---
title: "Deploy AgentOS"
description: "Multi-agent system with RAG and MCP agents. Powered by Agno."
category: "Other"
url: https://railway.com/deploy/agentos
---

# Deploy AgentOS

Multi-agent system with RAG and MCP agents. Powered by Agno.

**[Deploy AgentOS on Railway](https://railway.com/template/agentos)**

- **Creator:** Internal Agents
- **Category:** Other
- **Total deploys:** 14

## Template content

### agentos-railway-template

- **Source:** agno-agi/agentos-railway-template
- **Public domain:** Yes

### Postgres https://devicons.railway.app/i/postgresql.svg

- **Image:** ghcr.io/railwayapp-templates/postgres-ssl:18

## Documentation

# Deploy and Host AgentOS on Railway

AgentOS is a multi-agent system built with Agno featuring Knowledge (RAG) and MCP agents. Deploy AI agents that answer questions and connect to external services.

## Why Deploy AgentOS on Railway

Railway provides one-click deployment with automatic PostgreSQL provisioning, SSL, and custom domains. No infrastructure management needed.

## About Hosting AgentOS

This template deploys a FastAPI backend with PostgreSQL (pgvector) for vector storage. The Knowledge Agent answers questions using hybrid search. The MCP Agent connects to external services via Model Context Protocol.

## Common Use Cases

- Build AI-powered knowledge bases from your documents
- Create agents connecting to external tools via MCP
- Deploy multi-agent systems with persistent memory

## Dependencies for AgentOS Hosting

- OpenAI API key (required)
- PostgreSQL with pgvector (included)

### Deployment Dependencies

- [Agno Documentation](https://docs.agno.com)
- [AgentOS Guide](https://docs.agno.com/agent-os/introduction)

## Similar templates

- [Rocky Linux](https://railway.com/deploy/rocky-linux) — [Jul'26] Hosted Rocky Linux 9 workspace with SSH and persistent storage. 🚀
- [Foundry Virtual Tabletop](https://railway.com/deploy/X5tR6G) — A Self-Hosted & Modern Roleplaying Platform
- [Letta Code Remote](https://railway.com/deploy/letta-code-remote) — Run a Letta Code agent 24/7. No inbound ports, just deploy.

Open this page in a browser: https://railway.com/deploy/agentos