Make your AI work with Agent SLA Compliance Monitor
Connect your account once and let the AI you already use work with it, without building another integration or switching to a different AI. Track real-time reliability and error budget burn rates
3 live capabilities. One account. Your AI. Real work.
- Step 01
Connect
Link your account through Vinkius.
- Step 02
Authorize
You decide what your AI can access.
- Step 03
Pick your AI
Use it with the AI application you already use.
- Step 04
Get things done
Ask your AI to work with your connected account.
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Works with
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Waiting for input…
Why people use Agent SLA Compliance Monitor
Stop guessing agent reliability with Agent SLA Compliance Monitor
This MCP changes that by centralizing the math. You stop hunting for data and start acting on it. You get a direct line of sight into your error budget and compliance levels, turning reactive firefighting into proactive management.
What Vinkius changes
You get a mathematical source of truth for agent reliability.
Use it from Claude, ChatGPT, Cursor or another AI client you already have.
One account · 7,300+ Connectors
- Real-world use case 01
Preventing Agent Drift
An engineer notices an agent is acting up and uses analyze_error_budget to see if the error budget is burning too fast.
- Real-world use case 02
Post-Deployment Validation
After pushing a new model version, a dev uses calculate_compliance_metrics to ensure latency hasn't spiked.
- Real-world use case 03
Daily Reliability Audits
An ops lead uses get_composite_health_score to get a quick pulse on the entire agent fleet's stability.
Complete set · 3capabilities
The complete Agent SLA Compliance Monitor capability set.
These are the exact actions your AI can choose when you ask it to work with Agent SLA Compliance Monitor.
01—03
3 capabilities in this set.
Part of 3 available through Agent SLA Compliance Monitor.
- 01 Capability
Get composite health score
Produces a single unified health metric using a geometric mean. This gives you one number to represent total system stability.
- 02 Capability
Analyze error budget
Calculates your remaining error capacity and current burn rate. It tells you exactly how much room you have left before a violation occurs.
- 03 Capability
Calculate compliance metrics
Computes specific percentages for latency, availability, and accuracy. Use this to see if you are hitting your defined targets.
Set up in minutes
One URL. Then ask Agent SLA Compliance Monitor to work.
Claude and ChatGPT only need the Connector URL. Copy it once, add it in settings, and use Agent SLA Compliance Monitor 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_1f6Hg88YFWPgJYUgtO4IXdbWaz0sHBa79xjcsnUx/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 Agent SLA Compliance Monitor, and paste the URL above.
- Step 03
Turn it on in chat
Select +, open Connectors, and enable Agent SLA Compliance Monitor for the conversation.
ChatGPT · Web + desktop
Connector URL · ready to paste
Streamable HTTPhttps://edge.vinkius.com/vk_preview_1f6Hg88YFWPgJYUgtO4IXdbWaz0sHBa79xjcsnUx/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 Agent SLA Compliance Monitor URL.
- Step 03
Save and start
Save the connection and enable Agent SLA Compliance Monitor in your conversation. Desktop may ask you to restart once.
