GitHub - usestrix/strix: Open-source AI penetration testing tool to find and fix your app’s vulnerabilities. alternatives and similar AI tools

Lightwell by IBM and Red Hat is an AI-driven platform for securing open source software. It offers enterprise-grade vulnerability remediation and mitigation services across the full software lifecycle.

Stitch is a Google-developed AI tool that generates UI designs for mobile and web apps, streamlining the design ideation process for developers and designers.

Latitude is an open-source AI agent observability platform providing full visibility into production failures. It offers semantic search, automatic issue discovery, and OTEL compatibility to help teams monitor and improve AI agent performance.

Ollama is a free, open-source runtime for running large language models locally. It simplifies deployment with a CLI and API, supporting privacy-focused development and agent prototyping on personal hardware.

Hugging Face is a leading platform for discovering, sharing, and deploying open-source AI models, datasets, and demos, serving as a critical hub for developers and researchers.

MCP.so is a free discovery platform for the Model Context Protocol ecosystem, indexing compatible tools, models, and datasets to help developers navigate and integrate AI components efficiently.

Fairseq is an open-source seq2seq toolkit by FAIR for NLP research. Built on PyTorch, it supports translation, summarization, and language modeling with distributed training capabilities.

Kong is an open-source API and AI gateway built on OpenResty/Lua for Kubernetes and microservices, featuring LLM proxying, MCP support, and 200+ plugins.

MiniMind is an open-source educational project enabling users to train a 64M-parameter LLM from scratch in 2 hours on a single GPU, featuring transparent code and minimal resource requirements.

A massive open-source GitHub repository by Ashish Patel featuring 500+ AI, ML, DL, CV, and NLP projects with complete code, ideal for learning and portfolio building.

Flowise is a visual orchestration platform for prototyping AI agents, retrieval flows, and multi-step workflows without extensive coding, supporting Model Context Protocol experimentation.

n8n is a fair-code workflow automation platform balancing visual builders with developer extensibility. Ideal for teams needing self-hosting, custom logic, and AI agent orchestration.