Ecosystem

Koog

Koog is a JVM (Java and Kotlin) framework for building predictable, fault-tolerant and enterprise-ready AI agents across all platforms – fro...

Osaurus

Own your AI. The native macOS harness for AI agents -- any model, persistent memory, autonomous execution, cryptographic identity. Built in...

Unity MCP

Unity MCP acts as a bridge between AI assistants and your Unity Editor. Give your LLM tools to manage assets, control scenes, edit scripts,...

Pydantic Resolve

pydantic-resolve is a progressive data assembly framework which follows the stye of clean architecture

Scrapling

🕷️ An adaptive Web Scraping framework that handles everything from a single request to a full-scale crawl!

Jumpstarter

Hardware testing for the software world. Real or virtual, local or remote, human, automated or agentic.

Kitaru

Record, replay, and improve AI agents in production, built on ZenML

Android Agent

Open-source Android device automation framework — control real phones via ADB with Python skills, a Vue dashboard, and LLM-powered tooling

Facebook Ads Library MCP

MCP Server for Facebook ADs Library - Get instant answers from FB's ad library

Comunica

📬 A knowledge graph querying framework for JavaScript

Redis Vl Python

Redis Vector Library (RedisVL) -- the AI-native Python client for Redis.

Atomicmemory

Portable semantic memory for AI agents: core engine, TypeScript SDK, framework adapters, MCP server, CLI, and host plugins.