Backend & Data · Data Science & ML

Data Science & ML Skills

The best Data Science & ML skills for Claude Code, Codex, Cursor & all other coding agents, ranked by real installs - agent skills, MCP servers and marketplaces tagged Data Science & ML, a focused slice of the broader Backend & Data category. Covers PyTorch, pandas and Jupyter and more.

What's in Data Science & ML

Data Science & ML collects 2,115 tools including agent skills, led by Microsoft Foundry, Ai Research Reproduction and Run Train, a focused part of the broader Backend & Data category. The list is updated automatically and ranked by real adoption - installs first, then GitHub stars.

Use the filters below to narrow by type, or open a stage hub to see these tools alongside everything else that stage needs.

938 entries

1Microsoft Foundrymicrosoft/azure-skillsDeploy, evaluate, and continuously improve Microsoft Foundry agents from a single agent interface.Backend & Data

521k1.4k

2Ai Research Reproductionlllllllama/rigorpilot-skillsOrchestrate trustworthy, auditable reproduction of deep learning repositories directly from their READMEs.Backend & Data

227k482

5Paper Context Resolverlllllllama/ai-paper-reproduction-skillFetch precise reproduction-critical details like dataset splits, preprocessing steps, or evaluation protocols from the original academic paper when the repo README leavBackend & Data

141k482

9Firecrawl Company Directoriesfirecrawl/firecrawl-workflowsInstantly turn any company directory page into clean structured data for market research, competitor lists, or lead generation.Backend & Data

30.2k125

10Niche Signal Discoverycode.deepline.comExtract differential signals between closed-won and closed-lost accounts that sharpen ICP definitions and lead scoring models.Backend & Data

20.7k0

11Parallel Data Enrichmentparallel-web/parallel-agent-skillsAutomatically add missing fields like CEO names, funding rounds, and contact details to lists of companies or people from a CSV or inline data.Backend & Data

11.2k67

12Gmgn Tokengmgnai/gmgn-skillsInstantly pull structured on-chain intelligence about any crypto or meme token without touching the GMGN website.Backend & Data

9.3k435

13Snowflake Semanticviewgithub/awesome-copilotCreate, alter, and validate Snowflake semantic views directly through an agent using the Snowflake CLI.Backend & Data

9k37.7k

14Datanalysis Credit Riskgithub/awesome-copilotPerform automated variable selection, PSI stability checks, and credit-risk model diagnostics on tabular datasets before training.Backend & Data

7.3k37.7k

15Pytorch Patternsaffaan-m/eccApply battle-tested PyTorch idioms that eliminate device errors, ensure reproducible experiments, and accelerate reliable model development.Backend & Data

7.1k239k

16Data Analysisclaude-office-skills/skillsTurn raw spreadsheet or CSV files into clear insights, charts, and reports without leaving their AI coding environment.Backend & Data

6.3k373

17Explore Dataanthropics/knowledge-work-pluginsQuickly profile any new dataset, table or file and surface shape, quality issues and distribution patterns before writing analysis code.Backend & Data

5k23.4k

20Pandas Projeffallan/claude-skillsQuickly generate correct pandas aggregation, GroupBy, pivot, and crosstab patterns for data analysis inside AI coding agents.Backend & Data

4.5k11k

21Agent Platform Tuninggoogle/skillsFollow the exact steps for fine-tuning open models or Gemini models on the Agent Platform without mixing up tuning with deployment or endpoint management.Backend & Data

4.2k17.6k

23Fine Dust Locationnomadamas/k-skillSo their AI coding agent can answer real-time Korean air-quality questions using official AirKorea data.Backend & Data

4.1k7.1k

24Generating List Viewforcedotcom/sf-skillsGenerate, validate, and troubleshoot Salesforce List View metadata for filtered record listings.Backend & Data

4k809

26Paddleocr Text Recognitionaidenwu0209/paddleocr-skillsExtract clean text from scanned documents, PDFs, or images inside agent-driven workflows.Backend & Data

3.9k35

27Mle Workflowaffaan-m/eccConvert experimental notebook code into a production-grade machine learning pipeline with data contracts, repeatable training, evaluation gates, deployment steps,Backend & Data

3.9k239k

28Lck Analyticsnomadamas/k-skillLet their agent turn League of Legends LCK match CSVs into historical performance reports, live-game analysis, and matchup insights.Backend & Data

3.8k7.1k

33Ingesting Into Data Lakeaws/agent-toolkit-for-awsQuickly load structured files from S3 into an Athena data lake without standing up Glue ETL jobs.Backend & Data

3.6k2.3k

34Finding Data Lake Assetsaws/agent-toolkit-for-awsQuickly resolve ambiguous references to tables, datasets, or S3 paths inside data lakes and lakehouses without leaving the coding session.Backend & Data

3.5k2.3k

36Computer Vision Opencvmindrally/skillsShip image and video features in Python with OpenCV and PyTorch without guessing color spaces, filters, or GPU-friendly structure.Backend & Data

3.2k223

37Data Analysisbytedance/deer-flowQuickly inspect, query, and summarize Excel and CSV datasets without leaving the terminal or spinning up a full data stack.Backend & Data

3k79.7k

40Marimo Batchmarimo-team/skillsLaunch many randomized hyperparameter experiments in parallel on cloud GPUs without writing boilerplate job scripts.Backend & Data

2.8k164

41Ads Youtubeagricidaniel/claude-adsGet expert, structured analysis of YouTube ad campaigns including creative quality, targeting, and performance across all ad formats.Backend & Data

2.8k8k

43Ads Microsoftagricidaniel/claude-adsRun a structured 24-check audit on Microsoft Ads accounts including Bing, Performance Max, Audience Network, and Copilot integration.Backend & Data

2.7k8k

44Anywidget Generatormarimo-team/skillsInstantly generate correct anywidget components with proper _esm JavaScript, dark-mode CSS, and marimo wrapper code for interactive notebooks.Backend & Data

2.7k164

46Accelerated Computing Cudfnvidia/skillsRun GPU-accelerated dataframe and ETL workflows with NVIDIA cuDF when pandas bottlenecks your data pipeline.Backend & Data

2.5k2.8k

48Fireworks Tech Graphapi/gitVisualize and analyze Fireworks LLM API technology dependenciesBackend & Data

2.4k0

49Add Uint Supportpytorch/pytorchQuickly add uint16, uint32, and uint64 support to PyTorch operators and kernels.Backend & Data

2.4k102k

52Datatalks Data Engineering Zoomcamparadotso/data-skillsGet guided, hands-on help completing the DataTalks.Club Data Engineering Zoomcamp modules and projects.Backend & Data

2.3k5

Explore more

By type

By what you're building

FAQ

Data Science & ML tools - common questions

What are Data Science & ML skills for Claude Code?

Data Science & ML skills teach Claude Code, Codex, Cursor and other coding agents to handle Data Science & ML work - PyTorch, pandas and Jupyter and more. A focused, ranked slice of the broader Backend & Data category across skills, MCP servers and marketplaces, each installable with one command.

How do I install a Data Science & ML skill?

Copy the one-line install command shown on any listing - for example npx skills add https://github.com/owner/repo --skill name. It's instantly available in your next Claude Code, Codex or Cursor session.

Which Data Science & ML skills are covered?

PyTorch, pandas and Jupyter and more - every Data Science & ML listing across skills, MCP servers and marketplaces, ranked by installs and GitHub stars, never paid placement.