How does this MCP prevent agent conflicts?

It uses a greedy coloring algorithm to assign agents to time slots so that no two agents with a conflict share the same slot.

What metrics can I get from the schedule?

The get_schedule_plan capability provides makespan and utilization metrics for your execution plan.

Can I use this with Claude or Cursor?

Yes, this MCP works with any MCP-compatible client including Claude, Cursor, and Windsurf.

What is a makespan in this context?

Makespan is the total time required to complete the entire set of scheduled agent tasks.

Do I need to host the MCP myself?

No, Vinkius hosts and manages the MCP for you. You just connect your client and start using the capabilities.

How does the scheduling algorithm work?

The server uses a greedy coloring algorithm. It orders agents by their degree in the conflict graph and assigns the lowest available time slot that does not conflict with already scheduled neighbors.

Can I verify if a schedule is valid?

Yes, you can use the validate_schedule capability to check if any agents in the same time slot have a resource conflict.

What happens if the schedule is impossible?

If the required number of time slots (chromatic number) exceeds the available slots, the get_schedule_plan capability will flag the schedule as unfeasible.

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Connect Graph Coloring Scheduler 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. Prevent resource conflicts with deterministic agent scheduling.

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.

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.

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 Graph Coloring Scheduler.

01
Get schedule plan
Generates a complete execution plan including makespan and utilization metrics. It uses the coloring algorithm to output specific time slots for your agents.
02
Get graph statistics
Analyzes the structural properties of your conflict graph. It provides data on node degrees and edge counts to help you understand the complexity of your agent network.
03
Validate schedule
Checks a proposed schedule for conflicts. It verifies that no two agents with an edge between them are assigned to the same time slot.

Real work

What teams actually run

Multi-Agent Orchestration

Organize a group of autonomous agents so they don't attempt to use the same API or hardware at once.

Task Pipeline Optimization

Calculate the most efficient way to run a sequence of tasks while respecting resource constraints.

Resource Allocation Modeling

Map out how different entities interact and identify bottlenecks in your agent network.

Automated Testing

Validate that generated schedules for simulated environments are logically sound.

One connector, every AI

Graph Coloring Scheduler 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.

Building your own app? The connector is yours to use.

You don't need a client to put Graph Coloring Scheduler 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

888ms average. Fast in production.

Graph Coloring Scheduler is checked daily against the live service.

Daily averagePeak 1179ms

Oct 3Today

Fastest day: 747ms
Slowest day: 1179ms
14-day trend: Stable0%

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 Graph Coloring Scheduler, so you can see the experience inside your AI.

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

Graph Coloring Scheduler Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_RHTY5fvMXXSHfSgZv2Rj5vJwjIn8bcPUndZLR1ED/mcp

Claude Desktop

Follow the steps below to connect in seconds.

1In Claude Desktop, open Settings → Connectors.
2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
3Click Add and start a new chat — Graph Coloring Scheduler capabilities are ready to use.

Configuration · claude_desktop_config.jsonCopy

{
  "mcpServers": {
    "graph-coloring-scheduler-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_RHTY5fvMXXSHfSgZv2Rj5vJwjIn8bcPUndZLR1ED/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 Graph Coloring Scheduler in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Graph Coloring Scheduler owners hand off.

This MCP is built for developers and engineers managing multi-agent systems or complex task scheduling.

01
AI Engineers
They hand off agent conflict lists to the MCP to generate collision-free execution plans.
02
Systems Architects
They use the graph statistics to model the complexity of large-scale agent deployments.
03
DevOps Engineers
They use the validation capability to verify that automated task schedules won't crash due to resource contention.

FAQ

Questions Graph Coloring Scheduler owners ask.

01
How does this MCP prevent agent conflicts?
It uses a greedy coloring algorithm to assign agents to time slots so that no two agents with a conflict share the same slot.
02
What metrics can I get from the schedule?
The get_schedule_plan capability provides makespan and utilization metrics for your execution plan.
03
Can I use this with Claude or Cursor?
Yes, this MCP works with any MCP-compatible client including Claude, Cursor, and Windsurf.
04
What is a makespan in this context?
Makespan is the total time required to complete the entire set of scheduled agent tasks.
05
Do I need to host the MCP myself?
No, Vinkius hosts and manages the MCP for you. You just connect your client and start using the capabilities.
06
How does the scheduling algorithm work?
The server uses a greedy coloring algorithm. It orders agents by their degree in the conflict graph and assigns the lowest available time slot that does not conflict with already scheduled neighbors.
07
Can I verify if a schedule is valid?
Yes, you can use the validate_schedule capability to check if any agents in the same time slot have a resource conflict.
08
What happens if the schedule is impossible?
If the required number of time slots (chromatic number) exceeds the available slots, the get_schedule_plan capability will flag the schedule as unfeasible.

Explore

More in Scheduling

Connect Graph Coloring Scheduler to Claude, Cursor, ChatGPT & more

Your AI does the work. We keep it safe and sound.

Each Connector runs inside its own sealed environment.

One switch stops every agent. Instantly.

Spending limits that pause instead of surprise.

We ship only the actions that matter.

01-03

Get schedule plan

Get graph statistics

Validate schedule

What teams actually run

Multi-Agent Orchestration

Task Pipeline Optimization

Resource Allocation Modeling

Automated Testing

Building your own app? The connector is yours to use.

Graph Coloring Scheduler Connector

Claude Desktop

AI Engineers

Systems Architects

DevOps Engineers

How does this MCP prevent agent conflicts?

What metrics can I get from the schedule?

Can I use this with Claude or Cursor?

What is a makespan in this context?

Do I need to host the MCP myself?

How does the scheduling algorithm work?

Can I verify if a schedule is valid?

What happens if the schedule is impossible?

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