MCP Vetted

superlocalmemory

World's first local-only AI memory to break 74% retrieval and 60% zero-LLM on LoCoMo. No cloud, no APIs, no data leaves your machine. Additionally, mode C (LLM/Cloud) - 87.7% LoCoMo. Research-backed. arXiv: 2603.14588

Repository
qualixar/superlocalmemory
Stars
190
Last push
2026-06-30
License
AGPL-3.0
Category
Search & Retrieval

Score breakdown — how scoring works

  • Maintenance

    30 / 30
    • Pushed within 14 days2 days ago+30

  • Adoption

    13.3 / 25
    • GitHub stars (no package published — stars weighted fully)190+13.3

  • Documentation

    20 / 25
    • Comprehensive README (6,000+ chars)24658 chars+10
    • Install / setup instructionsyes+6
    • Tools / capabilities documentedno+0
    • Code or client-config exampleyes+4

  • Trust signals

    9 / 20
    • OSS license declaredAGPL-3.0+7
    • First-party vendor implementationno+0
    • DNS-verified registry namespaceno+0
    • Listed in official MCP Registryno+0
    • Owned by an organizationyes+2

Install

From sourcegit clone https://github.com/qualixar/superlocalmemory

No package published to a registry — see the README for setup instructions.

Always review a server's code and required credentials before connecting it to your MCP client. MCP Vetted scores public metadata — it does not audit code for malicious behavior (yet). Methodology →

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