superlocalmemory

by qualixar · MCP Server · ★ 221

About 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.

agent-memoryagent-reliabilityai-agentsclaude-codecursorknowledge-graphllm-memorylocal-firstmcpmcp-server

Quick Facts

Stars221
Forks34
LanguagePython
CategoryMCP Server
LicenseAGPL-3.0
Quality Score67.1937083090551/100
Open Issues3
Last Updated2026-08-23
Created2026-02-05
Platformsclaude-code, mcp, python
Est. Tokens~25k

Compatible Skills

These tools work well together with superlocalmemory for enhanced workflows:

  • mengram — semantic(0.28)+complementary+same_lang+similar_pop+shared_platform (60%)
  • memcord — semantic(0.25)+complementary+rare_topics+same_lang+similar_pop+shared_platform (58%)
  • code-review-graph — semantic(0.22)+complementary+rare_topics+same_lang+similar_pop+shared_platform (57%)
  • widemem-ai — semantic(0.35)+complementary+same_lang+similar_pop+shared_platform (57%)
  • omega-memory — semantic(0.35)+complementary+same_lang+similar_pop+shared_platform (57%)

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Frequently Asked Questions

What is superlocalmemory?

superlocalmemory is Open-source governed, local-first memory control plane for AI agents and teams. arXiv:2608.08253. It is categorized as a MCP Server with 221 GitHub stars.

What programming language is superlocalmemory written in?

superlocalmemory is primarily written in Python. It covers topics such as agent-memory, agent-reliability, ai-agents.

How do I install or use superlocalmemory?

You can find installation instructions and usage details in the superlocalmemory GitHub repository at github.com/qualixar/superlocalmemory. The project has 221 stars and 34 forks, indicating an active community.

What license does superlocalmemory use?

superlocalmemory is released under the AGPL-3.0 license, making it free to use and modify according to the license terms.

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