qualixar/superlocalmemory

mcp-serverStable

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

GitHub ↗

Stars

195

Δ stars 7d

Δ stars 30d

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Forks

Contributors

npm DL / wk

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PyPI DL / wk

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Language

Python

Last push

2026-06-30

About qualixar/superlocalmemory

SuperLocalMemory V3.6.17 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. v3.6.17 — 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 ·…

Read the full README on GitHub →

qualixar/superlocalmemory growth signals this week

Gained 1 stars in the last 7 days

Growth score: 16/100 week of 2026-06-29

Acceleration (40%)0

Relative velocity (30%)11

Downloads (20%)0

Activity (10%)87

Signal history

Week	Score	Δ★	Signal
2026-06-29	16	+1	Stable
2026-06-15	9	+0	Stable

qualixar/superlocalmemory alternatives

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Frequently asked questions

Is qualixar/superlocalmemory still maintained?: Yes — actively maintained. The last push was on 2026-06-30, with 8 contributors.
Is qualixar/superlocalmemory growing?: It is stable this week, with a growth score of 16/100. See the weekly history above.
What are the best qualixar/superlocalmemory alternatives?: Closest by category and size in our data: MetaTrader 5 MCP Server, io.github.varun369/superlocalmemory, Interactive Brokers MCP Server — full list with live signals above.

Topics

Agent Memory RAG (Retrieval-Augmented Generation)Knowledge Graphs Vector Databases mcp mcp-server claude-code cursor windsurf semantic-search knowledge-graph agent-memory local-first ai-agents llm-memory persistent-memory vector-search agent-reliability qualixar

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Tracked since 2026-06-20 · data as of 2026-07-10 · 4 open issues · 15 releases