n8n Alternative
You already know n8n.
Here's what comes next.
n8n is a powerful tool for trigger-action workflows. AgentLed is built for something different: AI workflows that reason, remember, and execute autonomously — while your team reviews and approves results.
The core difference
n8n
Trigger → Action
You design the flow. You configure each node. You handle errors. You maintain it when APIs change. Great for deterministic, rule-based integrations between SaaS tools.
AgentLed
Goal → Autonomous Execution
You define the goal. AI reasons through each step, adapts when things fail, and remembers what it learned. You review and approve the output. No node maintenance.
Feature comparison
| Feature | AgentLed | n8n |
|---|---|---|
| Persistent Memory | Knowledge Graph stores entities, relationships, and insights across runs — workflows learn over time | No built-in memory between executions |
| AI Reasoning | AI at every step: multi-model (Claude, GPT, Gemini, Mistral, DeepSeek), reasoning before acting | AI available as nodes, but logic is still node-based and deterministic |
| Error Recovery | AI analyzes failures and retries with corrections automatically | Manual error handling with retry nodes — you configure each case |
| Workflow Creation | Describe what you want in natural language — AI builds the pipeline | Visual node editor, drag and drop — powerful but manual |
| MCP Support | Native MCP server — trigger workflows from Claude Code, Cursor, Codex, Windsurf | No MCP support |
| White-Label | Full white-label: custom domain, logo, colors — deploy to clients in minutes | Self-hosted with custom branding — requires DevOps setup |
| Credits & Billing | One credit system for 100+ integrations — no API key management | Bring your own API keys for each service |
| Human-in-the-Loop | Built-in approval gates — AI drafts, you review before publish/send | Possible via webhooks, but requires custom setup |
| Self-Hosted | Cloud (enterprise on-premise available) | Self-hosted or cloud |
| Open Source | MCP server is open source on npm | Core is open source (fair-code license) |
Who should switch to AgentLed
Agencies building for clients
White-label deployment in minutes. Your clients see your brand. You keep the margin. No DevOps required.
Teams building AI-first workflows
n8n treats AI as a node. AgentLed treats AI as the engine. If your workflow needs reasoning, memory, or adaptive retry — you need AgentLed.
Developers using Claude Code or Cursor
AgentLed ships a native MCP server. Trigger and inspect workflows directly from your AI coding environment. No context switching.
Founders who want to ship faster
Describe the workflow in natural language. AgentLed builds it. No node-by-node configuration, no API key juggling.
When to stay on n8n
- •You need full self-hosting control and want to run everything on your own infrastructure
- •Your workflows are primarily trigger-action integrations between SaaS tools with no AI reasoning
- •You prefer a visual node editor for building and debugging
- •You already have your own API keys and want direct per-provider cost control
Migrate from n8n in minutes
AgentLed includes a built-in n8n import tool. Export your n8n workflow as JSON, preview how it maps to AgentLed steps, then import. No rebuilding from scratch.
Via MCP (Claude Code / Cursor)
# Step 1: Preview the import (dry run — no changes)
"Use preview_n8n_import with this workflow JSON: { ... }"
# Step 2: Import and enhance
"Use import_n8n_workflow to import my n8n workflow
and add AI scoring at the lead qualification step"After import, you can enhance the workflow with Knowledge Graph memory, AI reasoning steps, and unified credits — capabilities that don't exist in n8n.
Native MCP server
AgentLed ships an open-source MCP server. Install it once and your AI coding environment can trigger, inspect, and manage workflows without leaving the editor.
npx @agentled/mcp-server@latest init
Works with Claude Code, Cursor, Codex, Windsurf, and any MCP-compatible client.
Ready to try it?
Set up your first AgentLed workflow in 5 minutes. If you want help migrating a specific n8n workflow, book a call — we'll migrate it for you.