Alternatives

Transfers alternatives for AI agents.

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

Current skill

Transfers

data on european football player transfers

42
Quality
67
Trust
135
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

Data Science For Beginners

Similarity 91Trust 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
#3

CLIP

Similarity 83Trust 89Excellent 100

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

34K starsMar 25, 2026 pushml-automationJupyter NotebookMachine Learning
$ npx skills add openai/CLIP
#4

Google Research

Similarity 83Trust 88Excellent 100

Google Research

38K starsJun 16, 2026 pushml-automationJupyter NotebookMachine Learning
$ npx skills add google-research/google-research
#5

Happy Llm

Similarity 82Trust 85Excellent 100

📚 从零开始构建大模型

32K starsMay 6, 2026 pushdataJupyter NotebookRAG
$ npx skills add datawhalechina/happy-llm
#6

Notebook

Similarity 81Trust 88Excellent 100

Jupyter Interactive Notebook

13K starsJun 19, 2026 pushdata-analysisJupyter NotebookNotebook
$ npx skills add jupyter/notebook
#7

Community

Similarity 81Trust 88Excellent 100

Kubernetes community content

13K starsJun 16, 2026 pushdevopsJupyter NotebookKubernetes
$ npx skills add kubernetes/community
#8

Mlops Zoomcamp

Similarity 81Trust 85Excellent 100

Free MLOps course from DataTalks.Club

15K starsJun 10, 2026 pushml-automationJupyter NotebookMachine Learning
$ npx skills add DataTalksClub/mlops-zoomcamp
#9

StatsBomb Open Data

Similarity 79Trust 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
#10

Pandas

Similarity 77Trust 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
#11

Scikit Learn

Similarity 77Trust 88Excellent 100

scikit-learn: machine learning in Python

66K starsJun 17, 2026 pushdata-analysisPythonData Analysis
$ npx skills add scikit-learn/scikit-learn
#12

Go Ethereum

Similarity 77Trust 88Excellent 100

Go implementation of the Ethereum protocol

51K starsJun 29, 2026 pushweb3-analyticsGoBlockchain
$ npx skills add ethereum/go-ethereum
#13

mplsoccer

Similarity 77Trust 78Excellent 97

Football pitch plotting and soccer analytics visuals for match reports and dashboards.

1.1K starsJun 1, 2026 pushSports AnalyticsPythonCodex
$ npx skills add andrewRowlinson/mplsoccer
#14

D3

Similarity 77Trust 87Excellent 100

Bring data to life with SVG, Canvas and HTML. :bar_chart::chart_with_upwards_trend::tada:

113K starsMay 28, 2026 pushdata-analysisShellData Visualization
$ npx skills add d3/d3
#15

Duckdb

Similarity 77Trust 87Excellent 100

DuckDB is an analytical in-process SQL database management system

39K starsJun 20, 2026 pushdata-analysisC++SQL
$ npx skills add duckdb/duckdb
#16

Linera Protocol

Similarity 77Trust 87Excellent 100

Main repository for the Linera protocol

32K starsJun 29, 2026 pushweb3-analyticsRustBlockchain
$ npx skills add linera-io/linera-protocol

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 Transfers 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.