Top GENAI GitHub Repositories & Tools (2026)

The Memory Layer for AI Agents - Drop-in memory infrastructure for AI agents and apps. Context that persists. Built for production.

How Python does AI. Agents, realtime voice, image generation, embeddings. Every model, every interface, typed end to end.

Standardized Distributed Generative and Predictive AI Inference Platform for Scalable, Multi-Framework Deployment on Kubernetes

[EMNLP2025] LightRAG: Simple and Fast Retrieval-Augmented Generation

An open-source, code-first Python toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control.

Lemonade helps users discover and run local AI apps by serving optimized LLMs right from their own GPUs and NPUs. Join our discord: https://discord.gg/5xXzkMu8Zk

Agent framework for the JVM. Pronounced Em-BAY-bel /ɛmˈbeɪbəl/

Build, run and scale AI agents like API and microservices

#1 Persistent memory for AI coding agents based on real-world benchmarks

📦 Repomix is a powerful tool that packs your entire repository into a single, AI-friendly file. Perfect for when you need to feed your codebase to Large Language Models (LLMs) or other AI tools like Claude, ChatGPT, DeepSeek, Perplexity, Gemini, Gemma, Llama, Grok, and more.

MCP Toolbox for Databases is an open source MCP server for databases.

LLPhant - A comprehensive PHP Generative AI Framework using OpenAI GPT 4. Inspired by Langchain

An open-source project for Windows developers to learn how to add AI with local models and APIs to Windows apps.

The most accurate, cheapest and fastest memory for coding agents: searchable session history from Claude Code, Codex, Cursor and 32 more agents, already on your disk. No LLM, one Go binary.

A scalable inference server for models optimized with OpenVINO™

AMWScan (PHP Antimalware Scanner) is a free tool to scan php files and analyze your project to find any malicious code inside it.

DevoxxGenie is an agentic plugin for IntelliJ IDEA that uses local LLM's (Ollama, LMStudio, GPT4All, Jan and Llama.cpp) and Cloud based LLMs to help review, test, explain your project code. Latest version now also supports Spec Driven Development with CLI Runners.

Unified LLM API, structured data outputs with LLMs, and agent SDK - in PHP

The backend agents build with - Multimodal database, orchestration, and serving in one file

The practices that made software work didn't stop working. They stopped keeping up. PAAD brings them back at AI speed.