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superlocalmemory

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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

MCP Servers181 stars24 forksPythonAGPL-3.0Updated yesterday
ClaudeWave Trust Score
97/100
Verified
Passed
  • Open-source license (AGPL-3.0)
  • Actively maintained (<30d)
  • Healthy fork ratio
  • Clear description
  • Topics declared
Last scanned: 6/11/2026
Install in Claude Code / Claude Desktop
Method: UVX (Python) · superlocalmemory
Claude Code CLI
claude mcp add superlocalmemory -- uvx superlocalmemory
claude_desktop_config.json (Claude Desktop)
{
  "mcpServers": {
    "superlocalmemory": {
      "command": "uvx",
      "args": ["superlocalmemory"]
    }
  }
}
1. Run the command above in your terminal (Claude Code), or paste the JSON config into claude_desktop_config.json (Claude Desktop).
2. Replace any <placeholder> values with your API keys or paths.
3. Restart Claude. The MCP server and its tools appear automatically.
💡 Package name inferred from the repository name. Verify it exists on PyPI, or clone https://github.com/qualixar/superlocalmemory and follow its README.
Use cases

MCP Servers overview

README preview not available. Visit the repo on GitHub for full documentation.
agent-memoryagent-reliabilityai-agentsclaude-codecursorknowledge-graphllm-memorylocal-firstmcpmcp-serverpersistent-memoryqualixarsemantic-searchvector-searchwindsurf

What people ask about superlocalmemory

What is qualixar/superlocalmemory?

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qualixar/superlocalmemory is mcp servers for the Claude AI ecosystem. 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 It has 181 GitHub stars and was last updated yesterday.

How do I install superlocalmemory?

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You can install superlocalmemory by cloning the repository (https://github.com/qualixar/superlocalmemory) or following the README instructions on GitHub. ClaudeWave also provides quick install blocks on this page.

Is qualixar/superlocalmemory safe to use?

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Our security agent has analyzed qualixar/superlocalmemory and assigned a Trust Score of 97/100 (tier: Verified). See the full breakdown of passed checks and flags on this page.

Who maintains qualixar/superlocalmemory?

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qualixar/superlocalmemory is maintained by qualixar. The last recorded GitHub activity is from yesterday, with 3 open issues.

Are there alternatives to superlocalmemory?

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Yes. On ClaudeWave you can browse similar mcp servers at /categories/mcp, sorted by popularity or recent activity.

Deploy superlocalmemory to your cloud

Ship this repo to production in minutes. Each platform spins up its own environment with editable env vars.

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