#32 · Primary category: Vector Databases

Wax

ai-agents cli coreml coreml-framework data-science machine-learning mcp mcp-server memory memory-cache memory-hacking metal on-device-ai rag rag-pipeline swift vector-database vector-embeddings vector-search vectordb

Shared Single-file memory layer for all your agents, sub mili-second RAG over text, photo and video on Apple Silicon.. No Server. No API. One File. Pure Swift

Project last updated:08/29/26

GitHub Stars

790

Forks

50

Contributors

10

License

Apache-2.0

Why we included this project

Wax is a Swift vector store that lives in a single .wax file and gives every agent on an Apple Silicon Mac a shared memory. There is no hosted database to stand up: you point Claude, Cursor, Codex, or any MCP client at the local file, and they all read and write to the same store. Because it also ships as a Swift package, you can embed it in an iOS or macOS app and get on-device semantic search over notes, photos, and video without a server or network call. If you run several agents on one machine, this keeps facts and decisions consistent across them, and iCloud or AirDrop sync lets you carry the same memory to another Mac. It is a practical pick for local-first retrieval when you do not want to operate a separate database service.

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