets?

    Yes. By using get_deduplicated_payload, you can automatically generate a new CSV file where all exact duplicate rows have been removed, leaving only the first occurrence of each unique row.

  • 03

    What happens if my CSV has inconsistent columns?

    You can use get_structural_metrics to detect this. The capability will report whether the column count is consistent or if there are discrepancies between rows.

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