Wax
MCPSingle-file on-device memory MCP server for AI agents with sub-millisecond RAG on Apple Silicon using Metal optimization.
Install
git clone https://github.com/christopherkarani/WaxStars
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About
Chat dies. Wax does not. One local .wax file for Claude, Codex, Hermes, Cursor, and Apple Foundation Models. Searchable memory on disk. No account. No hosted vector DB.
Wax is a shared memory file for agents and on-device models.
The store is one file. Documents, FTS5 text search, CoreML vectors, and a WAL live inside it. iCloud or AirDrop the file to another Mac or iPhone. Identical MCP servers share one broker daemon automatically; a differently-configured second process fails fast with sharing guidance, so two or more hosts share `http://127.0.0.1:3000/mcp`.
What you get that a host scratchpad does not:
30-day stars
Trust factors
- Source
- community
- Known advisories
- 0
- Maintenance
- active
- License
- Apache-2.0
- Age
- 8 months
memorydeveloper-tools#memory#rag#apple-silicon#metal#swift#on-device#vector-search#embeddings#ai-agents#cli#coreml#coreml-framework#data-science#machine-learning#mcp#memory-cache#memory-hacking#on-device-ai#rag-pipeline#vector-database#vector-embeddings#vectordb