DevOps
utility-matrix.com
Provides calculators for error budgets, SLO burn rate, incident costs, reserved instance breakeven, and availability SLA.
ENDPOINT 1
https://utility-matrix.com/mcp
Known tools 31
error-budget-calculatorUse this when a user asks about their SLO error budget, remaining error budget, or burn rate.
Inferred read-onlyslo-burn-rate-calculatorUse this when a user asks how fast they are burning their error budget, or whether their current error rate will exhaust their SLO window.
Inferred read-onlyincident-cost-calculatorUse this when a user asks what an outage or incident cost, or wants to calculate the financial impact of downtime.
Inferred read-onlyreserved-instance-breakevenUse this when a user asks whether to buy Reserved Instances or stay on On-Demand, or how long until an RI pays for itself.
Inferred read-onlyavailability-sla-calculatorUse this when a user asks what a specific availability percentage (like 99.9% or 99.99%) means in downtime minutes per month or year.
Inferred read-onlyapdex-score-calculatorUse this when a user asks about their Apdex score or wants to measure user satisfaction with response times.
Inferred read-onlydora-metrics-calculatorUse this when a user wants to benchmark their engineering team against DORA metrics, or classify their deployment frequency and lead time.
Inferred read-onlypipeline-cost-calculatorUse this when a user asks how much their GitHub Actions CI/CD pipeline costs per month, or wants to compare runner costs.
Inferred read-onlyconnection-pool-calculatorUse this when a user asks how many database connections to configure in their connection pool, or is troubleshooting PostgreSQL connection exhaustion.
Inferred read-onlycluster-capacity-calculatorUse this when a user asks whether their Kubernetes cluster has enough capacity, or how many more pods they can schedule.
Inferred read-onlyprecision-recall-f1-calculatorUse this when a user asks about their ML model precision, recall, F1 score, or F-beta score.
Inferred read-onlyegress-cost-calculatorUse this when a user asks how much AWS data transfer or egress costs, or wants to estimate their monthly data transfer bill.
Potential side effectsdetect-secrets-scannerScan text (config, code, env files) for leaked API keys, tokens, passwords, and private keys.
Inferred read-onlycertificate-expiry-checkerAssess certificate expiry risk given a domain and days remaining.
Inferred read-onlykubernetes-manifest-linterLint a Kubernetes manifest (YAML) for common issues: missing resource limits, missing health checks, :latest tag usage, privileged containers.
Inferred read-onlydockerfile-linterLint a Dockerfile for common issues: :latest tag on FROM, interactive installs without -y, running as root.
Inferred read-onlyquery-cost-estimatorEstimate the relative cost of a SQL query based on heuristic analysis: SELECT *, JOIN count, missing WHERE/LIMIT, leading wildcards, unbounded sorts.
Inferred read-onlyrate-limit-utilization-calculatorCalculate API rate limit utilization given current request count and limit.
Inferred read-onlyalert-fatigue-calculatorUse when a user asks about alert noise, alert fatigue, or on-call burden from non-actionable alerts.
Inferred read-onlychange-failure-rate-calculatorUse when a user asks about change failure rate or DORA CFR.
Inferred read-onlycloud-waste-calculatorUse when a user asks about cloud waste, idle resources, or unattached storage.
Inferred read-onlydeployment-frequency-calculatorUse when a user asks about deployment frequency or DORA deploy cadence.
Inferred read-onlyrightsizing-calculatorUse when a user asks about instance rightsizing or overprovisioned compute.
Inferred read-onlysoftware-purchase-risk-calculatorUse when a user asks about risk of a software purchase or SaaS commitment.
Potential side effectsterraform-plan-cost-estimatorUse when a user asks to estimate monthly cost of a Terraform plan.
Inferred read-onlytotal-cost-of-ownership-calculatorUse when a user asks about TCO or multi-year SaaS cost.
Inferred read-onlyCONNECT WITH APPROVAL
Client installation
Review this server and its permissions before adding it. Secret placeholders must be set locally.
Codex
~/.codex/config.toml
[mcp_servers.utility-matrix-com]
url = "https://utility-matrix.com/mcp"
enabled = trueClaude Code
.mcp.json
{
"mcpServers": {
"utility-matrix-com": {
"type": "http",
"url": "https://utility-matrix.com/mcp"
}
}
}Claude Desktop
Settings → Connectors → Add custom connector
Name: utility-matrix-com
Remote MCP URL: https://utility-matrix.com/mcpAdd this remote URL as a custom connector in Claude Desktop. Availability depends on the user plan and workspace policy.
Cursor
.cursor/mcp.json
{
"mcpServers": {
"utility-matrix-com": {
"url": "https://utility-matrix.com/mcp"
}
}
}Visual Studio Code
.vscode/mcp.json
Add to Visual Studio Code{
"servers": {
"utility-matrix-com": {
"type": "http",
"url": "https://utility-matrix.com/mcp"
}
}
}Generic MCP
Client-specific MCP configuration
{
"name": "utility-matrix-com",
"transport": "streamable-http",
"url": "https://utility-matrix.com/mcp"
}MCP Inspector
Run the official MCP Inspector locally and enter the indexed Streamable HTTP endpoint.
TRUST AND VERIFICATION EVIDENCE
Trust Data Available
BuiltWith Trust API v2 evidence for utility-matrix.com was fetched 2026-08-25T19:18:15.013Z and is being refreshed.
utility-matrix.com is assessed as Neutral: No suspicious signals found, but no strong positive signal either
Evidence is source-attributed and does not guarantee that a third-party server is safe. Risk labels are conservative metadata heuristics.