monocle2ai/monocle
Monocle is a framework for tracing GenAI app code. This repo contains implementation of Monocle for GenAI apps written in Python.
Latest metrics (snapshot 2026-10-15)
| stars | 341 |
|---|---|
| forks | 62 |
| issues | 48 |
| pushed_at | 2026-10-02T00:15:39Z |
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 |
|---|---|
| 2026-10-15 | 341 |
ADC Momentum: 26/100
| Growth velocity | 25 |
|---|---|
| Consistency | 20 |
| Recency | 52 |
| 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/monocle2ai/monocle)<a href="https://agentdataco.com/repo/monocle2ai/monocle"><img src="https://agentdataco.com/badge/repo/monocle2ai/monocle.svg" alt="ADC Momentum"></a>Details
| description | Monocle is a framework for tracing GenAI app code. This repo contains implementation of Monocle for GenAI apps written in Python. |
|---|---|
| url | https://github.com/monocle2ai/monocle |
| language | Python |
| license | Apache-2.0 |
| topics | agentic-ai generative-ai linux-foundation llm-agent llm-inference llms multi-agent observability opentelemetry oss python telemetry |
| created_at | 2024-06-15T18:27:03Z |
| homepage | http://monocle2ai.org |
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