Mnemo: MCP memory database for AI agents in Rust

Mnemo is a native MCP memory database in Rust, offering memory primitives and hybrid search for AI agents.

Mnemo: MCP Memory Database for AI Agents in Rust

Mnemo is a high-performance, native MCP memory database built in Rust. It provides essential memory primitives and advanced hybrid search capabilities specifically designed to empower AI agents. For developers building sophisticated AI systems, managing and retrieving agent memory efficiently is paramount. Mnemo addresses this need by offering a robust and scalable solution integrated directly into your Rust development workflow.

What Mnemo Does

Mnemo acts as a persistent and queryable memory store for AI agents. It allows agents to store, retrieve, and search through their experiences, knowledge, and contextual information. By leveraging Rust's performance characteristics, Mnemo ensures low latency and high throughput for memory operations, which is critical for real-time AI agent responsiveness. Its core functionality revolves around providing structured memory primitives and enabling sophisticated search queries over this stored data.

Key Features

Native Rust Implementation: Built entirely in Rust for maximum performance, memory safety, and concurrency.
MCP Memory Primitives: Offers foundational data structures and operations for managing agent memory effectively.
Hybrid Search Capabilities: Combines vector search with keyword-based search for more nuanced and contextually relevant retrieval of information.
Scalability: Designed to handle growing amounts of agent memory data without significant performance degradation.
Developer-Friendly API: Provides a straightforward interface for integration into existing Rust AI agent projects.

Who is Mnemo For?

Mnemo is an indispensable tool for AI developers working with Rust. It is particularly beneficial for those building complex AI agents that require sophisticated memory management and retrieval. This includes developers working on: Autonomous agents Multi-agent systems AI-powered applications requiring long-term memory Projects where efficient and fast memory access is a critical performance bottleneck If you are developing AI agents in Rust and need a powerful, performant, and reliable memory database, Mnemo is designed for your needs.