#1
⛏⚽ Scrape soccer data from Club Elo, ESPN, FBref, Football-Data.co.uk, Sofascore, SoFIFA, Understat and WhoScored.
1.8K starsJun 14, 2026 pushsports-analyticsPythonSports Data
$ npx skills add probberechts/soccerdataAlternatives
Soccer Analytics alternatives for AI agents.
Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.
Current skill
Soccer Analytics
Python project trying to facilitate and being a starting point for soccer analytics projects.
42
Quality
69
Trust
132
Stars
#2
Production-grade Rust-native trading engine with deterministic event-driven architecture
23K starsJun 14, 2026 pushsports-analyticsRustSports Analytics
$ npx skills add nautechsystems/nautilus_trader#3
10 Weeks, 20 Lessons, Data Science for All!
36K starsJun 10, 2026 pushdata-analysisJupyter NotebookData Analysis
$ npx skills add microsoft/Data-Science-For-Beginners#4
Open football event data for match analysis, xG research, scouting, and World Cup-style dashboards.
3.9K starsJun 1, 2026 pushSports AnalyticsPythonCodex
$ npx skills add statsbomb/open-data#5
Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
49K starsJun 14, 2026 pushdata-analysisPythonData Analysis
$ npx skills add pandas-dev/pandas#6
scikit-learn: machine learning in Python
66K starsJun 17, 2026 pushdata-analysisPythonData Analysis
$ npx skills add scikit-learn/scikit-learn#7
Streamlit — A faster way to build and share data apps.
45K starsJun 14, 2026 pushdata-analysisPythonData Analysis
$ npx skills add streamlit/streamlit#8
Football pitch plotting and soccer analytics visuals for match reports and dashboards.
1.1K starsJun 1, 2026 pushSports AnalyticsPythonCodex
$ npx skills add andrewRowlinson/mplsoccer#9
Open-source JavaScript charting library behind Plotly and Dash
18K starsJun 16, 2026 pushdata-analysisJavaScriptData Visualization
$ npx skills add plotly/plotly.js#10
matplotlib: plotting with Python
23K starsJun 16, 2026 pushdata-analysisPythonData Visualization
$ npx skills add matplotlib/matplotlib#11
PyGWalker: Turn your dataframe into an interactive UI for visual analysis
16K starsJun 20, 2026 pushdata-analysisPythonData Analysis
$ npx skills add Kanaries/pygwalker#12
WebGL2 powered visualization framework
14K starsJun 16, 2026 pushdata-analysisTypeScriptData Visualization
$ npx skills add visgl/deck.gl#13
A data visualization and analytics component, especially well-suited for large and/or streaming datasets.
11K starsJun 5, 2026 pushdata-analysisC++Data Visualization
$ npx skills add perspective-dev/perspective#14
12 Lessons to Get Started Building AI Agents
67K starsMay 25, 2026 pushagent-frameworksJupyter NotebookAI Agents
$ npx skills add microsoft/ai-agents-for-beginners#15
Google Research
38K starsJun 16, 2026 pushml-automationJupyter NotebookMachine Learning
$ npx skills add google-research/google-research#16
⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 or handson-mlp instead.
26K starsMay 19, 2026 pushml-automationJupyter NotebookMachine Learning
$ npx skills add ageron/handson-mlHow to choose
When should you switch?
Use an alternative when it has a clearer install path, higher trust score, fresher maintenance, or better platform fit for your current agent stack. Keep Soccer Analytics if it already passes your workflow test and repository review.
Next step
Compare top candidates side by side
Open the compare page, test the install commands in a sandbox, and check each repository before using a skill in production.