Alternatives

Mc2 alternatives for AI agents.

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

Current skill

Mc2

A Platform for Secure Analytics and Machine Learning

51
Quality
70
Trust
304
Stars
#1

Xgboost

Similarity 133Trust 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 132Trust 92Excellent 100

Tensor library for machine learning

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

Dlib

Similarity 132Trust 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

Server

Similarity 126Trust 93Excellent 100

The Triton Inference Server provides an optimized cloud and edge inferencing solution.

11K starsJun 16, 2026 pushml-automationPythonMachine Learning
$ npx skills add triton-inference-server/server
#5

Mediapipe

Similarity 125Trust 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
#6

Tensorflow

Similarity 125Trust 91Excellent 100

An Open Source Machine Learning Framework for Everyone

196K starsJun 16, 2026 pushml-automationC++Machine Learning
$ npx skills add tensorflow/tensorflow
#7

Paddle

Similarity 125Trust 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
#8

Onnxruntime

Similarity 125Trust 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
#9

LightGBM

Similarity 125Trust 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
#10

MNN

Similarity 124Trust 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
#11

Open3D

Similarity 123Trust 88Excellent 100

Open3D: A Modern Library for 3D Data Processing

14K starsJun 16, 2026 pushml-automationC++Machine Learning
$ npx skills add isl-org/Open3D
#12

Catboost

Similarity 123Trust 92Excellent 100

A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.

9.0K starsJun 12, 2026 pushml-automationC++Machine Learning
$ npx skills add catboost/catboost
#13

Interpret

Similarity 122Trust 90Excellent 100

Fit interpretable models. Explain blackbox machine learning.

6.9K starsJun 15, 2026 pushml-automationC++Machine Learning
$ npx skills add interpretml/interpret
#14

Transformers

Similarity 120Trust 94Excellent 100

🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

162K starsJun 16, 2026 pushml-automationPythonMachine Learning
$ npx skills add huggingface/transformers
#15

Ray

Similarity 120Trust 94Excellent 100

Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

43K starsJun 16, 2026 pushml-automationPythonMachine Learning
$ npx skills add ray-project/ray
#16

DeepSpeed

Similarity 120Trust 93Excellent 100

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

43K starsJun 16, 2026 pushml-automationPythonMachine Learning
$ npx skills add deepspeedai/DeepSpeed

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 Mc2 if it already passes your workflow test and repository review.

Next step

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