Cursor · IDE configuration
Advanced setup
{
"mcpServers": {
"agent-sla-compliance-monitor": {
"url": "https://edge.vinkius.com/vk_preview_1f6Hg88YFWPgJYUgtO4IXdbWaz0sHBa79xjcsnUx/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 Agent SLA Compliance Monitor
Open Agent mode in chat and ask: "Using Agent SLA Compliance Monitor, help me...". 3 tools available
VS Code Copilot · IDE configuration
Advanced setup
{
"mcpServers": {
"agent-sla-compliance-monitor": {
"url": "https://edge.vinkius.com/vk_preview_1f6Hg88YFWPgJYUgtO4IXdbWaz0sHBa79xjcsnUx/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 Agent SLA Compliance Monitor
Ask Copilot: "Using Agent SLA Compliance Monitor, help me...". 3 tools available
Windsurf · IDE configuration
Advanced setup
{
"mcpServers": {
"agent-sla-compliance-monitor": {
"url": "https://edge.vinkius.com/vk_preview_1f6Hg88YFWPgJYUgtO4IXdbWaz0sHBa79xjcsnUx/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 Agent SLA Compliance Monitor
Open Cascade and ask: "Using Agent SLA Compliance Monitor, help me...". 3 tools available
Cline · IDE configuration
Advanced setup
{
"mcpServers": {
"agent-sla-compliance-monitor": {
"url": "https://edge.vinkius.com/vk_preview_1f6Hg88YFWPgJYUgtO4IXdbWaz0sHBa79xjcsnUx/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 Agent SLA Compliance Monitor
Ask Cline: "Using Agent SLA Compliance Monitor, help me...". 3 tools available
Claude Code · Terminal command
Advanced setup
claude mcp add agent-sla-compliance-monitor --transport http "https://edge.vinkius.com/vk_preview_1f6Hg88YFWPgJYUgtO4IXdbWaz0sHBa79xjcsnUx/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 Agent SLA Compliance Monitor
Ask Claude: "Using Agent SLA Compliance Monitor, show me...". 3 tools are ready
Where the request belongs
Work Agent SLA Compliance Monitor can move forward.
This is for the engineers and operators who can't afford for their autonomous systems to drift into unreliability.
Reliability Engineer
Uses the MCP to monitor error budgets and prevent service outages during agent deployments.
AI Operations Manager
Checks composite health scores to ensure agent fleets are meeting contractual SLAs.
Backend Developer
Validates that new agent logic doesn't spike latency or tank availability metrics.
Build the capability set
Add more capabilities.
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Bring your own AI
Change the model, client or framework. Keep Agent SLA Compliance Monitor connected.
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Claude -
ChatGPT -
Gemini -
Cursor -
VS Code -
Windsurf -
ZCode -
Cline -
Zed -
Continue -
Kiro -
Roo Code -
Zencoder -
Goose -
Void -
Augment Code -
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Msty -
Cherry Studio -
LibreChat -
TypingMind -
Chorus -
5ire -
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LangChain -
LlamaIndex -
CrewAI -
Vercel AI SDK
Before you connect
Questions about Agent SLA Compliance Monitor.
The practical details behind the request, access and result.
How can Agent SLA Compliance Monitor help me manage agent reliability?
It provides a mathematical way to track if your agents are meeting their performance goals for speed, accuracy, and uptime, so you aren't left guessing.
Can I use Agent SLA Compliance Monitor to prevent system outages?
Yes. By monitoring your error budget burn rate, you can see when you are consuming your reliability margin too quickly and take action before a violation occurs.
Does Agent SLA Compliance Monitor work with any AI client?
It works with any MCP-compatible client like Claude, Cursor, or Windsurf, allowing you to check reliability metrics directly in your existing workflow.
How does the health score in Agent SLA Compliance Monitor work?
It uses a geometric mean to combine different metrics like latency and accuracy into one single number, giving you a clear view of total system health.
Is Agent SLA Compliance Monitor useful for real-time monitoring?
Absolutely. It is designed to provide real-time calculations of compliance and budget depletion so you can respond to issues as they happen.
How is the composite health score calculated?
The score is calculated as the geometric mean of all individual compliance percentages, such as those provided by get_composite_health_score.
What triggers an SLA violation flag?
A violation is flagged if any individual compliance percentage falls below 99% or if the error budget burn rate exceeds 2.0.
Can I use this with Cursor or Claude Desktop?
Yes, this MCP server can be connected to Cursor, Claude Desktop, VS Code, Windsurf, and any other MCP-compatible client via Vinkius Edge.
One connection away
Give your agent a direct line to Agent SLA Compliance Monitor.
Connect Agent SLA Compliance Monitor once. Keep it beside 7,300+ managed Connectors when the next task needs more.
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