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Kitaru: Agent traces you can run, not just read. It is listed under Development & Code on AI Registry as a free tool.
The tools below are approved listings in the same category, ordered by how closely their tags match Kitaru. This is an automatic list. We have not written a researched verdict for Kitaru yet, so treat it as a shortlist and check each vendor's pricing page before switching.
Built from each tool's listing. Vendors can update their own listing after claiming it.
Agent framework for the JVM.
Embabel is an agentic AI framework for the Java Virtual Machine. It is written in Kotlin with a usage model intended to feel natural from Java, and its argument is that the qualities which matter once AI becomes mission critical, namely context handling, reliability, type safety, performance, observability and integrat...
The Juggler Code Agent
Juggler is a GUI first AI coding harness built by Julian Storer, the developer behind JUCE, Tracktion and Cmajor. It is a desktop interface and matching server for working with coding agents over long sessions, with every model transaction open to inspection. The backend is a native Go server, and the interface is typ...
A persistent workspace for development work that self-improves and continues beyond one session.
KiroCrew, written Kiro Crew by the vendor, is a persistent, open source development workspace from the team behind the Kiro IDE. It is built around agents that keep memory, lessons and skills between sessions so that work resumes instead of restarting. Corrections are turned into lasting lessons, and repeated workflow...
Universal memory layer for AI Agents.
MemMachine is an open source memory layer for AI agents. It lets applications store, recall and learn from data and preferences gathered in past sessions, so assistants can respond with context instead of starting every conversation from zero. The memory persists across sessions, agents and language models, and builds ...
Event-sourced graph runtime for durable and stateful agents
activegraph is an open source Python runtime for long running AI agents from Yohei Nakajima, the creator of BabyAGI. It records everything an agent does in an append only event log and projects that log into a live graph of beliefs, tasks, evidence, decisions and dependencies. The graph becomes the agent's world: what ...
Codex for Android, iOS & Mac.
Aether is an open source AI agent app for the phone and desktop, originally built for Android and now also available for iOS and macOS. It pairs a polished conversation interface, inspired by apps such as ChatGPT and Codex, with a local agent engine built on the Pi harness kernel, so the agent can run shell commands, c...