KORA Doctor is listed as Open Source. Check https://github.com/Krako-Labs/kora-doctor for the current plan limits, as vendors change pricing frequently.

KORA Doctor

Q: What is KORA Doctor?

KORA Doctor is a code AI tool listed on Use AI Tools. KORA Doctor is a small open-source CLI that analyzes AUDR JSON and JSONL and surfaces execution waste across tool usage, context growth, deterministic work, repeated inference, orchestration and model choice. There is no dashboard, no account and no hosted service.

Q: What is KORA Doctor best for?

KORA Doctor is commonly used for Finding avoidable cost in agent runs, Auditing repeated tool and read calls, Getting a machine-readable waste report. It supports English.

Code⚡ Advanced✅ Global access

Finding avoidable cost in agent runsAuditing repeated tool and read callsGetting a machine-readable waste report

Open SourceEnglish

KORA Doctor is a small open-source CLI that analyzes AUDR JSON and JSONL and surfaces execution waste across tool usage, context growth, deterministic work, repeated inference, orchestration and model choice. There is no dashboard, no account and no hosted service.

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🎯 Real-World Use Cases

Audit a run

Run kora-doctor audit on an AUDR file to see observed cost, potentially avoidable spend and an estimated optimized cost.

Get JSON out

Add --json for machine-readable output you can diff or feed to another system.

Join OTel data

Pass --otel with an OTel sidecar file to combine execution records with telemetry.

⚖️ Honest Review

✅ Pros

+Runs entirely locally with no account or hosted service
+Gives a concrete avoidable-cost figure per run
+Works on the open AUDR record format

⚠️ Cons

−Only reads AUDR records, so your agent has to emit them first
−Heuristics are early and the sample is synthetic, not a benchmark

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CodeOct 26, 2026