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MCP server · RAG

Memory System For AI

by · github.com/AhmeedGamil/memory_system_for_ai

Human-inspired memory system for AI agents via MCP — episodic, semantic, and procedural memory stored as Q&A pairs with dual-index search (question + answer embeddings). Token-efficient: retrieves only relevant memories instead of loading everything. Works with Gemini CLI, Cursor, Claude Desktop, and any MCP client.

Unclaimed last commit 6 months ago rag
InstallView source
34Low

Scored a month ago · breakdown

About Memory System For AI

Memory System For AI is an MCP server published by AhmeedGamil in the RAG category: human-inspired memory system for AI agents via MCP — episodic, semantic, and procedural memory stored as Q&A pairs with dual-index search (question + answer embeddings). Token-efficient: retrieves only relevant memories instead of loading everything. Works with Gemini CLI, Cursor, Claude Desktop, and any MCP client.

The repository has 2 stars and 0 forks, with the last commit 6 months ago. Six months or more without a commit doesn't mean the server is broken, but check the open issues before depending on it in production.

Install

From source
git clone https://github.com/AhmeedGamil/memory_system_for_ai

This server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.

Tools (3)

create_summarySummarize progress at milestones or before switching context

Parameters not published.

save_experienceSave an experience as a Q&A pair (tagged with project)

Parameters not published.

search_experiencesSearch all episodic memories (optional project filter)

Parameters not published.

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Questions

About Memory System For AI

How do I install Memory System For AI?

No package has been published for this server, so install it from source: clone the repository and follow its README.

Is Memory System For AI safe to use with an AI agent?

Its trust score is 34 out of 100 (low). Conduid hasn't run static security checks on this repository yet, so review the source yourself before granting it credentials. It has no ConduID identity yet, so agent calls to it are not receipted.

Is Memory System For AI still maintained?

The last commit was 6 months ago. That's long enough that you should check whether the maintainer is responding to issues before depending on it.