Alternatives

Ditto alternatives for AI agents.

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

Current skill

Ditto

Eclipse Ditto™: Digital Twin framework of Eclipse IoT - main repository

81
Quality
80
Trust
894
Stars
#1

Aily Blockly

Similarity 114Trust 87Excellent 98

AI IDE for hardware development, support Arduino, MicroPython, ESP32, STM32, RP2040, Nrf5x...

3.8K starsAug 11, 2026 pushrobotics-iotTypeScriptIoT
$ npx skills add ailyProject/aily-blockly
#2

Semantic Router

Similarity 101Trust 87Excellent 100

Superfast AI decision making and intelligent processing of multi-modal data.

3.9K starsSep 12, 2026 pushrobotics-iotPythonComputer Vision
$ npx skills add aurelio-labs/semantic-router
#3

VLMEvalKit

Similarity 101Trust 86Excellent 100

Open-source evaluation toolkit of large multi-modality models (LMMs), support 220+ LMMs, 80+ benchmarks

4.2K starsJun 17, 2026 pushrobotics-iotPythonComputer Vision
$ npx skills add open-compass/VLMEvalKit
#4

Remove AI Watermarks

Similarity 100Trust 81Excellent 100

AI watermark remover. CLI and Python library to strip visible and invisible AI watermarks (Gemini / Nano Banana sparkle, SynthID) and provenance metadata (C2PA, EXIF, IPTC) from images.

4.3K starsJul 28, 2026 pushrobotics-iotPythonComputer Vision
$ npx skills add wiltodelta/remove-ai-watermarks
#5

ComputeLibrary

Similarity 99Trust 86Excellent 95

The Compute Library is a set of computer vision and machine learning functions optimised for both Arm CPUs and GPUs using SIMD technologies.

3.2K starsSep 16, 2026 pushrobotics-iotC++Computer Vision
$ npx skills add ARM-software/ComputeLibrary
#6

AliceVision

Similarity 98Trust 82Excellent 93

3D Computer Vision Framework

3.5K starsAug 12, 2026 pushrobotics-iotC++Computer Vision
$ npx skills add alicevision/AliceVision
#7

Kestra

Similarity 83Trust 89Excellent 100

Event Driven Orchestration & Scheduling Platform for Mission Critical Applications

27K starsJun 17, 2026 pushagent-frameworksJavaAI Agents
$ npx skills add kestra-io/kestra
#8

Jenkins

Similarity 82Trust 87Excellent 100

Jenkins automation server

25K starsJun 20, 2026 pushdevopsJavaDevOps
$ npx skills add jenkinsci/jenkins
#9

Debezium

Similarity 81Trust 87Excellent 100

Change data capture for a variety of databases. Please log issues at https://github.com/debezium/dbz/issues.

13K starsJun 12, 2026 pushdata-analysisJavaData Pipeline
$ npx skills add debezium/debezium
#10

Testcontainers Java

Similarity 80Trust 85Excellent 99

Testcontainers is a Java library that supports JUnit tests, providing lightweight, throwaway instances of common databases, Selenium web browsers, or anything else that can run in a Docker container.

8.7K starsJun 11, 2026 pushtesting-qaJavaTesting
$ npx skills add testcontainers/testcontainers-java
#11

Transformers

Similarity 77Trust 89Excellent 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
#12

ToolJet

Similarity 77Trust 88Excellent 100

ToolJet is the open-source foundation of ToolJet AI - the enterprise app generation platform for building internal tools, dashboard, business applications, workflows and AI agents 🚀

38K starsJun 14, 2026 pushautomationJavaScriptWorkflow
$ npx skills add ToolJet/ToolJet
#13

Resume Matcher

Similarity 77Trust 89Excellent 100

Improve your resumes with Resume Matcher. Get insights, keyword suggestions and tune your resumes to job descriptions.

27K starsJun 14, 2026 pushml-automationTypeScriptMachine Learning
$ npx skills add srbhr/Resume-Matcher
#14

Tasmota

Similarity 77Trust 90Excellent 100

Alternative firmware for ESP8266 and ESP32 based devices with easy configuration using webUI, OTA updates, automation using timers or rules, expandability and entirely local control over MQTT, HTTP, Serial or KNX. Full documentation at

25K starsSep 13, 2026 pushautomationCAutomation
$ npx skills add arendst/Tasmota
#15

Excalidraw

Similarity 77Trust 87Excellent 100

Virtual whiteboard for sketching hand-drawn like diagrams

125K starsJun 16, 2026 pushproductivity-automationTypeScriptProductivity
$ npx skills add excalidraw/excalidraw
#16

Julia

Similarity 77Trust 87Excellent 100

The Julia Programming Language

49K starsJun 16, 2026 pushml-automationJuliaMachine Learning
$ npx skills add JuliaLang/julia

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 Ditto 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.