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Connect Resource Limit 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. Turn abstract resource constraints into exact kernel limits.

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 Resource Limit Calculator.

  1. 01

    Calculate os limits

    This capability converts your high-level resource needs into specific OS-level constants.

  2. 02

    Validate sandbox configuration

    This capability checks if your calculated limits are safe to deploy in a production agent environment.

  3. 03

    Estimate instruction budget

    This capability determines the approximate number of CPU instruction cycles a process is allowed to perform.

Real work

What teams actually run

01

Agent Sandboxing

Define strict memory and CPU limits to prevent an autonomous agent from crashing the host system.

02

Hardware Profiling

Check if a set of resource limits is compatible with micro, standard, or heavy hardware profiles.

03

CPU Budgeting

Calculate how many instruction cycles a process can use based on a specific clock speed and duration.

04

Production Readiness

Verify that calculated limits are safe for deployment in a production environment.

One connector, every AI

Resource Limit 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 Resource Limit 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

904ms average. Fast in production.

Resource Limit Calculator is checked daily against the live service.

Daily averagePeak 1131ms
Oct 3Today
Fastest day
682ms
Slowest day
1131ms
14-day trend
Improving-18%

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 Resource Limit Calculator, so you can see the experience inside your AI.

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

Resource Limit Calculator Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_GlbAk7y3Dv64H91XnpMH933SBHDTye3UVhyu7Uwv/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 — Resource Limit Calculator capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "resource-limit-calculator-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_GlbAk7y3Dv64H91XnpMH933SBHDTye3UVhyu7Uwv/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 Resource Limit Calculator in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Resource Limit Calculator owners hand off.

This MCP is built for engineers building autonomous agent environments that require strict resource isolation.

  • 01

    DevOps Engineers

    They use it to define the sandbox parameters for containerized agent workloads.

  • 02

    AI Safety Researchers

    They use it to ensure agents stay within predictable computational bounds.

  • 03

    Backend Developers

    They use it to translate application-level constraints into OS-level enforcement.

FAQ

Questions Resource Limit Calculator owners ask.

  • 01

    What kind of limits can this MCP calculate?

    It calculates OS-level constants including rlimitCpu, rlimitAs, rlimitNofile, and rlimitFsize.

  • 02

    How does it help with agent safety?

    It allows you to validate that your sandbox configurations are safe for specific hardware profiles before you deploy them.

  • 03

    Can I estimate CPU usage?

    Yes, the estimate_instruction_budget capability calculates the approximate number of CPU instruction cycles a process can perform.

  • 04

    Does it support different hardware profiles?

    Yes, it can validate configurations against micro, standard, and heavy hardware profiles.

  • 05

    What clients can use this MCP?

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

  • 06

    What are RLIMITs?

    RLIMITs are kernel-level constraints applied to a process to limit its consumption of system resources like CPU time and memory.

  • 07

    How do I check if my limits are safe?

    You can use the validate_sandbox_configuration capability to verify if your requested limits fit within predefined environment profiles.

  • 08

    Can I estimate CPU work capacity?

    Yes, the estimate_instruction_budget capability allows you to calculate the approximate number of CPU instruction cycles available based on time and frequency.

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