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Connect URL Structure Analyzer to ChatGPT, Claude and Gemini

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. Audit your web links for better SEO performance.

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 URL Structure Analyzer.

  1. 01

    Analyze URL structure

    This capability performs the core structural audit and generates a specific optimization score for a given URL.

  2. 02

    Retrieve optimization benchmarks

    This capability provides the current standard thresholds used to calculate depth, length, and parameter scores.

  3. 03

    Validate URL input

    This capability checks if a string is a syntactically correct URL with a valid protocol and domain.

Real work

What teams actually run

01

Site Migration Audits

Check new URL structures against old ones to ensure they meet depth requirements.

02

Slug Optimization

Verify that product or blog slugs are concise and keyword-rich.

03

Parameter Cleanup

Identify URLs that have too many query strings for clean indexing.

04

Automated QA

Use your agent to validate URL syntax during the development process.

One connector, every AI

URL Structure Analyzer 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 URL Structure Analyzer 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

665ms average. Fast in production.

URL Structure Analyzer is checked daily against the live service.

Daily averagePeak 861ms
Oct 3Today
Fastest day
505ms
Slowest day
861ms
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. 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 URL Structure Analyzer, so you can see the experience inside your AI.

It does not authenticate your account with URL Structure Analyzer. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.

URL Structure Analyzer Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_KiwU24WkQb9R21DSaca7Hqln6ZaP4qTc7MoaXndm/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 — URL Structure Analyzer capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "url-structure-analyzer-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_KiwU24WkQb9R21DSaca7Hqln6ZaP4qTc7MoaXndm/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 URL Structure Analyzer in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work URL Structure Analyzer owners hand off.

This MCP is built for professionals managing web architecture and search visibility.

  • 01

    SEO Specialists

    They hand off bulk URL audits to the agent to find structural weaknesses.

  • 02

    Web Developers

    They use it to ensure new site paths meet optimization standards.

  • 03

    Content Strategists

    They check if their published slugs contain the necessary target keywords.

FAQ

Questions URL Structure Analyzer owners ask.

  • 01

    How does this MCP score a URL?

    The scoring is based on specific thresholds for directory depth, character length, and the number of query parameters.

  • 02

    What clients can I use this with?

    You can use this with any MCP-compatible client, including Claude, Cursor, Windsurf, and VS Code.

  • 03

    Can I check for specific keywords in a link?

    Yes, your agent can analyze the slug to see if a target keyword is present.

  • 04

    What is considered a good URL depth?

    The current benchmark suggests a maximum recommended depth of 3.

  • 05

    Do I need to host this myself?

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

  • 06

    What does the optimization score represent?

    The score (0-100) represents how well a URL follows SEO best practices regarding structure, length, and clarity.

  • 07

    How can I check for keyword relevance?

    When using analyze_url_structure, provide a targetKeyword parameter to see if that specific term exists within the URL slug.

  • 08

    What are 'alerts' in the analysis?

    Alerts are human-readable warnings that highlight specific issues, such as excessive directory depth or too and many query parameters.

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