Alternatives

Mars Lib alternatives for AI agents.

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

Current skill

Mars Lib

MaRS: A Modular and Robust Sensor-Fusion Framework

47
Quality
69
Trust
353
Stars
#1

Xgboost

Similarity 83Trust 94Excellent 100

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow

28K starsJun 16, 2026 pushml-automationC++Machine Learning
$ npx skills add dmlc/xgboost
#2

Ggml

Similarity 82Trust 92Excellent 100

Tensor library for machine learning

15K starsJun 15, 2026 pushml-automationC++Machine Learning
$ npx skills add ggml-org/ggml
#3

Dlib

Similarity 82Trust 92Excellent 100

A toolkit for making real world machine learning and data analysis applications in C++

14K starsMay 7, 2026 pushml-automationC++Machine Learning
$ npx skills add davisking/dlib
#4

AutoHotkey

Similarity 82Trust 92Excellent 100

AutoHotkey - macro-creation and automation-oriented scripting utility for Windows.

13K starsMay 17, 2026 pushautomationC++Automation
$ npx skills add AutoHotkey/AutoHotkey
#5

Antigravity Awesome Skills

Similarity 77Trust 88Excellent 100

A comprehensive library of over 1,273 agentic skills for various AI coding assistants, featuring clear documentation and installation instructions.

42K starsJul 2, 2026 pushdevelopmentClaude CodeOpenAI Agents
$ npx skills add sickn33/antigravity-awesome-skills
#6

Tesseract

Similarity 75Trust 92Excellent 100

Tesseract Open Source OCR Engine (main repository)

75K starsJun 13, 2026 pushdocument-processingC++OCR
$ npx skills add tesseract-ocr/tesseract
#7

Whisper.Cpp

Similarity 75Trust 92Excellent 100

Port of OpenAI's Whisper model in C/C++

51K starsJun 22, 2026 pushmedia-automationC++Speech
$ npx skills add ggml-org/whisper.cpp
#8

Mediapipe

Similarity 75Trust 92Excellent 100

Cross-platform, customizable ML solutions for live and streaming media.

36K starsJun 15, 2026 pushml-automationC++Machine Learning
$ npx skills add google-ai-edge/mediapipe
#9

Tensorflow

Similarity 75Trust 91Excellent 100

An Open Source Machine Learning Framework for Everyone

196K starsJun 16, 2026 pushml-automationC++Machine Learning
$ npx skills add tensorflow/tensorflow
#10

Paddle

Similarity 75Trust 93Excellent 100

PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice (『飞桨』核心框架,深度学习&机器学习高性能单机、分布式训练和跨平台部署)

24K starsJun 16, 2026 pushml-automationC++Machine Learning
$ npx skills add PaddlePaddle/Paddle
#11

Duckdb

Similarity 75Trust 90Excellent 100

DuckDB is an analytical in-process SQL database management system

39K starsJun 20, 2026 pushdata-analysisC++SQL
$ npx skills add duckdb/duckdb
#12

Onnxruntime

Similarity 75Trust 93Excellent 100

ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator

21K starsJun 16, 2026 pushml-automationC++Machine Learning
$ npx skills add microsoft/onnxruntime
#13

LightGBM

Similarity 75Trust 93Excellent 100

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.

18K starsJun 9, 2026 pushml-automationC++Machine Learning
$ npx skills add lightgbm-org/LightGBM
#14

MNN

Similarity 74Trust 93Excellent 100

MNN: A blazing-fast, lightweight inference engine battle-tested by Alibaba, powering high-performance on-device LLMs and Edge AI.

15K starsJun 16, 2026 pushml-automationC++Machine Learning
$ npx skills add alibaba/MNN
#15

Helium

Similarity 74Trust 90Excellent 100

Private, fast, and honest web browser

18K starsJun 20, 2026 pushlegal-complianceC++Privacy
$ npx skills add imputnet/helium
#16

Osquery

Similarity 74Trust 87Excellent 100

SQL powered operating system instrumentation, monitoring, and analytics.

23K starsJun 19, 2026 pushdata-analysisC++SQL
$ npx skills add osquery/osquery

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 Mars Lib 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.