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EffGen: effGen: Enabling Small Language Models as Capable Autonomous Agents. 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 EffGen. This is an automatic list. We have not written a researched verdict for EffGen 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.
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 ...
Mobile app automation and verification for AI coding agents.
Agent Device is an open source device automation tool from Callstack that lets AI coding agents operate and verify real apps on iOS, Android, TV and desktop targets. It applies the patterns that made browser automation practical for web agents to native mobile and TV apps, so an agent can open an app, read the screen, ...
Minimal kernel to make any AI coding agent stateful.
Agent Kernel is a minimal way to make any AI coding agent stateful, using three markdown files and a git repository instead of a framework or database. You clone the repository, start a coding agent inside it and talk to it; the agent reads the kernel, recognizes that it is new, asks who it should be, and from then on ...
AgentRQ: Human-in-loop realtime conversational task manager for AI Agents.
AgentRQ is a human in the loop task manager for AI agents. It gives autonomous coding agents such as Claude Code a real time channel to the person supervising them: agents assign tasks and questions to the human, the human assigns tasks back, and both sides keep working in parallel. It is aimed at developers running o...
Execution-Layer Security (ELS) for AI agents — policy-enforced shell with audit.
agentsh, short for agent shell, is an execution layer security gateway for AI agents. It sits underneath an agent or harness, intercepts file, network and process activity at the system call level, and applies a deterministic policy to every operation regardless of what the prompt, tool output or user says. The premise...
Minimal typescript agent framework that keeps it simple and gives you control - no BS
AXAR AI is a lightweight, open source framework for building agentic applications in TypeScript. It installs from npm as a single package and aims to let developers write LLM powered agents with ordinary coding practices rather than a large set of abstractions, keeping setup minimal and leaving the developer in control...