Hub coverage
11
tools ready for comparison and discovery
Who it is for
Teams, creators, and individuals comparing tools in this space.
Selection tips
Before choosing, verify pricing, privacy, commercial rights, and integrations on official vendor sites.
Tool shortlist
Open Source tools
Open Source
Lightwell | IBM
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.
Open Source
GitHub - usestrix/strix: Open-source AI penetration testing tool to find and fix your app’s vulnerabilities.
Strix is an open-source AI penetration testing tool designed to identify and remediate application vulnerabilities. It leverages artificial intelligence for automated security assessments, targeting developers and security professionals seeking efficient vulnerability detection.
AI Agents
Ollama
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.
Research
Hugging Face
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
MCP.so
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.
Open Source
GitHub - facebookresearch/fairseq: Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
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.
Open Source
GitHub - Kong/kong: 🦍 The API and AI Gateway
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.
Open Source
GitHub - jingyaogong/minimind: 🧠「大模型」2小时完全从0训练64M的小参数LLM！Train a 64M-parameter LLM from scratch in just 2h!
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.
Open Source
GitHub - ashishpatel26/500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code: 500 AI Machine learning Deep learning Computer vision NLP Projects with code
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.
AI Agents
Flowise
Flowise is a visual orchestration platform for prototyping AI agents, retrieval flows, and multi-step workflows without extensive coding, supporting Model Context Protocol experimentation.
AI Agents
n8n
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.
Site Discovery
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