Alternatives

FPL Core Insights alternatives for AI agents.

Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.

Current skill

FPL Core Insights

The ultimate FPL dataset including the 2025/26 season. Fuses official FPL API data with detailed match stats, dynamic team Elo ratings, and full cup, friendlies and Euro coverage. All data is aligned by official FPL IDs for deep analysis.

71
Quality
75
Trust
163
Stars
#1

Nautilus Trader

Similarity 104Trust 90Excellent 100

Production-grade Rust-native trading engine with deterministic event-driven architecture

23K starsJun 14, 2026 pushsports-analyticsRustSports Analytics
$ npx skills add nautechsystems/nautilus_trader
#2

Pandas

Similarity 83Trust 90Excellent 100

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
#3

Scikit Learn

Similarity 83Trust 88Excellent 100

scikit-learn: machine learning in Python

66K starsJun 17, 2026 pushdata-analysisPythonData Analysis
$ npx skills add scikit-learn/scikit-learn
#4

Streamlit

Similarity 83Trust 88Excellent 100

Streamlit — A faster way to build and share data apps.

45K starsJun 14, 2026 pushdata-analysisPythonData Analysis
$ npx skills add streamlit/streamlit
#5

Matplotlib

Similarity 82Trust 85Excellent 100

matplotlib: plotting with Python

23K starsJun 16, 2026 pushdata-analysisPythonData Visualization
$ npx skills add matplotlib/matplotlib
#6

Imbalanced Learn

Similarity 80Trust 89Excellent 100

A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning

7.1K starsJun 7, 2026 pushdata-analysisPythonData Analysis
$ npx skills add scikit-learn-contrib/imbalanced-learn
#7

Folium

Similarity 79Trust 84Excellent 96

Python Data. Leaflet.js Maps.

7.4K starsJun 15, 2026 pushdata-analysisPythonData Visualization
$ npx skills add python-visualization/folium
#8

StatsBomb Open Data

Similarity 77Trust 78Excellent 100

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
#9

Data Science For Beginners

Similarity 77Trust 88Excellent 100

10 Weeks, 20 Lessons, Data Science for All!

36K starsJun 10, 2026 pushdata-analysisJupyter NotebookData Analysis
$ npx skills add microsoft/Data-Science-For-Beginners
#10

CrewAI

Similarity 75Trust 92Excellent 100

Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.

56K starsJul 18, 2026 pushagent-frameworksPythonAI Agents
$ npx skills add crewAIInc/crewAI
#11

Deck.Gl

Similarity 75Trust 88Excellent 100

WebGL2 powered visualization framework

14K starsJun 16, 2026 pushdata-analysisTypeScriptData Visualization
$ npx skills add visgl/deck.gl
#12

Scientific Agent Skills

Similarity 75Trust 91Excellent 100

Turn any AI agent into an AI Scientist. The #1 Agent Skills library for science, used by 160,000+ scientists worldwide. 140 ready-to-use skills plus 100+ scientific databases covering biology, chemistry, medicine, and drug discovery. Compatible with Cursor, Claude Code, Codex, Pi, Antigravity, and the open Agent Skills standard.

32K starsJul 28, 2026 pushdata-analysisPythonData Analysis
$ npx skills add K-Dense-AI/scientific-agent-skills
#13

Perspective

Similarity 75Trust 90Excellent 100

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

GPT SoVITS

Similarity 75Trust 90Excellent 100

1 min voice data can also be used to train a good TTS model! (few shot voice cloning)

59K starsJun 20, 2026 pushmedia-automationPythonVoice
$ npx skills add RVC-Boss/GPT-SoVITS
#15

Daily Stock Analysis

Similarity 75Trust 90Excellent 100

LLM驱动的 A/H/美股智能分析:多数据源行情 + 实时新闻 + LLM决策仪表盘 + 多渠道推送,零成本定时运行,纯白嫖. LLM-powered stock analysis system for A/H/US markets.

52K starsJun 29, 2026 pushfinancePythonFinance
$ npx skills add ZhuLinsen/daily_stock_analysis
#16

Gradio

Similarity 75Trust 90Excellent 100

Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!

43K starsJun 17, 2026 pushdata-analysisPythonData Analysis
$ npx skills add gradio-app/gradio

How 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 FPL Core Insights 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.