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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use Topological Sort Engine with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Perform topological sorting on DAGs using Kahn's and DFS algorithms to resolve dependencies and detect cycles.

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 · 3 capabilities

The complete Topological Sort Engine capability set.

These are the exact actions your AI can choose when you ask it to work with Topological Sort Engine.

Capability set01 / 01

01-03

3 capabilities in this set.

Part of 3 available through Topological Sort Engine.

  1. 01

    Identify cycles

    Isolate and list all nodes that are part of circular dependencies

  2. 02

    Calculate dfs sort

    Generate a valid execution order using DFS-based approach

  3. 03

    Calculate kahn sort

    Generate a valid linear execution order using Kahn's Algorithm

Observed, not estimated

629ms average. Fast in production.

Topological Sort Engine is checked daily against the live service.

Daily averagePeak 975ms
Aug 20Today
Fastest day
468ms
Slowest day
975ms
14-day trend
Slowing+36%

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 Topological Sort Engine, so you can see the experience inside your AI.

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

Topological Sort Engine Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_50TICQOdkRtSSnySJVqQ2q2nkHalRtTGVu9CPbCv/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 — Topological Sort Engine capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "topological-sort-engine-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_50TICQOdkRtSSnySJVqQ2q2nkHalRtTGVu9CPbCv/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 Topological Sort Engine owners ask.

  • 01

    What is the difference between Kahn's algorithm and DFS-based sorting?

    Kahn's algorithm uses an in-degree reduction approach (BFS), while the DFS-based method explores paths deeply before backtracking to reconstruct the sequence.

  • 02

    How can I find nodes that are causing a circular dependency?

    You can use the identify_cycles capability, which specifically traverses the graph to isolate and return only the nodes involved in loops.

  • 03

    What happens if my input graph is not a DAG?

    If a cycle is detected, the sorting capabilities will return a failure state with an error message describing the nature of the loop.

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