Claude 5 by Anthropic is a breakthrough: 95% on SWE-bench, 1M token context window, and native tool use. But Claude 5 alone is still a single agent. To build real multi-agent systems โ where agents research, write, review, and deploy code in teams โ you need an orchestrator.
That's where Hermes Agent comes in. Hermes provides the scaffolding: multiple agent workers, persistent tool loops, subagent delegation, and file system access. Together, they form a complete multi-agent operating system.
Download and install Hermes Desktop โ your local agent host. It runs on macOS, Windows, and Linux, including WSL.
# Download from GitHub Releases
curl -LO https://github.com/NousResearch/hermes-desktop/releases/latest
# Or install via pip
pip install hermes-agent
Hermes supports multiple model providers. Add Claude 5 via Anthropic's API. During the free period, you get $50+ in free credits.
# ~/.hermes/providers.yaml
providers:
claude5:
model: claude-5-opus-20260601
api_key: ${ANTHROPIC_API_KEY}
max_tokens: 1000000
Define agent roles in a Hermes profile. Each agent gets a different role, model, and tool set.
# multi-agent-team.yaml
agents:
architect:
model: claude5
role: "System architect โ designs the solution"
coder:
model: claude5
role: "Implementation โ writes the code"
reviewer:
model: claude5
role: "Code review โ finds bugs and edge cases"
tester:
model: claude5
role: "Testing โ writes and runs unit tests"
Start Hermes with the team profile. Agents coordinate automatically โ the architect designs, the coder implements, the reviewer checks, the tester validates.
hermes run --profile multi-agent-team.yaml \
--task "Build a Stripe invoice webhook handler"
Connect Hermes to Obsidian for cross-session memory. Agents remember decisions, code patterns, and business context across sessions.
# ~/.hermes/memory.yaml
memory:
backend: obsidian
vault: /path/to/your/vault
auto_save: true
Claude 5 generates 10 product ideas โ Hermes subagents research each one โ Claude 5 validates against market data โ Hermes writes the business plan. End-to-end from prompt to document.
Push a PR โ Hermes triggers Claude 5 review agent โ Claude checks for bugs, security issues, and style violations โ Hermes posts results to Slack/Telegram โ Auto-assigns fixes to a coder subagent.
Claude 5 writes the analysis skeleton โ Hermes dispatches research queries to Gemini and GPT-4o โ Synthesises results โ Generates a report with citations. All orchestrated, all in one session.
Onboard your Claude 5 + Hermes agents with your business data. Knowledge graph + 20+ prompts. From ยฃ299.
Escalation infrastructure for autonomous agents. Claude 5 flags uncertainty; you approve/reject. From ยฃ49/mo.
Log every Claude 5 tool call for compliance, debugging, and SOC 2 readiness. From ยฃ49/mo.
Monitor Claude 5 + Hermes agent outputs for drift, hallucinations, and compliance violations. From ยฃ49/mo.
Pre-built Claude 5 + Hermes configurations for small business workflows. 5-min setup. From ยฃ199.
Persistent context across Claude 5 sessions. Included in all agent products.
Claude 5 is totally free right now. Hermes Desktop is open-source and free forever. Build your first multi-agent workflow in 30 minutes โ no credit card needed.
๐ Hermes Docs โ ๐ Get AgentReady Setup โ ๐ป Free Local AI โYes. Anthropic is offering Claude 5 (Opus tier) at no cost until June 22, 2026. After that it reverts to the paid Claude Pro plan at $20โ$30/month. The free period gives you about $50+ of API credits to test multi-agent workflows.
Claude 5 is cloud-only via Anthropic's API. However, Hermes Agent supports Ollama + local models as a fallback โ so you can build your workflow locally and swap in Claude 5 for the heavy lifting. See our Free Local AI guide.
You can still use Claude 5 on the paid plan (ยฃ20โ30/mo), or switch to other API providers (GPT-4o, Gemini 2.5 Pro, local Ollama models) โ Hermes supports all of them. The patterns in this guide work with any model.
Claude 5 has some native agent capabilities (tool use, sub-agent-like features), but proper multi-agent orchestration โ with subagent delegation, persistent memory, skills plugins, and cross-session context โ requires an orchestrator like Hermes. Think of Claude 5 as a brilliant engineer and Hermes as the OS that lets you run a whole team of them.