Resource Limit Calculator Connector for AI agents.
3 live capabilities
Convert resource constraints into precise OS kernel limits
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Why people use Resource Limit Calculator
Secure agent sandboxing with Resource Limit Calculator
With this MCP, that manual guesswork disappears. You tell your agent exactly how much memory or time you want to allow, and it gives you the precise constants needed to lock down the process. You get a stable, predictable environment without the math headache.
What Vinkius changes
You stop guessing at kernel parameters and start using exact OS constraints.
Use it from Claude, ChatGPT, Cursor or another AI client you already have.
One account · 6,100+ Connectors
- Real-world use case 01
Preventing infinite loops in agent code
An engineer needs to ensure a code-executing agent doesn't hang the system.
- Real-world use case 02
Hardening sandboxes for untrusted code
A security engineer uses calculate_os_limits to translate a 256MB memory requirement into an rlimitAs constant for a new sandbox.
- Real-world use case 03
Validating micro-instance deployments
An ops engineer uses validate_sandbox_configuration to make sure an agent's memory needs won't exceed the limits of a micro-profile instance.
Complete set · 3capabilities
The complete Resource Limit Calculator capability set.
These are the exact actions your AI can choose when you ask it to work with Resource Limit Calculator.
01—03
3 capabilities in this set.
Part of 3 available through Resource Limit Calculator.
- 01 Capability
Calculate os limits
Converts high-level resource needs into specific OS-level constants. It's the primary way to get exact rlimit values.
- 02 Capability
Estimate instruction budget
Calculates the total CPU instruction cycles available for a process. This helps prevent infinite loops in agent code.
- 03 Capability
Validate sandbox configuration
Checks if your calculated limits fit within specific hardware profiles. It ensures your settings won't fail on target hardware.
Set up in minutes
One URL. Then ask Resource Limit Calculator to work.
Claude and ChatGPT only need the Connector URL. Copy it once, add it in settings, and use Resource Limit 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_GlbAk7y3Dv64H91XnpMH933SBHDTye3UVhyu7Uwv/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 Resource Limit Calculator, and paste the URL above.
- Step 03
Turn it on in chat
Select +, open Connectors, and enable Resource Limit Calculator for the conversation.
ChatGPT · Web + desktop
Connector URL · ready to paste
Streamable HTTPhttps://edge.vinkius.com/vk_preview_GlbAk7y3Dv64H91XnpMH933SBHDTye3UVhyu7Uwv/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 Resource Limit Calculator URL.
- Step 03
Save and start
Save the connection and enable Resource Limit Calculator in your conversation. Desktop may ask you to restart once.
Cursor · IDE configuration
Advanced setup
{
"mcpServers": {
"resource-limit-calculator": {
"url": "https://edge.vinkius.com/vk_preview_GlbAk7y3Dv64H91XnpMH933SBHDTye3UVhyu7Uwv/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 Resource Limit Calculator
Open Agent mode in chat and ask: "Using Resource Limit Calculator, help me...". 3 tools available
VS Code Copilot · IDE configuration
Advanced setup
{
"mcpServers": {
"resource-limit-calculator": {
"url": "https://edge.vinkius.com/vk_preview_GlbAk7y3Dv64H91XnpMH933SBHDTye3UVhyu7Uwv/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 Resource Limit Calculator
Ask Copilot: "Using Resource Limit Calculator, help me...". 3 tools available
Windsurf · IDE configuration
Advanced setup
{
"mcpServers": {
"resource-limit-calculator": {
"url": "https://edge.vinkius.com/vk_preview_GlbAk7y3Dv64H91XnpMH933SBHDTye3UVhyu7Uwv/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 Resource Limit Calculator
Open Cascade and ask: "Using Resource Limit Calculator, help me...". 3 tools available
Cline · IDE configuration
Advanced setup
{
"mcpServers": {
"resource-limit-calculator": {
"url": "https://edge.vinkius.com/vk_preview_GlbAk7y3Dv64H91XnpMH933SBHDTye3UVhyu7Uwv/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 Resource Limit Calculator
Ask Cline: "Using Resource Limit Calculator, help me...". 3 tools available
Claude Code · Terminal command
Advanced setup
claude mcp add resource-limit-calculator --transport http "https://edge.vinkius.com/vk_preview_GlbAk7y3Dv64H91XnpMH933SBHDTye3UVhyu7Uwv/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 Resource Limit Calculator
Ask Claude: "Using Resource Limit Calculator, show me...". 3 tools are ready
Where the request belongs
Work Resource Limit Calculator can move forward.
This is for engineers building secure execution environments for autonomous agents who can't afford a runaway process to crash their infrastructure.
DevOps Engineer
Configuring container or VM resource limits to ensure agent stability.
Security Researcher
Defining strict sandboxing boundaries to prevent agent escapes or resource exhaustion attacks.
AI Infrastructure Engineer
Managing large-scale agent deployments where predictable resource consumption is critical for cost and stability.
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Bring your own AI
Change the model, client or framework. Keep Resource Limit Calculator connected.
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Claude -
ChatGPT -
Gemini -
Cursor -
VS Code -
Windsurf -
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Cline -
Zed -
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Before you connect
Questions about Resource Limit Calculator.
The practical details behind the request, access and result.
How can I use Resource Limit Calculator to secure my agents?
You use it to translate your security policies into exact kernel limits. By defining strict memory, CPU, and file size constraints, you ensure your agents stay within a safe sandbox.
Can Resource Limit Calculator help prevent infinite loops?
Yes. By calculating the instruction budget, you can set a limit on the actual number of CPU cycles an agent is allowed to use, which prevents runaway loops from consuming your host resources.
Does Resource Limit Calculator work with different hardware profiles?
Yes. You can use it to check if your chosen resource limits are actually compatible with the specific hardware profile, such as micro or standard, that you are deploying to.
What is the difference between memory limits and instruction budgets?
Memory limits (like rlimitAs) restrict how much RAM a process can use, while instruction budgets limit how much actual work the CPU performs, helping to prevent CPU exhaustion.
How do I get the exact values for rlimit constants?
You simply tell your agent the human-readable limits you want, and the MCP converts them into the specific rlimit constants required by the operating system.
What are RLIMITs?
RLIMITs are kernel-level constraints applied to a process to limit its consumption of system resources like CPU time and memory.
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.
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.
One connection away
Give your agent a direct line to Resource Limit Calculator.
Connect Resource Limit Calculator once. Keep it beside 6,100+ managed Connectors when the next task needs more.
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