mcp-knowledge-graph by shaneholloman
45 score
An improved implementation of persistent memory using a local knowledge graph with a customizable --memory-path. This lets Claude remember information about the user across chats.
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Installs 372
Freshness 3mo ago
Issue Health 100%
Stars 833
Platform Breadth 1 platform
Contributors 1
Description Detailed
How to Improve
Freshness high impact
Contributors medium impact
Platforms medium impact
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From the README
# MCP Knowledge Graph
**Persistent memory for AI models through a local knowledge graph.**
Store and retrieve information across conversations using entities, relations, and observations. Works with Claude Code/Desktop and any MCP-compatible AI platform.
## Why ".aim" and "aim_" prefixes?
AIM stands for **AI Memory** - the core concept of this system. The three AIM elements provide clear organization and safety:
- **`.aim` directories**: Keep AI memory files organized and easily identifiable
- **`aim_` tool prefixes**: Group related memory functions together in multi-tool setups
- **`_aim` safety markers**: Each memory file starts with `{"type":"_aim","source":"mcp-knowledge-graph"}` to prevent accidental overwrites of unrelated JSONL files
This consistent AIM naming makes it obvious which directories, tools, and files belong to the AI memory system.
## CRITICAL: Understanding `.aim` dir vs `_aim` file marker
**Two different things with similar names:**
- `.aim` = **Project-lo Read full README on GitHub →