Network Flow Calculator Connector for AI agents.
3 live capabilities
Solve logistics bottlenecks and network capacity problems.
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Why people use Network Flow Calculator
Network Flow Calculator for Solving Logistics Bottlenecks
This Connector changes that. You just tell your agent the connections and the limits. It runs the Edmonds-Karp algorithm in the background and tells you the max flow instantly. You get a clear picture of what's possible without the headache of manual calculation.
What Vinkius changes
You get mathematically sound answers to complex logistics and network problems without doing the manual math.
Use it from Claude, ChatGPT, Cursor or another AI client you already have.
One account · 6,100+ Connectors
- Real-world use case 01
Warehouse Throughput Planning
A logistics manager asks the agent to find the max flow of a warehouse system with 5 docks and 10 loading zones.
- Real-world use case 02
Data Routing Optimization
A network engineer needs to know where a data center is choking.
- Real-world use case 03
Staffing and Shift Matching
A retail manager wants to match 20 workers to 20 different shifts.
Complete set · 3capabilities
The complete Network Flow Calculator capability set.
These are the exact actions your AI can choose when you ask it to work with Network Flow Calculator.
01—03
3 capabilities in this set.
Part of 3 available through Network Flow Calculator.
- 01 Capability
Compute bipartite matching
Matches items from one set to another, like workers to tasks. It finds the most efficient pairings possible.
- 02 Capability
Calculate max flow
Determines the highest volume of flow that can move from a start point to an end point. It handles complex directed graphs.
- 03 Capability
Find min cut
Locates the specific edges that limit your total network capacity. It shows you exactly where to expand your infrastructure.
Set up in minutes
One URL. Then ask Network Flow Calculator to work.
Claude and ChatGPT only need the Connector URL. Copy it once, add it in settings, and use Network Flow Calculator from the conversation.
Choose your client
Live previewAdvanced clients IDE · CLI
Claude · Web + desktop
Connector URL · ready to paste
Streamable HTTPhttps://edge.vinkius.com/vk_preview_RdnwvPuYcoCX6OJTAFit8YmeHqPSTC3vBsEOyNwx/mcp - Step 01
Open Connectors
In Claude Web or Claude Desktop, open Settings and choose Connectors.
- Step 02
Add the URL
Choose Add custom connector, name it Network Flow Calculator, and paste the URL above.
- Step 03
Turn it on in chat
Select +, open Connectors, and enable Network Flow Calculator for the conversation.
ChatGPT · Web + desktop
Connector URL · ready to paste
Streamable HTTPhttps://edge.vinkius.com/vk_preview_RdnwvPuYcoCX6OJTAFit8YmeHqPSTC3vBsEOyNwx/mcp - Step 01
Open MCP settings
On desktop, open Settings and MCP servers. On web, open your workspace app or connector settings.
- Step 02
Add the URL
Choose Add server with Streamable HTTP, or create a custom MCP app, then paste the Network Flow Calculator URL.
- Step 03
Save and start
Save the connection and enable Network Flow Calculator in your conversation. Desktop may ask you to restart once.
Cursor · IDE configuration
Advanced setup
{
"mcpServers": {
"network-flow-calculator": {
"url": "https://edge.vinkius.com/vk_preview_RdnwvPuYcoCX6OJTAFit8YmeHqPSTC3vBsEOyNwx/mcp"
}
}
}- Step 01
Open MCP Settings
Press Cmd+Shift+P (macOS) or Ctrl+Shift+P (Windows/Linux) → search "MCP Settings"
- Step 02
Add the server config
Paste the JSON configuration above into the mcp.json file that opens
- Step 03
Save the file
Cursor will automatically detect the new Connector
- Step 04
Start using Network Flow Calculator
Open Agent mode in chat and ask: "Using Network Flow Calculator, help me...". 3 tools available
VS Code Copilot · IDE configuration
Advanced setup
{
"mcpServers": {
"network-flow-calculator": {
"url": "https://edge.vinkius.com/vk_preview_RdnwvPuYcoCX6OJTAFit8YmeHqPSTC3vBsEOyNwx/mcp"
}
}
}- Step 01
Create MCP config
Create a .vscode/mcp.json file in your project root
- Step 02
Add the server config
Paste the JSON configuration above
- Step 03
Enable Agent mode
Open GitHub Copilot Chat and switch to Agent mode using the dropdown
- Step 04
Start using Network Flow Calculator
Ask Copilot: "Using Network Flow Calculator, help me...". 3 tools available
Windsurf · IDE configuration
Advanced setup
{
"mcpServers": {
"network-flow-calculator": {
"url": "https://edge.vinkius.com/vk_preview_RdnwvPuYcoCX6OJTAFit8YmeHqPSTC3vBsEOyNwx/mcp"
}
}
}- Step 01
Open MCP Settings
