io.github.varun369/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 ↗npm ↗

Stars

195

Δ stars 7d

Δ stars 30d

—

Forks

Contributors

npm DL / wk

726

PyPI DL / wk

—

Language

Python

Last push

2026-06-30

About io.github.varun369/superlocalmemory

SuperLocalMemory V3.6 Save up to 90% on every LLM API call. Cache. Compress. Remember.The only local-first memory system that SKIPS repeat calls (100% saved), SHRINKS prompts 60-95%, and REMEMBERS everything — locally, for free. For Claude Code, Cursor, Windsurf, and any AI client. v3.6.0 "Optimize" — Cache & Compress & Align. Save up to 90% on every LLM API call — locally. One command: slm wrap claudeAlso includes v3.5 Scale-Ready: 6-channel recall <1s, CozoDB + LanceDB, Core Memory Block. Your database auto-migrates. Backed by 3…

Read the full README on GitHub →

Install

npm install superlocalmemory

io.github.varun369/superlocalmemory growth signals this week

Gained 5 stars in the last 7 days
2x the median weekly star growth of its category

Growth score: 35/100 week of 2026-06-29

Acceleration (40%)0

Relative velocity (30%)53

Downloads (20%)51

Activity (10%)87

Signal history

Week	Score	Δ★	Signal
2026-06-29	35	+5	Stable
2026-06-15	72	+7	Stable
2026-06-08	90	+14	Stable

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Frequently asked questions

Is io.github.varun369/superlocalmemory still maintained?: Yes — actively maintained. The last push was on 2026-06-30, with 8 contributors.
Is io.github.varun369/superlocalmemory growing?: It is stable this week, with a growth score of 35/100. See the weekly history above.
What are the best io.github.varun369/superlocalmemory alternatives?: Closest by category and size in our data: MetaTrader 5 MCP Server, Interactive Brokers MCP Server, Bitwarden 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 2026-06-10 · data as of 2026-07-10 · 4 open issues · 15 releases