Alternatives

Lighthouse alternatives for AI agents.

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

Current skill

Lighthouse

[EMNLP2024 Demo], [ICASSP 2025], [ICASSP 2026] A user-friendly library for reproducible video moment retrieval and highlight detection. It also supports audio moment retrieval.

75
Quality
79
Trust
254
Stars
#1

Mediapipe

Similarity 85Trust 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
#2

Transformers

Similarity 84Trust 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
#3

Supervision

Similarity 83Trust 92Excellent 100

We write your reusable computer vision tools. 💜

44K starsJun 16, 2026 pushml-automationPythonMachine Learning
$ npx skills add roboflow/supervision
#4

Datasets

Similarity 83Trust 93Excellent 100

🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools

22K starsJun 12, 2026 pushml-automationPythonMachine Learning
$ npx skills add huggingface/datasets
#5

Ultralytics

Similarity 83Trust 88Excellent 100

Ultralytics YOLO 🚀

58K starsJun 16, 2026 pushml-automationPythonMachine Learning
$ npx skills add ultralytics/ultralytics
#6

Vision

Similarity 82Trust 92Excellent 100

Datasets, Transforms and Models specific to Computer Vision

18K starsJun 15, 2026 pushml-automationPythonMachine Learning
$ npx skills add pytorch/vision
#7

Nltk

Similarity 82Trust 92Excellent 100

NLTK Source

15K starsJun 11, 2026 pushml-automationPythonMachine Learning
$ npx skills add nltk/nltk
#8

Pytorch Grad Cam

Similarity 82Trust 93Excellent 100

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

13K starsJun 14, 2026 pushml-automationPythonMachine Learning
$ npx skills add jacobgil/pytorch-grad-cam
#9

Ludwig

Similarity 82Trust 93Excellent 100

Low-code framework for building custom LLMs, neural networks, and other AI models

12K starsJun 15, 2026 pushml-automationPythonMachine Learning
$ npx skills add ludwig-ai/ludwig
#10

Speechbrain

Similarity 82Trust 92Excellent 100

A PyTorch-based Speech Toolkit

12K starsJun 15, 2026 pushmedia-automationPythonSpeech
$ npx skills add speechbrain/speechbrain
#11

Autogluon

Similarity 81Trust 92Excellent 100

Fast and Accurate ML in 3 Lines of Code

10K starsJun 15, 2026 pushml-automationPythonMachine Learning
$ npx skills add autogluon/autogluon
#12

Kornia

Similarity 81Trust 91Excellent 100

🐍 Geometric Computer Vision Library for Spatial AI

11K starsJun 15, 2026 pushml-automationPythonMachine Learning
$ npx skills add kornia/kornia
#13

Fiftyone

Similarity 81Trust 91Excellent 100

Refine high-quality datasets and visual AI models

11K starsJun 16, 2026 pushcoding-agentsPythonDeveloper Tools
$ npx skills add voxel51/fiftyone
#14

Meshroom

Similarity 81Trust 88Excellent 100

Node-based Visual Programming Toolbox

13K starsJun 17, 2026 pushautomationPythonWorkflow
$ npx skills add alicevision/Meshroom
#15

Rf Detr

Similarity 81Trust 92Excellent 100

RF-DETR is a real-time object detection and segmentation model architecture developed by Roboflow, SOTA on COCO, designed for fine-tuning. [ICLR 2026]

7.8K starsJun 15, 2026 pushml-automationPythonMachine Learning
$ npx skills add roboflow/rf-detr
#16

Mlx Audio

Similarity 81Trust 92Excellent 100

A text-to-speech (TTS), speech-to-text (STT) and speech-to-speech (STS) library built on Apple's MLX framework, providing efficient speech analysis on Apple Silicon.

7.4K starsJun 19, 2026 pushmedia-automationPythonSpeech
$ npx skills add Blaizzy/mlx-audio

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 Lighthouse 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.