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Connect Network Flow 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. Solve complex graph topology and capacity problems instantly.

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 Network Flow Calculator.

  1. 01

    Compute bipartite matching

    This capability solves bipartite matching problems. It is useful for matching two distinct sets of items, like workers to tasks, based on specific connections.

  2. 02

    Calculate max flow

    This capability calculates the maximum possible flow in a network. It determines the total capacity between a source and a sink node.

  3. 03

    Find min cut

    This capability identifies the minimum cut in a network. It finds the specific edges that limit the total capacity of the graph.

Real work

What teams actually run

01

Data Routing

Determine the maximum data throughput possible between two points in a network.

02

Transportation Planning

Analyze how much traffic or goods can move through a specific set of routes.

03

Resource Allocation

Match available resources to specific needs using bipartite matching.

04

Infrastructure Analysis

Find the weakest links in a network by calculating the minimum cut.

One connector, every AI

Network Flow 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 Network Flow 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

677ms average. Fast in production.

Network Flow Calculator is checked daily against the live service.

Daily averagePeak 838ms
Oct 3Today
Fastest day
547ms
Slowest day
838ms
14-day trend
Slowing+12%

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 Network Flow Calculator, so you can see the experience inside your AI.

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

Network Flow Calculator Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_RdnwvPuYcoCX6OJTAFit8YmeHqPSTC3vBsEOyNwx/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 — Network Flow Calculator capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "network-flow-calculator-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_RdnwvPuYcoCX6OJTAFit8YmeHqPSTC3vBsEOyNwx/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 Network Flow Calculator in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Network Flow Calculator owners hand off.

This MCP is built for technical users working with graph theory and network optimization.

  • 01

    Network Engineers

    They hand off routing and capacity data to the AI to find bottlenecks.

  • 02

    Data Scientists

    They use the capability to solve resource allocation and matching problems.

  • 03

    Software Developers

    They use it to implement or verify graph algorithms within their applications.

FAQ

Questions Network Flow Calculator owners ask.

  • 01

    What algorithm does this MCP use?

    This MCP uses the Edmonds-Karp algorithm to solve flow and matching problems.

  • 02

    Which AI clients can I use with this MCP?

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

  • 03

    Can I find bottlenecks in my network?

    Yes, you can use the find_min_cut capability to identify the edges that limit your network capacity.

  • 04

    How do I solve assignment problems?

    You can use the compute_bipartite_matching capability to solve assignment and scheduling tasks.

  • 05

    Do I need to host this myself?

    No, Vinkius hosts and manages the MCP for you, so it is ready to use once you connect.

  • 06

    What algorithms are used for the calculations?

    The server uses the Edmonds-Karp algorithm, which is a BFS-based implementation of the Ford-Fulkerson method, to ensure finding the shortest augmenting paths.

  • 07

    How can I use this for bipartite matching?

    You can use the compute_bipartite_matching capability by providing two sets of nodes and their possible connections. The capability internally transforms the problem into a flow network to find the maximum number of unique pairs.

  • 08

    Can this capability identify bottlenecks in my network?

    Yes, by using find_min_cut, you can identify the specific edges that constitute the minimum cut, which are the primary bottlenecks limiting flow from your source to your sink.

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