AgentMeasure MCP Server
roy-tong/AgentMeasure
[](https://agentrank-ai.com/tool/roy-tong--AgentMeasure/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge) Independent verification of AI support bills: applicable terms, invoice and business records, with reviewable findings. Open-source conformance for agent telemetry — PASS / FAIL / UNPROVABLE in CI.
claude mcp add agentrank -- npx -y agentrank-mcp-server Overview
roy-tong/AgentMeasure is a Python tool licensed under MIT. Independent verification of AI support bills: applicable terms, invoice and business records, with reviewable findings. Open-source conformance for agent telemetry — PASS / FAIL / UNPROVABLE in CI. Topics: agent-economy, agent-evaluation, agent-observability, agentic-ai, ai-agents, ai-metrics, developer-tools, llm, llm-agents, mcp, measurement, metrics, open-standard, opentelemetry, standards, claude-code, codex, token-accounting, token-usage, usage-tracking.
Ranked #3948 out of 24846 indexed tools.
Ecosystem
Score Breakdown
219 stars → growing community
Last commit 29d ago → recently updated
4/16 issues closed → many open issues
9 contributors → small team
No dependents → no downstream usage
Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →
How to Improve
Matched Queries
From the README
# AgentMeasure **Find repeated failures and retries in your Codex and Claude Code sessions, with local evidence.** Healthcheck reads existing **Codex rollout logs** and **Claude Code session logs** and produces a terminal summary and a local HTML report. It checks duplicate records, retry chains, and consecutive tool failures (HC-01..03), plus audit checks for operation-resolution coverage, cache accounting, and token stability (HC-04..06, `--audit`). Missing evidence is **UNPROVABLE**, never silently zero. ```bash # Python 3.9+. NOTE: PyPI still serves 0.4.0, which crashes on the first # command (NameError on demo/check/compare). The 0.4.1 fix is on GitHub but # not yet on the index — install from git until it lands. pipx install "git+https://github.com/roy-tong/AgentMeasure#subdirectory=healthcheck" agentmeasure demo # synthetic example; no personal logs needed agentmeasure check # your local sessions, last 7 days agentmeasure checkRead full README on GitHub →
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