Superlocalmemory MCP Server

superlocalmemory

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

188 1.4k/wk 6 tools GitHub npm PyPI

No known CVEs

No license

Actively maintained

Last commit 1d 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"
    }
  }
}

Are you the author?

Add this badge to your README to show your security score and help users find safe servers.

Embed in your READMEAbout badges →

[![MCPpedia Score](https://mcppedia.org/api/badge/io-github-varun369-superlocalmemory)](https://mcppedia.org/s/io-github-varun369-superlocalmemory)

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:

Loading README…

Scored, not listed

Why this score

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

Score breakdown

94/100across 5 weighted dimensions

How we score →

0255075100

−6

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

Be the first to review

Have you used this server?

Share your experience — it helps other developers decide.

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 1 day ago. It has 188 GitHub stars.

Similar servers

Others in ai-ml / productivity

View all →

Sequential Thinking MCP Server96

Dynamic problem-solving through sequential thought chains

87.8k 1

Antigravity Workspace Template96

Workspace template + MCP server for Claude Code, Codex CLI, Cursor & Windsurf. Multi-agent knowledge engine (ag-refresh / ag-ask) that turns any codebase into a queryable AI assistant.

1.3k 2

Memory MCP Server96

Persistent memory using a knowledge graph

87.8k 5

Gpt Researcher95

An autonomous agent that conducts deep research on any data using any LLM providers

27.9k 5

MCP Security Weekly

Get CVE alerts and security updates for Superlocalmemory MCP Server and similar servers.

Community

Discussion

Start a conversation

Ask a question, share a tip, or report an issue.

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

SuperLocalMemory V3.6.18

Cache. Compress. Remember. Three surfaces — proxy, MCP tools, or skill. Every setup covered.
To the best of our knowledge, the only zero-cloud agent memory that beats Mem0's zero-LLM score on LoCoMo. Mode A: 74.8% vs Mem0 64.2% — no GPU, no API key, on CPU.

v3.6.18 — Plugin-native. Profile-aware. Distributed-ready.
Proxy: slm wrap claude · MCP: add slm_compress to your config · Skill: zero-config

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

Why SuperLocalMemory?

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

SuperLocalMemory V3 uses mathematics instead of cloud compute — differential geometry, algebraic topology, and stochastic analysis replace the work other systems need LLMs to do. Local-first out of the box. No Docker. No graph DB. No API keys. CPU-only.

Benchmark results (evaluated on LoCoMo, the standard long-conversation memory benchmark, published 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.vectorize.io (Apr 2026)

Mem0 (token-efficient)

91.6%

Hybrid (Cohere/Open

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 1 day ago. It has 188 GitHub stars.

SuperLocalMemory V3.6.18

v3.6.18 — Plugin-native. Profile-aware. Distributed-ready.
Proxy: slm wrap claude · MCP: add slm_compress to your config · Skill: zero-config

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

Why SuperLocalMemory?

Benchmark results (evaluated on LoCoMo, the standard long-conversation memory benchmark, published 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.vectorize.io (Apr 2026)
Mem0 (token-efficient)	91.6%	Hybrid (Cohere/Open

... View full README on GitHub