Superlocalmemory MCP Server

superlocalmemory

Local-first AI memory with knowledge graphs and hybrid search. 17+ AI tools via MCP. Free.

152 947/wk 6 tools GitHub npm PyPI

No known CVEs

No license

Actively maintained

Last commit 0d ago

Works with most clients

Transport: stdio

6 tools · ~250 tok

Grade A · 0.1% of 200K ctx

Edit this pageView history

AI / ML Productivity

Step 1

Install in your client

Config is the same across clients — only the file and path differ.

Supported in Claude Desktopstdio · Node 18+

Paste into ~/Library/Application Support/Claude/claude_desktop_config.json

{
  "mcpServers": {
    "superlocalmemory": {
      "args": [
        "mcp"
      ],
      "command": "slm"
    }
  }
}

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Read me

What Superlocalmemory MCP Server does

Every major AI memory system — Mem0, Zep, Letta, EverMemOS — sends your data to cloud LLMs for core operations. That means latency on every query, cost on every interaction, and after August 2, 2026, a compliance problem under the EU AI Act.

Test This Server

Run this in your terminal to verify the server starts. Then let us know if it worked — your result helps other developers.

npx -y 'superlocalmemory' 2>&1 | head -1 && echo "✓ Server started successfully"

After testing, let us know if it worked:

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Scored, not listed

Why this score

Five weighted categories — click any category to see the underlying evidence.

Score breakdown

92/100across 5 weighted dimensions

How we score →

0255075100

−8

Security

Maintenance

Efficiency

Documentation

Compatibility

Categoriesclick a row to see evidence

Security

OSV.dev

No known CVEs.

Checked superlocalmemory against OSV.dev.

Inventory

Tools (6)

Click any tool to inspect its schema.

~250 tokens total

Community

Reviews

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How easy was setup?Did it work reliably?How was the documentation?

Frequently Asked Questions

Is Superlocalmemory MCP Server safe to use?: Superlocalmemory MCP Server has no known CVEs as of the latest MCPpedia security scan. It does not require authentication, so any local process can connect — keep this in mind in shared environments.
How do I install Superlocalmemory MCP Server?: Superlocalmemory MCP Server supports copy-paste install configs on its MCPpedia page for Claude Desktop, Cursor, and Claude Code. Scroll to the Quick Install section and select your client.
What can Superlocalmemory MCP Server do?: Superlocalmemory MCP Server provides 6 tools: forget, quantize, consolidate_cognitive, get_soft_prompts, reap_processes and 1 more. See the full tools list on the server page for descriptions and parameters.
What AI clients work with Superlocalmemory MCP Server?: Superlocalmemory MCP Server is compatible with claude-desktop, cursor, claude-code. It uses stdio transport.
Is Superlocalmemory MCP Server actively maintained?: Superlocalmemory MCP Server is actively maintained — last commit was 0 days ago. It has 152 GitHub stars.

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Community

Discussion

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Has anyone used this with Cursor?How do you handle auth?Any alternatives?

SuperLocalMemory V3.4

Every other AI forgets. Yours won't.
Infinite memory for Claude Code, Cursor, Windsurf, and any MCP-compatible AI client.

v3.4.25 — Install once. Every session remembers the last. Automatically.

Backed by 3 published research papers (arXiv preprints + Zenodo-archived) · arXiv:2603.02240 · arXiv:2603.14588 · arXiv:2604.04514

+10.6pp vs Mem0 zero-LLM · 85% Open-Domain (best zero-LLM score) · EU AI Act Ready

Why SuperLocalMemory?

Every hosted AI memory platform — Mem0 Cloud, Zep Cloud, Letta Cloud, EverMemOS Cloud — sends your data to cloud LLMs by default. Their self-hosted variants exist (Mem0 OpenMemory, Letta self-hosted, Graphiti) but require Docker + a separate graph DB or Ollama config, and most still default to OpenAI until you flip env vars. After August 2, 2026, any of those cloud paths becomes a compliance problem under the EU AI Act.

SuperLocalMemory V3 takes a different approach: mathematics instead of cloud compute. Three techniques from differential geometry, algebraic topology, and stochastic analysis replace the work that other systems need LLMs to do — similarity scoring, contradiction detection, and lifecycle management. The result is an agent memory that ships local-first out of the box — no Docker, no graph DB, no API keys — on CPU.

The numbers (evaluated on LoCoMo, the standard long-conversation memory benchmark). Published numbers as of April 2026:

System

Score

Config

Cloud LLM required?

Open Source

Source

EverMemOS

93.05%

Cloud (proprietary)

Yes

Core only

evermind.ai (Feb 2026)

Hindsight (LoComo10)

92.0%

Cloud

Yes

[benchmarks.hindsight.vectoriz

Frequently Asked Questions

Is Superlocalmemory MCP Server safe to use?

Superlocalmemory MCP Server has no known CVEs as of the latest MCPpedia security scan. It does not require authentication, so any local process can connect — keep this in mind in shared environments.

How do I install Superlocalmemory MCP Server?

Superlocalmemory MCP Server supports copy-paste install configs on its MCPpedia page for Claude Desktop, Cursor, and Claude Code. Scroll to the Quick Install section and select your client.

What can Superlocalmemory MCP Server do?

Superlocalmemory MCP Server provides 6 tools: forget, quantize, consolidate_cognitive, get_soft_prompts, reap_processes and 1 more. See the full tools list on the server page for descriptions and parameters.

What AI clients work with Superlocalmemory MCP Server?

Superlocalmemory MCP Server is compatible with claude-desktop, cursor, claude-code. It uses stdio transport.

Is Superlocalmemory MCP Server actively maintained?

Superlocalmemory MCP Server is actively maintained — last commit was 0 days ago. It has 152 GitHub stars.

SuperLocalMemory V3.4

Every other AI forgets. Yours won't.
Infinite memory for Claude Code, Cursor, Windsurf, and any MCP-compatible AI client.

v3.4.25 — Install once. Every session remembers the last. Automatically.

Backed by 3 published research papers (arXiv preprints + Zenodo-archived) · arXiv:2603.02240 · arXiv:2603.14588 · arXiv:2604.04514

+10.6pp vs Mem0 zero-LLM · 85% Open-Domain (best zero-LLM score) · EU AI Act Ready

Why SuperLocalMemory?

The numbers (evaluated on LoCoMo, the standard long-conversation memory benchmark). Published numbers as of April 2026:

System	Score	Config	Cloud LLM required?	Open Source	Source
EverMemOS	93.05%	Cloud (proprietary)	Yes	Core only	evermind.ai (Feb 2026)
Hindsight (LoComo10)	92.0%	Cloud	Yes	No	[benchmarks.hindsight.vectoriz

... View full README on GitHub