Build Tools That Learn Together
MUR enables AI assistants to continuously learn from developer interactions, building shared intelligence across CLI tools.
What is MUR?
MUR takes its name from murmuration - the mesmerizing phenomenon where thousands of starlings fly together in perfect harmony, each bird learning from its neighbors to create something greater than the sum of its parts.
Just like starlings in a murmuration, MUR helps AI assistants learn from each other. When one tool discovers a better way to help a developer, that knowledge flows to every connected assistant - creating a living, breathing ecosystem of shared intelligence.
Our Products
MUR
Continuous learning for AI assistants
The open-source engine that powers cross-CLI learning. MUR v2 captures interaction patterns, searches them semantically, and injects them into 16+ AI tools automatically. Features pattern lifecycle, workflow engine, emergence detection, and hybrid semantic search.
MUR Commander
Autonomous workflow execution agent
Built on MUR patterns. Constitution-bound, multi-model orchestrated, fully auditable. v0.2.0 delivers 5-phase execution (Plan → Validate → Execute → Verify → Report), security-hardened with Ed25519 constitution signing, and battle-tested with 447 tests.
Why MUR?
Cross-CLI Learning
Insights from one tool improve all your AI assistants. Work smarter across your entire toolkit.
Privacy First
Your code stays on your machine. Only anonymized learning patterns are shared - never source code or secrets.
Open Source
Transparent, community-driven development. Review the code, contribute features, and help shape the ecosystem.