Melra

Melra is an open-source local runtime that manages AI agent tool calls by enforcing policies, requiring approvals for risky actions, verifying results, and preventing blind retries after timeouts. It facilitates safe, auditable, and reliable execution of AI autonomous agent commands by acting as an intermediary execution layer that integrates with various AI agent clients supporting the Model Context Protocol.