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Connect Graphql Query Complexity Analyzer to your AI

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 expensive or malicious queries from hitting your production environment.

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 · 1 capability

We ship only the actions that matter.

Capability set01 / 01

01

1 capability in this set.

Part of 1 available through GraphQL Complexity Analyzer.

  1. 01

    Analyze query complexity

    This capability parses a GraphQL document to determine its structural complexity. It returns a score based on nesting depth and token count.

Real work

What teams actually run

01

Security Auditing

Your agent scans incoming GraphQL documents to find malicious nesting patterns.

02

Query Optimization

You use the complexity score to decide which queries need to be refactored.

03

Load Prevention

The agent flags queries with high token counts that could spike CPU usage.

04

Development Testing

You check the complexity of new query structures during the coding phase.

One connector, every AI

GraphQL Complexity 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 GraphQL Complexity 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

660ms average. Fast in production.

GraphQL Complexity Analyzer is checked daily against the live service.

Daily averagePeak 864ms
Oct 3Today
Fastest day
551ms
Slowest day
864ms
14-day trend
Slowing+7%

Connect your client

One URL. Every client.

Activate the Connector, copy your link, and paste it into the client you already use. 1 capability arrives 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 GraphQL Complexity Analyzer, so you can see the experience inside your AI.

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

GraphQL Complexity Analyzer Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_La4Qg4f4AghAUbDDvit6e9M1582UdhhgOiZWaSBS/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 — GraphQL Complexity Analyzer capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "graphql-query-complexity-analyzer-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_La4Qg4f4AghAUbDDvit6e9M1582UdhhgOiZWaSBS/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 GraphQL Complexity Analyzer in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work GraphQL Complexity Analyzer owners hand off.

This MCP is built for engineers managing GraphQL APIs who need to prevent expensive queries.

  • 01

    Backend Engineers

    They hand off query structures to the agent to check for optimization needs.

  • 02

    Security Engineers

    They use the agent to scan for deeply nested queries that could be used in DoS attacks.

  • 03

    API Architects

    They use the complexity scores to set limits on query depth and cost.

FAQ

Questions GraphQL Complexity Analyzer owners ask.

  • 01

    What metrics does the complexity score use?

    The score is calculated based on the nesting depth and the total token count of the GraphQL document.

  • 02

    Which AI clients can use this MCP?

    You can use this MCP with any compatible client like Claude, Cursor, or Windsurf.

  • 03

    How does this help with security?

    It helps prevent resource exhaustion by identifying queries with excessive depth or token counts that could be used in DoS attacks.

  • 04

    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.

  • 05

    Can I use this to optimize my API?

    Yes, you can use the complexity scores to identify which specific queries are most expensive and need optimization.

  • 06

    What does this capability analyze?

    It analyzes the structural complexity of a GraphQL query by calculating token count and nesting depth.

  • 07

    How is the complexity score calculated?

    The score is derived from the number of tokens in the query and the maximum nesting depth, clamped between 0 and 100.

  • 08

    Can I use this to prevent DoS attacks?

    Yes, by identifying high-complexity queries before execution, you can implement thresholds to protect your server.

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