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High-performance MCP memory server for multi-agent systems — SQLite-backed with hybrid search.

14 starsJavaScript

Gives your AI agents a shared, searchable, persistent memory – locally

by vbfs·Mar 31, 2026·2 points·1 comment

AI Analysis

●●SolidShip ItNiche Gem

SQLite-backed MCP server gives local agents shared memory without vector DB overhead.

Strengths
  • Uses MCP standard for interoperability instead of locking into specific agent frameworks.
  • SQLite hybrid search removes need for running external vector databases like Pinecone.
  • Local-first design ensures data privacy and low latency for personal agent swarms.
Weaknesses
  • Single star suggests unproven stability or lack of real-world testing so far.
  • MCP ecosystem is still nascent, limiting immediate utility outside many experimental projects.
Category
Target Audience

Developers building multi-agent systems using MCP

Similar To

Zep · Mem0 · Supermemory

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