superlocalmemory

Q: 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 服务器 with 183 GitHub stars.

Q: What programming language is superlocalmemory written in?

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

Q: 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 183 stars and 24 forks, indicating an active community.

Q: 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.

by qualixar · MCP 服务器 · ★ 183

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

Quick Facts

Stars	183
Forks	24
Language	Python
Category	MCP 服务器
License	AGPL-3.0
Quality Score	53.366/100
Open Issues	3
Last Updated	2026-06-14
Created	2026-02-05
Platforms	claude-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 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 服务器 with 183 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 183 stars and 24 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.

View on GitHub → Browse MCP 服务器 tools