OpenClaw + ZentisLabs: AI Infrastructure

OpenClaw is an open-source AI agent framework that gives language models the ability to control your infrastructure through natural language. Think of it as giving your AI assistant hands - it can SSH into servers, manage deployments, monitor systems, and orchestrate complex workflows autonomously.

How Agents Use ZentisLabs

Agent frameworks connect language models to tools - HTTP APIs, shell commands, browsers - through function calling or the Model Context Protocol (MCP). ZentisLabs plugs in as a clean REST API: give your agent an API key and it can generate proxies, list them, and check usage as part of any workflow.

Connecting OpenClaw to ZentisLabs

Integration is straightforward. Give your OpenClaw instance your ZentisLabs API key, and your AI agent can:

• Generate residential, mobile, and datacenter proxies on demand (POST /api/v1/proxies/generate)
• List the proxies it has generated (GET /api/v1/proxies/list)
• Check bandwidth balances per product (GET /api/v1/usage)
• Run on its own ZentisLabs server: OpenClaw is a one-click app, connected to Discord, Telegram, or WhatsApp
• Work directly on that server with full root access - install packages, deploy code, restart services

Example Workflow

Here's how a typical OpenClaw + ZentisLabs interaction looks:

You: "Set up a scraper on this server with German residential proxies"

OpenClaw (running on your ZentisLabs server in Frankfurt):
1. Installs Python + Playwright
2. Calls POST /api/v1/proxies/generate for DE residential proxies
3. Deploys the scraping script with proxy rotation
4. Sets up PM2 for process management
5. Reports back in Discord: "Scraper running with 10 DE proxies"

Real-World Use Case: Autonomous Scraping Pipeline

Imagine telling your AI: "Set up a scraping pipeline for competitor pricing across EU markets." OpenClaw, running on your Frankfurt server, would install Playwright, generate residential proxies targeting DE/FR/NL/IT/ES through the API, deploy the scraper, monitor results, and message you on Discord, Telegram, or WhatsApp when the data is ready - all without manual intervention.