Memrail is framework-agnostic. It integrates with your existing agents, LLMs, and orchestration - adding governance without replacing infrastructure.
SDKs
Instrument events, evaluate directives, and execute actions from any Python application or agent framework.
View documentationFull decision authority for Node.js services, serverless functions, and TypeScript-based agent frameworks.
View documentationZero-cost decision authority for latency-sensitive systems, embedded runtimes, and high-throughput pipelines.
Coming SoonIntegrations
Deterministic decision authority for Bedrock-powered agents.
Governed autonomy for Agentforce-powered customer operations.
Decision authority for agents built with OpenAI's Agents SDK.
Governed decision points for LangChain chains and LangGraph agent workflows.
Decision authority for agents built on Microsoft's AI Foundry platform.
Governance layer for agents built with Google's Agent Development Kit.
Governed decision-making for AI agents operating within Snowflake's data ecosystem.
Also Compatible
Memrail works with any agent framework that can make an HTTP call at a decision point.
Using a stack not listed here? Memrail works with any system that can make an HTTP call at a decision point.
Talk to usPartnership
Build a governed AI integration on Memrail. Get a featured integration page, co-built reference architecture, and dedicated engineering support.