Agent Framework Comparison
Five frameworks for building and deploying AI agents. Each solves a different problem. Explore each, take the fit quiz, and see a real live API demo. No simulations dressed up as demos.
Explore Each Platform
Select a platform to see what it actually does, when to use it, and what it requires to run.
Human-in-the-loop agentic framework. Automate the repetitive work, keep humans on decisions that matter.
What it is
Multi-model agentic architecture built on LangChain, Next.js, TypeScript, Python, and Weaviate/Pinecone. Designed for business workflows where speed, accuracy, and accountability all matter. RAG, intent routing, human approval gates, and observability built in by design. Not an open-source runtime you run yourself — Virgent builds and operates it for you, integrated into your existing stack. Live production example: Cadderly.
Use when
- • Fast measurable ROI without full autonomy risk.
- • Workflows involve consequential decisions (hiring, outreach, financial, legal).
- • Observability, multi-model fallback, and human approval gates are required.
- • You want a managed production stack — no server processes, no ops overhead.
Avoid when
- • You specifically need a self-hosted persistent bot with long local memory.
- • Purely scheduled background execution with no human touchpoint whatsoever.
Quick Fit Quiz
Three questions, one recommendation.
1. What best describes what you need to automate?
Pros, Cons, Value Props, and Pain Points
Not everything needs 24/7 autonomous runtime. Choose based on utility, cost, and risk.
| Framework | What it actually is | Best for | Main cons | Demo / Docs |
|---|---|---|---|---|
| OpenClawaka Clawd, Clawdbot, Moltbot270k+ GitHub stars | Node.js gateway that bridges 20+ messaging apps to any AI model. Runs 24/7. Extended by SKILL.md packs (3,200+ on ClawHub). | Personal or team assistant available everywhere you chat, with tool and integration skills. | Always-on server required. You manage updates, Docker, and skill lifecycle. | OpenClaw LaunchHosted, $3/mo |
| OpenFangRust-based | Runs autonomous agents called Hands on cron schedules — no user prompt needed. 7 pre-built Hands (Lead, Clip, Collector...). WASM sandbox, 16 security layers. | Scheduled, unattended background automation with strict runbooks and high performance. | No public hosted demo. Higher ops burden. Risky without strong governance on autonomous actions. | openfang.shSelf-hosted only |
| HermesNous Research, 7,969+ stars | Self-hosted agent with cross-session persistent memory in ~/.hermes/. Multi-platform gateway. FTS5 recall + LLM summarization. Zero telemetry. MIT. | Long-lived personal or team agent where data residency is non-negotiable and context must persist across sessions. | No hosted option. You own security, uptime, and ops entirely. No enterprise SLA. | GitHubInstall required |
| ElizaOSTypeScript framework, 17,800+ stars | Developer framework (@elizaos/core npm). You write TypeScript to build multi-agent apps. Plugin system (62+ plugins), RAG, Discord/Telegram/Twitter/Farcaster channels, model agnostic. Eliza Cloud in beta. | Developers building code-first multi-agent TypeScript apps. Web3/on-chain agents. Rich plugin ecosystem for custom extensions. | Not a no-code tool — requires writing code. Heavier setup than plug-and-play frameworks. Web3 roots may feel out of place for purely business use. | elizaos.aiEliza Cloud (beta) |
| Virgent HITLHuman-in-the-Loop | Managed multi-model agentic framework (LangChain, Next.js, TypeScript, Python, Weaviate/Pinecone). RAG, intent routing, approval gates, observability. You do not run it yourself. | Business workflows where speed and accuracy matter and humans need to stay in control of consequential decisions. | Requires upfront workflow design. Not the right choice for fully autonomous unattended execution. | CadderlyLive production app |
Architecture Overview
What do you need to build?
│
▼
Pick the right framework:
│
├── OpenClaw: Message → Node.js Gateway → Model Provider → Skills → Channel Response
│ (Clawd/Clawdbot → Moltbot → OpenClaw — same project, renamed)
│
├── OpenFang: Cron Trigger → Capability Pack (Hand) → Autonomous Loop → WASM Sandbox → Audit
│
├── Hermes: CLI/Messaging Gateway → Long Local Memory (FTS5) → Scheduled Task → Output
│
├── ElizaOS: Code (@elizaos/core) → Plugin System → Multi-Agent Orchestration → Channels
│
└── Virgent HITL: RAG → Intent Classification → Multi-Model Router → Human Approval Gate → Response
│
▼
Execution + Observability + OutcomeLive Demo: Real Agent Action
Not a simulation. Pulls live available slots from Cal.com v2 API right now. This is what an agent scheduling skill actually executes.
Full booking, reschedule, and cancel demo at Cal.com Agent v2 Demo.
What Is Live Here vs What Needs a Server
Live on this page right now
- • Framework selector and profile explorer.
- • Fit quiz with instant recommendation.
- • Real Cal.com slot fetch via API v2.
Requires you to run something yourself
- • OpenClaw: Docker gateway, always-on. Or use OpenClaw Launch ($3/mo).
- • OpenFang: Rust runtime, cron-scheduled Hand execution. No hosted option.
- • Hermes: systemd server process, local storage. No hosted option.
- • ElizaOS: Node.js app you build and deploy. Eliza Cloud in beta.
- • Virgent HITL: nothing on your end — Virgent runs it. Live at cadderly.com.
Need a human-in-the-loop agentic framework that actually ships?
We build the Virgent HITL stack for your business — managed, observable, integrated. No server processes, no ops overhead on your end.
See Cadderly or book a sessionSources
References for runtime claims and implementation guidance.
OpenClaw (aka Clawd / Clawdbot / Moltbot)
OpenClaw GitHub (270k+ stars)OpenClaw Launch — hosted, $3/moOpenClaw history and naming guideOpenClaw gateway runbookOpenClaw gateway configuration referenceOpenClaw skills docsHermes (Nous Research)
Hermes GitHub (7,969+ stars)Hermes Agent main siteHermes messaging gateway docs