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by victoriacheng15 • Uncategorized
A Model Context Protocol server providing AI agents with persistent, contextual long-term memory using a local SQLite database.
Persistent contextual memory across sessions and projects.
Fast, sub-millisecond keyword search over stored memories.
Manual and automated control over knowledge storage and recall.
Echo bridges the gap between stateless AI reasoning and local filesystem persistence by enabling AI agents to store and recall project-specific preferences, snippets, and instructions. It creates a long-term memory layer that survives process exits and binary updates, ensuring context continuity across sessions and directories. The platform features high-performance full-text search, atomic data integrity, and dual human/AI interfaces for manual curation and automated reasoning.