superlocalmemory

About superlocalmemory

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

agent-memory agent-reliability ai-agents claude-code cursor knowledge-graph llm-memory local-first mcp mcp-server

Quick Facts

Stars	156
Forks	21
Language	Python
Category	MCP Server
License	AGPL-3.0
Quality Score	37.3/100
Open Issues	12
Last Updated	2026-05-22
Created	2026-02-05
Platforms	claude-code, mcp, python
Est. Tokens	~1747k

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 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. . It is categorized as a MCP Server with 156 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 156 stars and 21 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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