Smol Developer
Open-source agent that scaffolds entire repos.
For Data Scientists
AI tools for notebooks, modeling, and report generation.
Open-source agent that scaffolds entire repos.
AI summarization and notetaking for researchers.
AI security review for pull requests.
Explore relationships between academic papers.
AI-native terminal with command suggestions.
AI code search across your entire codebase.
AI junior dev that turns GitHub issues into PRs.
Open-source reasoning chatbot with strong math.
AI paper summaries and literature reviews.
The answer engine that cites its sources.
AI search engine purpose-built for developers.
Agentic IDE from Codeium with cascading edits.
AI pair programmer that edits your local git repo.
Pro AI answer engine with sources and Spaces.
Visual citation maps for literature discovery.
KanshoAI editors hand-test every tool in our directory and rank them by real usefulness for specific roles — not paid placement. The 15 tools above are the highest-rated AI products that match the day-to-day workflows of data scientists. Each one was selected for its combination of feature depth, pricing fairness, and user-reviewed reliability.