Tuesday, March 31, 2026

VBFS/Agent-Memory-Store: High-Performance Memory Server for Multi-Agent Systems with SQLite Backing and Hybrid Search — GitHub

Elevate Your AI Agents with Persistent Memory

Unlock the potential of your multi-agent systems with agent-memory-store. This high-performance memory server offers a shared, searchable, persistent memory for AI agents, seamlessly integrated with SQLite and backed by native FTS5 full-text search.

Key Features:

  • Zero-install usage: Simple npx commands for easy setup.
  • Hybrid search capabilities: Leverage both BM25 and semantic vector similarity for optimal retrieval.
  • Effortless integration: Compatible with MCP tools like Claude Code, Cursor, and opencode.
  • Session persistence: Allows agents to learn and recall prior interactions, enhancing productivity.
  • Robust indexing and filtering: Efficiently find relevant memories by agent or topic.

Merging AI agents’ knowledge, agent-memory-store transforms your development process into an organized, streamlined experience.

Curious to learn more? Share this summary and explore how persistent memory can elevate your AI applications!

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