Ratary Memory MCP
- 1 repo stars
- Updated July 20, 2026
- ontorata/ratary
Enable AI assistants to maintain persistent coding memory with hybrid search and graph-based context retrieval across sessions.
About
Ratary is a persistent coding memory system for AI assistants. Maintains searchable context of code patterns, decisions, and solutions via hybrid search and knowledge graphs, enabling agents to improve outputs across sessions with accumulated experience.
- Persistent memory API
- Hybrid search capability
- Graph-based context
- Code-focused memory
- Session persistence
Ratary Memory MCP by the numbers
- Data as of Jul 21, 2026 (Skillselion catalog sync)
terminal
claude mcp add --env RATARY_API_KEY=YOUR_RATARY_API_KEY --env RATARY_BASE_URL=YOUR_RATARY_BASE_URL ratary -- npx -y @ratary/mcp-serverAdd your badge
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| repo stars | ★ 1 |
|---|---|
| Package | @ratary/mcp-server |
| Transport | STDIO |
| Auth | Required |
| Last updated | July 20, 2026 |
| Repository | ontorata/ratary ↗ |
What it does
Enable AI assistants to maintain persistent coding memory with hybrid search and graph-based context retrieval across sessions.
Who is it for?
AI-driven coding tools and assistants that need to learn and remember code patterns across development sessions.
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