# AgentLed > The automation engine built for AI agents. AgentLed is a workflow automation platform where AI agents own, manage, and improve workflows. It provides 100+ integrations through a unified credit system, persistent memory via Knowledge Graph, and works with Claude Code, Codex, or any MCP client. ## Core Concepts - **AGENTS.md**: Agent configuration file defining identity, tools, and workflows - **SOUL.md**: Agent personality and decision rules (tone, constraints, behavior) - **Heartbeat**: Scheduled execution cadence (e.g., every 48h) - **Knowledge Graph**: Persistent memory that stores context across executions - **Unified Credits**: One API key, one credit system for 100+ services ## For Developers - MCP Server: `npx -y @agentled/mcp-server` - CLI (interactive install): `npx @agentled/cli setup` — opens a browser to create an account and configure MCP automatically - CLI (headless / agents): get an API key at https://www.agentled.app → Workspace Settings → Developer, then set `AGENTLED_API_KEY` and invoke the MCP server directly: `npx -y @agentled/mcp-server` - Verify install: `agentled --version` - Requirements: Node.js 18+ - npm (CLI): https://www.npmjs.com/package/@agentled/cli - npm (MCP server): https://www.npmjs.com/package/@agentled/mcp-server - GitHub: https://github.com/agentled/mcp-server ## Key Pages - Homepage: /en - Pricing: /en/pricing - Use Cases: /en/what-we-solve - Developers: /en/developers - Documentation: /en/docs - Quick Start: /en/docs/quick-start - Blog: /en/blog - Contact: /en/contact-us ## Use Cases - Lead Generation & Outbound - Content & SEO Automation - Recruiting & Talent Sourcing - Investor Matching - Content Publishing - Custom Multi-Agent Workflows ## White-Label AgentLed supports white-label deployment with custom domain, logo, and colors. Clients never see the AgentLed brand. ## Tech Stack - Built with Next.js 14, React, TypeScript, Tailwind CSS - Internationalization via next-intl (en, es, fr) - GDPR compliant, data stays in EU