The learning layer for AI coding tools
The only tool that captures patterns from your AI sessions, evolves them over time, and syncs them to 16+ tools automatically. Not static rules. Not generic memory. A living system that gets smarter as you code.
brew tap mur-run/tap && brew install murAlso available via cargo install · macOS, Linux, Windows
The Problem MUR Solves
Without MUR
Day 1:
"Use Swift Testing instead of XCTest"
Day 3:
"Use Swift Testing instead of XCTest"
Day 7:
"Use Swift Testing instead of XCTest"
🔄 Endless repetition. AI never learns.
With MUR
Day 1:
"Use Swift Testing instead of XCTest"
✓ Pattern saved automatically
Day 3:
"Write tests for this function"
→ AI already uses Swift Testing
Day 7:
"Add more test coverage"
→ AI knows all your conventions
✨ Zero repetition. Continuous learning.
Works with 16+ AI tools
One pattern library, every AI assistant
How it works
Install & Setup
One command to install. mur init sets up your config. mur sync connects to your AI tools.
Use AI Normally
Work with Claude, Cursor, or any supported tool. MUR watches and learns in the background.
AI Gets Smarter
Patterns are automatically injected. Your AI remembers your preferences forever.
What makes MUR different
Rules sync tools write static config files. Memory frameworks store generic data. MUR is the only closed-loop system that learns, evolves, and syncs.
🔄 Closed-Loop Learning
Session recording → pattern extraction → injection → feedback → evolution. The full loop, automated.
🧬 Pattern Evolution Engine
Time decay, maturity lifecycle (Draft→Canonical), genetic evolution. Patterns that work get stronger. Stale ones fade. No competitor has this.
🔍 Hybrid Semantic Search
Vector similarity (70%) + BM25 keywords (30%) + multi-factor scoring. More precise than pure vector search.
📁 YAML + Git Friendly
Human-readable patterns you can version control. No opaque database lock-in. Rebuild the index anytime with mur reindex.
🔒 100% Local First
All data stays on your machine. Zero telemetry. Injection scanning + content hashing for security. Cloud sync is optional.
⚙️ Workflow Engine
Multi-step workflows with variables and permissions — extracted from sessions or defined manually.
🌊 Emergence Detection
Cross-session behavior fingerprinting discovers recurring themes you didn't know existed.
👥 Team & Community
Share patterns across your team or discover community-contributed patterns.
⚡ One Command Setup
mur init configures everything. Works invisibly in the background after that.
🧩 Model Library
Connect any provider — cloud (Anthropic, OpenAI, OpenRouter…) or local (Ollama, MLX, LM Studio). Models are auto-discovered, pricing auto-fills from models.dev, and keys stay in your Keychain.
Simple Pricing
Free forever for individuals. Paid plans for teams.
Free
🎉 Includes 90-day Pro trial
Full Pro features free for 90 days
- ✓ Unlimited patterns
- ✓ All 10+ tool integrations
- ✓ LLM-powered extraction
- ✓ Semantic search
- ✓ Local dashboard
- ✓ Community patterns
Invite friends, get rewarded
Share your referral link and both of you benefit.
Get your referral link via mur referral or app.mur.run
Share the link with a friend
Friend signs up via GitHub, GitLab, Bitbucket, or Gitee
After 7+ days active, both of you get rewarded
Free & Trial users
Get +30 days of Pro trial per qualified referral. Up to 3 referrals (= +90 days).
Pro & Team users
Get +1 device slot per qualified referral. Up to 3 bonus slots.
⚠️ A referral is "qualified" when your friend has been active for 7+ days.