Go to Settings → MCP Configuration or press Cmd+Shift+P and search "MCP"
- Step 02
Add the server
Paste the JSON configuration above into mcp_config.json
- Step 03
Save and reload
Windsurf will detect the new server automatically
- Step 04
Start using Network Flow Calculator
Open Cascade and ask: "Using Network Flow Calculator, help me...". 3 tools available
Cline · IDE configuration
Advanced setup
{
"mcpServers": {
"network-flow-calculator": {
"url": "https://edge.vinkius.com/vk_preview_RdnwvPuYcoCX6OJTAFit8YmeHqPSTC3vBsEOyNwx/mcp"
}
}
}- Step 01
Open Cline MCP Settings
Click the Connectors icon in the Cline sidebar panel
- Step 02
Add remote server
Click "Add Connector" and paste the configuration above
- Step 03
Enable the server
Toggle the server switch to ON
- Step 04
Start using Network Flow Calculator
Ask Cline: "Using Network Flow Calculator, help me...". 3 tools available
Claude Code · Terminal command
Advanced setup
claude mcp add network-flow-calculator --transport http "https://edge.vinkius.com/vk_preview_RdnwvPuYcoCX6OJTAFit8YmeHqPSTC3vBsEOyNwx/mcp"- Step 01
Install Claude Code
Run npm install -g @anthropic-ai/claude-code if not already installed
- Step 02
Add the Connector
Run the command above in your terminal
- Step 03
Verify the connection
Run claude mcp to list connected servers, or type /mcp inside a session
- Step 04
Start using Network Flow Calculator
Ask Claude: "Using Network Flow Calculator, show me...". 3 tools are ready
Where the request belongs
Work Network Flow Calculator can move forward.
This is for operations researchers, logistics coordinators, and network engineers who need to optimize throughput and find bottlenecks in physical or digital systems.
Logistics Coordinator
Uses this to figure out how to move 500 units of stock through a warehouse with limited dock capacity.
Network Engineer
Analyzes data routing paths to see where hardware limits are causing congestion.
Operations Researcher
Solves complex worker-to-task assignment problems for large scale staffing needs.
Build the capability set
Add more capabilities.
Each Connector adds new actions and data without changing how you work.
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Deep structural analysis of directed and undirected graphs, providing metrics on connectivity, topology, and node importance.
Topological Sort Engine
Perform topological sorting on DAGs using Kahn's and DFS algorithms to resolve dependencies and detect cycles.
First-Fit Decreasing Cutter
Optimize material usage by calculating the most efficient cutting plans for raw stock.
Travel Weight Optimizer
Optimize your luggage packing using a greedy algorithm to maximize item utility within weight limits.
Bring your own AI
Change the model, client or framework. Keep Network Flow Calculator connected.
-
Claude -
ChatGPT -
Gemini -
Cursor -
VS Code -
Windsurf -
ZCode -
Cline -
Zed -
Continue -
Kiro -
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Before you connect
Questions about Network Flow Calculator.
The practical details behind the request, access and result.
Can the Network Flow Calculator help with my delivery routes?
Yes. It helps you identify the maximum number of goods that can move through a specific set of paths, helping you find the most efficient routes.
How does the Network Flow Calculator find bottlenecks?
It identifies the specific links in your network that are operating at full capacity and restricting the flow of everything else.
Can I use the Network Flow Calculator for job scheduling?
Yes. It can match a pool of workers to a set of tasks to ensure the most efficient distribution of labor.
What kind of networks can the Network Flow Calculator analyze?
It can analyze any directed graph, including transportation networks, data routing paths, and resource allocation systems.
Does the Network Flow Calculator handle worker assignments?
It can automatically pair workers with tasks based on the connections you provide, maximizing the number of successful matches.
How do I use the Network Flow Calculator for data routing?
You describe your network nodes and their capacities, and the capability calculates the best way to move data from source to destination.
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.
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.
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.
One connection away
Give your agent a direct line to Network Flow Calculator.
Connect Network Flow Calculator once. Keep it beside 6,100+ managed Connectors when the next task needs more.
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