← Use cases · Data & analytics
AI agent tools for data science
Short answer: Our top pick for data science: pyod, with the highest AgentPick Score (81/100) among tools tagged "data-science". Runners-up: kubeflow (72) and BambooAI (64). Compare what each does, its license and how recently it was updated below.
| # | Tool | What it does | Score | Stars | License | Updated |
|---|---|---|---|---|---|---|
| #1 | pyod | A Python library for anomaly detection across tabular, time series, graph, text, image, and audio data. 60+ detectors, benchmark-backed ADEngine orche… | 81/100 | ★ 10k | BSD-2-Clause | 12 Oct 2026 |
| #2 | kubeflow | The Cloud Native AI Platform | 72/100 | ★ 16k | Apache-2.0 | 30 Sept 2026 |
| #3 | BambooAI | An LLM-driven data analyst that works in a persistent Python kernel. Web app, Docker-isolated execution, your own model keys. Full support for open we… | 64/100 | ★ 794 | MIT | 13 Oct 2026 |
| #4 | Wax | Shared Single-file memory layer for all your agents, sub mili-second RAG over text, photo and video on Apple Silicon.. No Server. No API. One File. Pu… | 62/100 | ★ 804 | Apache-2.0 | 1 Oct 2026 |
| #5 | agentic-data-scientist | An end-to-end Data Scientist | 40/100 | ★ 829 | MIT | 18 Aug 2026 |
| #6 | EvoOntology | EvoOntology: A Self-Evolving Ontology Layer for Data Agents ⚙️ EvoOntology插件为Claude Code/Codex 建立&进化本体层 | 38/100 | ★ 826 | MIT | 9 Oct 2026 |
| #7 | RAGLight | RAGLight is a modular framework for Retrieval-Augmented Generation (RAG). It makes it easy to plug in different LLMs, embeddings, and vector stores, a… | 35/100 | ★ 672 | MIT | 2 Sept 2026 |
| #8 | second-brain | Second Brain is an agentic framework that acts as an operating system, using local file intelligence, workflow automation, and LLMs to complete tasks … | 34/100 | ★ 670 | MIT | 26 Sept 2026 |
Source: each project's public GitHub repository (description, stars, license, last push). Listed tools aren't tested or ranked by AgentPick.
How to choose
- Read the license before using it commercially.
- Check how recently it was updated and how active its issues are.
- Run it on a small, low-risk task first.
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