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Rusty Memory

Provides a minimal, local-first Rust vector-memory server for AI agents, integrating seamlessly with Qdrant and Ollama.

About

Rusty Memory offers a straightforward, local-first memory solution designed for coding agents and developers. It eliminates the complexities of intricate setups, expensive API keys, or extensive configuration, providing a ready-to-use vector-memory stack. By treating Ollama as a first-class embedding provider, it supports cost-effective, local embeddings and vector storage, making it ideal for hobbyists and those new to agentic coding.

Key Features

  • Zero-drama setup with a single Rust binary and Qdrant.
  • Local-first embeddings via Ollama by default, with support for hosted models.
  • Intentional minimalism with modular design for easy reasoning and extension.
  • Dual interface: both HTTP API and MCP server for diverse client interactions.
  • Automatic, model-aware token chunking and deterministic embedding.
  • 0 GitHub stars

Use Cases

  • Integrating vector search capabilities into local AI projects.
  • Building and powering memory for coding agents.
  • Developing agentic applications with a cost-effective, out-of-the-box memory stack.