Smoke dataset
A fixture dataset that exercises the ingestion, validation and freshness machinery.
4 tracked
Directory
Agent engineering frameworks
This directory tracks 18 open-source agent-engineering frameworks across GitHub activity, package downloads and release cadence. Every figure carries the source that reported it and the moment it was observed. Values that fail validation are withheld rather than shown, and the last verified snapshot stays on the page until a clean sync replaces it.
Live
300 fields
- github
- 142/142 current
- 2h
- npm
- 25/25 current
- 2h
- pypi
- 64/64 current
- 2h
- pypistats
- 0/15 current
- 2h
Moved since last reading
- LangChain
- +55
- 146,956
- LangGraph
- +45
- 42,201
- CrewAI
- +30
- 58,958
- Mastra
- +25
- 28,295
Stars from GitHub REST API, npm registry downloads, PyPI registry metadata, pypistats.org downloads. Movement is measured between two real observations; values that failed validation are withheld rather than shown.
- Frameworks
- 18
- Stars tracked
- 682,608
- With download data
- 10/18
- Last sync
- 2h agoquarantined
AgnoStars42,325+14GitHub REST API · 2h agoLettaStars24,864+13GitHub REST API · 2h agoDeepEvalStars18,419+16GitHub REST API · 2h agoRagasStars15,834+5GitHub REST API · 2h agoPydantic AIStars20,133+9GitHub REST API · 2h agosmolagentsStars29,463+9GitHub REST API · 2h agoMastraStars28,295+25GitHub REST API · 2h agoVercel AI SDKStars26,922+20GitHub REST API · 2h agoGuardrailsStars7,443+1GitHub REST API · 2h agoInstructorStars13,939+4GitHub REST API · 2h agoDSPyStars38,243+25GitHub REST API · 2h agoHaystackStars26,584+4GitHub REST API · 2h ago
| Select to compare | Framework | Stars | Downloads/wk | Last commit | Language | Licence | Open roles | 7-day stars | Checked |
|---|---|---|---|---|---|---|---|---|---|
| LangChainLangChain | 146,956 | 2,026,447 | python | MIT | 74 | 7-day stars: 7 readings, 146.6K to 147.0K. | Current2h ago | ||
| AutoGenMicrosoft | 61,130 | 47,487 | python | CC-BY-4.0 | 1 | 7-day stars: 7 readings, 61.0K to 61.1K. | Current2h ago | ||
| CrewAICrewAI | 58,958 | — | python | MIT | 6 | 7-day stars: 7 readings, 58.7K to 59.0K. | Current2h ago | ||
| LlamaIndexLlamaIndex | 52,306 | 83,631 | python | MIT | 10 | 7-day stars: 7 readings, 52.2K to 52.3K. | Current2h ago | ||
| AgnoAgno | 42,325 | 520,626 | python | Apache-2.0 | — | 7-day stars: 7 readings, 42.2K to 42.3K. | Current2h ago | ||
| LangGraphLangChain | 42,201 | 2,342,174 | python | MIT | 70 | 7-day stars: 7 readings, 41.9K to 42.2K. | Current2h ago | ||
| DSPyStanford NLP | 38,243 | — | python | MIT | 2 | 7-day stars: 7 readings, 38.1K to 38.2K. | Current2h ago | ||
| smolagentsHugging Face | 29,463 | 132,630 | python | Apache-2.0 | — | 7-day stars: 7 readings, 29.4K to 29.5K. | Current2h ago | ||
| Haystackdeepset | 26,584 | — | python | Apache-2.0 | 2 | 7-day stars: 7 readings, 26.5K to 26.6K. | Current2h ago | ||
| LettaLetta | 24,864 | — | python | Apache-2.0 | — | 7-day stars: 7 readings, 24.8K to 24.9K. | Current2h ago | ||
| Pydantic AIPydantic | 20,133 | 3,076,771 | python | MIT | 3 | 7-day stars: 7 readings, 20.0K to 20.1K. | Current2h ago | ||
| DeepEvalConfident AI | 18,419 | — | python | Apache-2.0 | — | 7-day stars: 7 readings, 18.3K to 18.4K. | Current2h ago |
Sources: GitHub REST API, npm registry downloads, PyPI registry metadata, pypistats.org downloads. Every value carries the moment it was observed; figures that failed validation are withheld rather than shown. SLA: current within 48h, ageing to 168h, stale beyond 336h.
indexable · canonical /frameworks?language=python
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18 tracked
Local inference hardware
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10 tracked