MAREF Integrations
Governance for your favorite tools — LangGraph, CrewAI, AutoGen, Claude Code, Cursor, and more.
Model Context Protocol
Anthropic's standardized tool-calling protocol. MAREF implements MCP on both sides — so every tool call your agent makes passes through the governance layer before it reaches its target.
- Multiple transports: Stdio, SSE, HTTP, In-Process
- Built-in MCP servers: File, Shell, Git, Browser, Email
- Governance layer: policy decision tree + CircuitBreaker + HMAC audit
How to Integrate
1. MCP Integration (Recommended)
For tools that support MCP (Claude Code, Cursor, Windsurf), configure MAREF as an MCP server — every tool call is governed in the loop.
2. Python Frameworks (LangGraph, CrewAI, AutoGen)
The protocol-level path works with these today: MCP for tool calls, A2A for inter-agent handoff. Native sidecar adapters are rolling out — the AutoGen adapter is shipped; LangGraph's is specified but not yet merged (see docs/quickstart §3.3).
3. Sidecar Deployment
Deploy MAREF as a sidecar service for Kubernetes or Docker, so every agent process inherits governance at the infrastructure layer.
Need Help with Integration?
Check our documentation for detailed integration guides.