brandynfisher/ToolReplay
Audit AI agent tool-call transcripts: hash-chain sealing, deterministic replay, and scope overreach checks. Dependency-free Python CLI.
Latest metrics (snapshot 2026-10-14)
| stars | 185 |
|---|---|
| forks | 21 |
| issues | 1 |
| pushed_at | 2026-09-14T12:09:08Z |
History
History chart: 1 daily snapshot so far (archive started 2026-10-14). The line fills in as the daily archive grows; full series via the API.
| Date | GitHub stars |
|---|---|
| 2026-10-14 | 185 |
ADC Momentum: 20/100
| Growth velocity | 26 |
|---|---|
| Consistency | 21 |
| Recency | 22 |
| Agent demand | 0 |
| Basis | bootstrap |
ADC Momentum (0-100) = 45% growth velocity (stars/likes gained per day in our daily archive, relative and absolute, percentile-ranked within the category) + 20% consistency (share of recent days with growth) + 20% recency (latest push/update/release, decaying) + 15% agent demand (how often AI agents looked it up via our API/MCP this week). MCP servers use release cadence; LLMs use price cuts, context and recency. Recomputed daily; scores marked "bootstrap" use lifetime rates until the archive has enough days. Method
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[](https://agentdataco.com/repo/brandynfisher/ToolReplay)<a href="https://agentdataco.com/repo/brandynfisher/ToolReplay"><img src="https://agentdataco.com/badge/repo/brandynfisher/ToolReplay.svg" alt="ADC Momentum"></a>Details
| description | Audit AI agent tool-call transcripts: hash-chain sealing, deterministic replay, and scope overreach checks. Dependency-free Python CLI. |
|---|---|
| url | https://github.com/brandynfisher/ToolReplay |
| language | Python |
| license | MIT |
| topics | ai-agents audit cli determinism hash-chain jsonl permissions python replay scope security tool-call |
| created_at | 2026-09-14T10:11:00Z |
| homepage | http://quartzjer.github.io/pennybank/ |
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