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AgentMeasure MCP Server

roy-tong/AgentMeasure

Score: 70.5 Rank #3948 Monitoring
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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.

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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

Python MIT
agent-economyagent-evaluationagent-observabilityagentic-aiai-agentsai-metricsdeveloper-toolsllmllm-agentsmcpmeasurementmetricsopen-standardopentelemetrystandardsclaude-codecodextoken-accountingtoken-usageusage-tracking

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 219

219 stars → growing community

Freshness 25% 29d ago

Last commit 29d ago → recently updated

Issue Health 25% 25%

4/16 issues closed → many open issues

Contributors 10% 9

9 contributors → small team

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A
PyPI Downloads N/A
Forks 8
Description Detailed
License MIT

Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →

How to Improve

Issue Health high impact

You have 12 open vs 4 closed issues — triaging stale issues improves health

Dependents medium impact

No downstream dependents detected yet — adoption by other projects is the strongest trust signal

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Matched Queries

topic:mcp

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 check
Read full README on GitHub →

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