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Connect HTML DOM Depth Calculator to ChatGPT and Claude

Set it up once and it works in ChatGPT, Claude, Cursor, and any other client you love. It all runs safely in the background, so you can relax and focus on what really matters. Stop web scraping agents from crashing on complex HTML.

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

Your AI does the work. We keep it safe and sound.

No other AI tool gives you this. Your workflow runs in the client you already love, your account stays protected, and you decide what the agent can and cannot do. It is the whole reason to make the switch.

Each Connector lives inside our infrastructure, the same place where your workflow runs. The three things below are already part of it, working quietly in the background so you never have to think about them. Nothing to add, nothing to set up, nothing to worry about.

A futuristic MCP client docking bay
V8 Isolate01

Each Connector runs inside its own sealed environment.

Each Connector runs inside its own sealed V8 runtime — no access to your files, your system, or other servers. A Connector never sees past its own request.

Kill Switch02

One switch stops every agent. Instantly.

One action deactivates every Connector, revokes every token, and ends every session at once. AI Governance keeps the record.

FinOps per User03

Spending limits that pause instead of surprise.

Every user keeps their own connections and credentials, isolated from everyone else. Anything that would cross your spending limit is held for your approval, not billed.

Three controls, built into the layer your AI connects through.

Curated set · 3 capabilities

We ship only the actions that matter.

Capability set01 / 01

01-03

3 capabilities in this set.

Part of 3 available through HTML DOM Depth Calculator.

  1. 01

    Assess scraping complexity

    This capability evaluates the risk level of a specific HTML string to prevent scraping failures.

  2. 02

    Compute max nesting depth

    This capability finds the exact maximum level of tag nesting within an HTML string.

  3. 03

    Analyze tag metrics

    This capability audits HTML for total parsed tags and identifies structural errors like unbalanced tags.

Real work

What teams actually run

01

Pre-Scrape Validation

Check a target URL's HTML complexity before starting a massive crawl job.

02

Parser Debugging

Identify why a specific HTML string is causing an automated agent to fail.

03

Resource Management

Predict how much memory a scraping task will need based on nesting depth.

04

Data Integrity Audits

Verify that web content follows expected structural patterns.

One connector, every AI

HTML DOM Depth Calculator works with the most popular AI clients.

These are the most popular clients, each with a step-by-step guide: one link, set up once, with governance and visibility built in. And because everything runs on the MCP standard, the same connection also works in any other compatible client — nothing to rebuild.

ClaudeClaudeChatGPTChatGPTGeminiGeminiPerplexityPerplexityGrokGrokMicrosoft CopilotMicrosoft CopilotCursorCursorVS CodeVS CodeWindsurfWindsurfJetBrainsJetBrainsClineClineLangChainLangChainVercel AI SDKVercel AI SDKLovableLovableZ.aiZ.aiRaycastRaycastQwen CodeQwen CodeKimi CodeKimi CodeLe ChatLe Chat

Building your own app? The connector is yours to use.

You don't need a client to put HTML DOM Depth Calculator to work: the same hosted connection plugs into your own applications and agent code, with the same governance on every request. Build with it, chat with it — one connection for both.

Observed, not estimated

686ms average. Fast in production.

HTML DOM Depth Calculator is checked daily against the live service.

Daily averagePeak 827ms
Oct 3Today
Fastest day
555ms
Slowest day
827ms
14-day trend
Slowing+6%

Connect your client

One URL. Every client.

Activate the Connector, copy your link, and paste it into the client you already use. 3 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 HTML DOM Depth Calculator, so you can see the experience inside your AI.

It does not authenticate your account with HTML DOM Depth Calculator. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.

HTML DOM Depth Calculator Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_lVYaPDjNyPg31kVqHmn44aRQsPw8kV7XKA1nduEp/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 — HTML DOM Depth Calculator capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "html-dom-depth-calculator-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_lVYaPDjNyPg31kVqHmn44aRQsPw8kV7XKA1nduEp/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

Guided setup for Claude? Set up HTML DOM Depth Calculator in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work HTML DOM Depth Calculator owners hand off.

Data engineers and automation developers who build large-scale web crawlers.

  • 01

    Data Engineer

    They hand off HTML strings to the agent to validate data before ingestion.

  • 02

    Scraping Developer

    They use the agent to test if new target sites will crash their existing scrapers.

  • 03

    QA Automation Engineer

    They use the agent to audit the structural integrity of web pages.

FAQ

Questions HTML DOM Depth Calculator owners ask.

  • 01

    How does this MCP prevent memory exhaustion?

    It calculates the maximum nesting depth of the HTML, allowing your agent to avoid processing overly complex structures that spike memory.

  • 02

    Can I use this with Claude or Cursor?

    Yes, you can connect this MCP to any MCP-compatible client including Claude, Cursor, and Windsurf.

  • 03

    What happens if the HTML has unbalanced tags?

    The analyze_tag_metrics capability will detect these errors, helping you avoid parser crashes during automation.

  • 04

    Is this capability useful for high-scale scraping?

    Yes, the assess_scraping_complexity capability is specifically designed to determine if a page is safe for high-scale operations.

  • 05

    Do I need to host the MCP myself?

    No, Vinkius hosts and manages the MCP for you, so it is ready to use immediately after connection.

  • 06

    How does this capability prevent scraper crashes?

    It uses assess_scraping_complexity to identify high-risk HTML structures with extreme nesting or unbalanced tags before your parser attempts to process them.

  • 07

    Can I use this for malformed HTML?

    Yes, the analyze_tag_metrics capability specifically tracks unbalanced tags to help you understand how broken the HTML structure is.

  • 08

    What information does compute_max_nesting_depth return?

    It returns the peak number of overlapping open elements found within the provided HTML string.

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