Full isolated Agno AgentOS

AKUT Web

Agents, Teams, Workflows, persistent Sessions, Memory, Learning, Knowledge/RAG, local LanceDB vectors, Guardrails, HITL approvals, Evals, Tracing, Scheduler, Registry, AgentOS job queue, MCP, AG-UI and A2A — backed by the existing Gemini + ChatGPT browser-provider queue without API keys.

Providers

Gemini + ChatGPT · auto

Orchestration

3 Agents · 1 Team · 2 Workflows

State

Sessions · Memory · Learning

Knowledge

Agno Knowledge + LanceDB

Operations

Tracing · Evals · Scheduler · Registry

Job queue

in-process · non-durable

Safety

Guardrails · HITL · Checkpoints

Interfaces

MCP · AG-UI · A2A

MCP Auth

OAuth

MCP /mcp

AG-UI /agui

A2A /a2a

/mcp/server-card

/healthz

/docs