io.github.SimoneB79/memory-engine-mcpdatabases

Memory Engine MCP

Verified · today

Local-first graph memory for AI assistants with SQLite, semantic search, and MCP tools.

Install

claude mcp add memory-engine-mcp -- docker run -i --rm ghcr.io/simoneb79/memory-engine-mcp:1.5.3

Requires: MEMORY_DB_PATH, MARKDOWN_SOURCE, MEMORY_PORT

Our take

This server offers a local graph-style memory layer for assistants, backed by SQLite and semantic search. It fits builders who want persistent memory and relationship-aware retrieval without depending on hosted infrastructure. The feature set is relevant for agent workflows, but the minimal adoption signals an early project that likely needs hands-on evaluation before production use.

reviewed by hand · 2026-07-18

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Verification record

last verified: today
github stars: 1
last commit: today
archived: no
license: MIT
in registry since: 2026-07-17

github.com/SimoneB79/memory-engine-mcp

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