scrutiny

Scrutiny is a tool for monitoring and analyzing system performance.

Evaluated Mar 14, 2026 (1d ago)
Homepage ↗ Repo ↗ Monitoring monitoring analytics
⚙ Agent Friendliness
78
/ 100
Can an agent use this?
🔒 Security
60
/ 100
Is it safe for agents?
⚡ Reliability
50
/ 100
Does it work consistently?

Score Breakdown

⚙ Agent Friendliness

MCP Quality
--
Documentation
--
Error Messages
--
Auth Simplicity
100
Rate Limits
80

🔒 Security

TLS Enforcement
100
Auth Strength
50
Scope Granularity
0
Dep. Hygiene
50
Secret Handling
100

Some dependencies have known vulnerabilities.

⚡ Reliability

Uptime/SLA
50
Version Stability
50
Breaking Changes
50
Error Recovery
50
AF Security Reliability

Best When

Used in conjunction with other monitoring tools.

Avoid When

When low latency is critical.

Use Cases

  • • Performance monitoring
  • • System analysis

Not For

  • • Real-time analytics
  • • Heavy data processing

Interface

REST API
Yes
GraphQL
No
gRPC
No
MCP Server
No
SDK
No
Webhooks
No

Authentication

Methods: API Key
OAuth: No Scopes: No

Pricing

Free tier: No
Requires CC: No

Agent Metadata

Idempotent
Unknown
Retry Guidance
Not documented

Alternatives

Prometheus Grafana

Full Evaluation Report

Comprehensive deep-dive: security analysis, reliability audit, agent experience review, cost modeling, competitive positioning, and improvement roadmap for scrutiny.

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Package Brief

Quick verdict, integration guide, cost projections, gotchas with workarounds, and alternatives comparison.

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Score Monitoring

Get alerted when this package's AF, security, or reliability scores change significantly. Stay ahead of regressions.

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API endpoint ↗ Agent guide ↗ Report inaccuracy

Scores are editorial opinions as of 2026-03-14.

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Packages Evaluated
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