Best community engagement projects tools in 2025

Project CodeNet by IBM

A dataset to train AI in understanding and generating code.

Whybug

Error analysis and debugging guidance for developers.

Quantum Copilot

AI assistant for learning and coding quantum computing.

cursor.sh

AI-powered code editor to enhance programming efficiency.

Interzoid

Efficiently clean and enhance your data without coding.

anomalo.com

Automated data quality monitoring for reliable insights.

Kili Technology

Reliable data preparation for AI projects.

Diffgram

Manage and organize AI data seamlessly for better insights.

Alegion

Data annotation solution for AI projects with global reach.

Prolific

Fast access to reliable research participants for valuable insights.

Watson Natural Language Understanding

Analyze text data for insights and sentiment.

Lexigram

Extracts clinical data from unstructured text efficiently.

Obviously AI Data Validator

Validate your datasets for machine learning readiness.

PyCaret

A low-code library for building machine learning models effortlessly.

Wandb AI

Systematic tracking and visualization for machine learning experiments.

Calcish

A Javascript-enabled calculator for math and coding tasks.

MLFlow

Manage and track the entire machine learning lifecycle efficiently.

Tensorflow Research Cloud

Free access to advanced computing for machine learning research.

Metaflow

Build and manage machine learning projects effortlessly.

Neuromation

Streamlined management for machine learning projects.