AgentLed CLI
The automation engine built for AI agents. Give any MCP client workflows, persistent memory, and 100+ integrations — one API key.
Quick Start
# One command setup (opens browser, creates account, configures MCP) npx @agentled/cli setup # Or install globally first, then run setup npm install -g @agentled/cli agentled setup
What is AgentLed?
AgentLed is an automation engine designed for AI agents. Unlike traditional workflow tools (n8n, Zapier, Make) that require humans to build and maintain every step, AgentLed lets AI agents create, execute, and improve workflows autonomously.
What makes it different:
- 1.Business-level memory — Knowledge Graph stores company context, ICP definitions, scoring models, and workflow outcomes. Shared across all workflows and users. Every run compounds on the last.
- 2.User-level context — Individual preferences, conversation history, and personal workflow patterns. Each user gets a personalized automation experience within the shared business context.
- 3.100+ integrations, one credit system — LinkedIn, Hunter, CRMs, AI models, web scraping, video generation — all through unified credits. No API key juggling.
- 4.MCP-native — Works from Claude Code, Codex, Cursor, or any MCP client. Your AI assistant becomes a workflow operator.
Available MCP Tools
| Category | Tools |
|---|---|
| Workflows | create, update, add/remove steps, validate, publish, export, import |
| Executions | start, stop, retry, list, get execution details + timeline |
| Knowledge Graph | query edges, get rows by list, get rows by IDs, get text, scoring history, list knowledge bases |
| Testing | test AI actions, app actions, code actions |
| Snapshots | create, restore, delete, list snapshots + drafts |
| Chat | conversational workflow building with context |
| Workspace | get workspace info, branding, app actions, integrations list |
Example Workflows
Lead Enrichment & Outreach
agentled create "Find fintech CTOs in Europe, enrich via LinkedIn + Hunter, score by ICP fit, draft personalized outreach, save to Knowledge Graph"
VC Investor Matching
agentled create "Match this startup against our 2,000+ investor database. Score by sector focus, stage preference, check size. Compare with last round outcomes."
Content Production
agentled create "Scrape trending topics in our niche, generate 5 LinkedIn posts, create thumbnail images, schedule publishing for the week"
Credit System
One API key. All integrations run on unified credits.
| Capability | Credits | Without AgentLed |
|---|---|---|
| LinkedIn enrichment | 50 | LinkedIn API ($99/mo+) |
| Email finding (Hunter) | 5 | Hunter.io ($49/mo) |
| AI analysis (Claude/GPT) | 10–30 | Multiple API keys |
| Web scraping | 3–10 | Apify ($49/mo+) |
| Image generation | 30 | DALL-E / Midjourney |
| Video generation (8s) | 300 | RunwayML ($15/mo+) |
| Knowledge Graph storage | 1–2 | Custom infrastructure |
Two Layers of Memory
Other tools start from zero every run. AgentLed maintains two persistent memory layers:
Business-Level Memory
Company context shared across all workflows and users. ICP definitions, scoring models, client profiles, workflow outcomes, learned patterns. One workflow learns it — every workflow benefits.
Example: investor scoring accuracy improving from 62% → 89% over 12 runs with zero manual tuning.
User-Level Context
Individual preferences, personal workflow history, and conversation patterns. Each team member gets personalized automation within the shared business context. Your agent remembers how you work.
Example: your agent learns you prefer concise reports on Mondays and detailed analysis on Fridays.
Links
Pricing
Pro
€24–45/mo
For individuals and small teams getting started with AI workflows.
Teams
€87–118/mo
For teams running production workflows with Knowledge Graph and collaboration.
Enterprise
Custom
White-label, on-premise, dedicated support, custom integrations.