Built for production workloads
From high-volume customer support to real-time trading systems. Infrastructure that scales with your ambition.
How MoltInfra Works
Production infrastructure that sits between your application and OpenClaw. Optimizing, scaling, and monitoring automatically.
Deploy Your Agent
Connect your OpenClaw agent to MoltInfra with a few lines of code. No infrastructure changes required.
import { MoltInfra } from '@moltinfra/sdk';
const agent = await client.agents.create({
name: 'my-agent',
model: 'claude-3-sonnet',
config: { cache: { enabled: true } }
});Automatic Optimization
MoltInfra instantly analyzes request patterns, caches responses, and optimizes API calls, reducing costs by 30-50%.
- Semantic caching with 95%+ hit rates
- Request batching and deduplication
- Intelligent prompt compression
- Token usage optimization

Scale Effortlessly
As demand grows, MoltInfra auto-scales across multiple regions, maintaining sub-100ms latency worldwide.
- Multi-region deployment (US, EU, APAC)
- Kubernetes-native auto-scaling
- Automatic failover and load balancing
- Handle 100,000+ requests/minute

Monitor & Optimize
Real-time insights into performance, costs, and usage patterns help you optimize your agents continuously.
- p50, p95, p99 latency tracking
- Per-agent cost attribution
- Distributed tracing with OpenTelemetry
- ML-based anomaly detection

The MoltInfra Advantage
Enterprise-grade infrastructure that delivers measurable improvements from day one.
30-50% Cost Reduction
Intelligent caching and request optimization dramatically reduce API costs without sacrificing quality.
Sub-100ms Latency
Multi-tier caching and edge deployment ensure lightning-fast responses for your users globally.
Zero DevOps Overhead
Fully managed infrastructure means you focus on agent logic, not servers, scaling, or monitoring.
99.9% Uptime SLA
Enterprise-grade reliability with automatic failover, health monitoring, and disaster recovery.
Production Security
SOC 2, GDPR, and HIPAA compliance built-in, with mTLS, encryption, and comprehensive audit logs.
5-Minute Setup
Drop-in SDK integration gets you from zero to production in minutes, not weeks.
Simple Architecture, Powerful Results
MoltInfra sits between your application and OpenClaw, handling all the infrastructure complexity.
Everything you need to build production agents
Drop-in infrastructure layer that transforms basic OpenClaw agents into production-ready systems
Intelligent Caching
Reduce costs by 30-50% with semantic caching, response streaming, and intelligent request deduplication.
Memory & State
Persistent conversation history and context-aware retrieval. Agents that remember and learn.
Multi-Agent Systems
Built-in coordination, workflow orchestration, and shared knowledge pools for complex agent interactions.
Real-time Analytics
Performance monitoring, cost tracking, conversation quality metrics, and debugging infrastructure.
Character Engine
Create unique personalities with behavioral traits and communication styles that remain consistent.
Enterprise Security
Rate limiting, PII detection, audit logs, access control, and compliance reporting built-in.
