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Use SQL Query Complexity Analyzer with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Analyze SQL query complexity, join structures, and safety risks.

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 · 2 capabilities

The complete SQL Query Complexity Analyzer capability set.

These are the exact actions your AI can choose when you ask it to work with SQL Query Complexity Analyzer.

Capability set01 / 01

01-02

2 capabilities in this set.

Part of 2 available through SQL Query Complexity Analyzer.

  1. 01

    Assess query safety

    Assess the safety of a SQL query

  2. 02

    Analyze join structure

    Analyze the join structure of a SQL query

Observed, not estimated

619ms average. Fast in production.

SQL Query Complexity Analyzer is checked daily against the live service.

Daily averagePeak 797ms
Aug 20Today
Fastest day
484ms
Slowest day
797ms
14-day trend
Slowing+33%

Connect your client

One URL. Every client.

Activate the Connector, copy your link, and paste it into the client you already use. 2 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 SQL Query Complexity Analyzer, so you can see the experience inside your AI.

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

SQL Query Complexity Analyzer Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_fOc2XGXsJT2gPnusVQN22TQugctVCqR9mKGKNkGe/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 — SQL Query Complexity Analyzer capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "sql-query-complexity-analyzer-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_fOc2XGXsJT2gPnusVQN22TQugctVCqR9mKGKNkGe/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 SQL Query Complexity Analyzer owners ask.

  • 01

    How can I check if my query has dangerous patterns?

    You can use the assess_query_safety capability. It will specifically flag if you are using SELECT * or if an UPDATE/DELETE statement is missing a WHERE clause.

  • 02

    Can this capability help with query optimization?

    Yes. By using analyze_join_structure, you can understand the complexity of your joins, which is a key step in optimizing database performance.

  • 03

    What kind of join types are detected?

    The analyze_join_structure capability detects INNER, LEFT, RIGHT, and FULL joins within your SQL query.

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