# Utility Matrix (io.github.helphub369/utility-matrix): tool descriptions scored

- tools/list taken: 2026-11-02 (UTC)
- From: [Official MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/io.github.helphub369%2Futility-matrix/versions/latest)
- Connected to: https://utility-matrix.com/mcp
- Scoring rules: v2
- Tools: 31
- Average: 76.1 / 100 (Clear)
- Near-identical pairs: 0

This page shows how Utility Matrix (io.github.helphub369/utility-matrix)'s tool descriptions scored, the issues found and the names of its tools and parameters. The descriptions are the server's own: read them where the copy came from.

Forecall asked the URL this server lists in the official MCP Registry for its tools/list once, on the date above, without calling any tool. The server may have changed since.

## Across the server

- Minor: 31 tools. Above 25, models start to tell tools apart less well.
- Minor: The server has no instructions. Say there, once, what the server is for and when to use it: Claude Code and Gemini CLI read the instructions before the tool descriptions.

## Tools

- `canonical-url-auditor`: 62 / 100
  - Major: Says nothing about when to use it, or when not to.
- `dockerfile-linter`: 62 / 100
  - Major: Says nothing about when to use it, or when not to.
- `query-cost-estimator`: 65 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: The description mentions none of its 3 or more arguments.
- `certificate-expiry-checker`: 66 / 100
  - Major: Says nothing about when to use it, or when not to.
- `kubernetes-manifest-linter`: 66 / 100
  - Major: Says nothing about when to use it, or when not to.
- `rightsizing-calculator`: 68 / 100
  - Minor: The description mentions none of its 3 or more arguments.
- `total-cost-of-ownership-calculator`: 71 / 100
  - Minor: The description mentions none of its 3 or more arguments.
- `deployment-frequency-calculator`: 72 / 100
  - Minor: The description mentions none of its 3 or more arguments.
- `known-vulnerability-checker`: 72 / 100
- `software-purchase-risk-calculator`: 72 / 100
  - Minor: The description mentions none of its 3 or more arguments.
- `cluster-capacity-calculator`: 75 / 100
  - Minor: The description mentions none of its 3 or more arguments.
- `connection-pool-calculator`: 75 / 100
- `on-call-burden-calculator`: 75 / 100
  - Minor: The description mentions none of its 3 or more arguments.
- `rate-limit-utilization-calculator`: 75 / 100
  - Major: Says nothing about when to use it, or when not to.
- `terraform-plan-cost-estimator`: 75 / 100
  - Minor: The description mentions none of its 3 or more arguments.
- `detect-secrets-scanner`: 77 / 100
  - Major: Says nothing about when to use it, or when not to.
- `pipeline-cost-calculator`: 78 / 100
- `change-failure-rate-calculator`: 79 / 100
- `availability-sla-calculator`: 80 / 100
- `dora-metrics-calculator`: 80 / 100
  - Minor: The description mentions none of its 3 or more arguments.
- `mttr-calculator`: 80 / 100
- `alert-fatigue-calculator`: 82 / 100
  - Minor: The description mentions none of its 3 or more arguments.
- `apdex-score-calculator`: 82 / 100
- `cloud-waste-calculator`: 82 / 100
  - Minor: The description mentions none of its 3 or more arguments.
- `ec2-cost-calculator`: 82 / 100
  - Minor: The description mentions none of its 3 or more arguments.
- `error-budget-calculator`: 82 / 100
  - Minor: The description mentions none of its 3 or more arguments.
- `precision-recall-f1-calculator`: 82 / 100
- `slo-burn-rate-calculator`: 82 / 100
- `egress-cost-calculator`: 85 / 100
- `incident-cost-calculator`: 85 / 100
  - Minor: The description mentions none of its 3 or more arguments.
- `reserved-instance-breakeven`: 90 / 100
  - Minor: The description mentions none of its 3 or more arguments.

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