{"repo":"shaneholloman/mcp-knowledge-graph","free":true,"listed":false,"github":"https://github.com/shaneholloman/mcp-knowledge-graph","clone":"git clone https://github.com/shaneholloman/mcp-knowledge-graph.git","description":"MCP server enabling persistent memory for Claude through a local knowledge graph - fork focused on local development","language":"JavaScript","stars":884,"topics":["ai-memory","claude-ai","knowledge-graph","mcp","memory-server","typescript"],"license":"MIT","category":"mcp-servers","readme_excerpt":"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-local directory name (MUST be named exactly .aim for project detection to work) - aim = File safety marker (appears inside JSONL files: {\"type\":\" aim\",\"source\":\"mcp-knowledge-graph\"} ) For project-local storage: - Directory MUST be named .aim in your project root - Example: my-project/.aim/memory.jsonl - The system specifically looks for this exact name For global storage (--memory-path): - Can be ANY directory you want - Examples: /yourusername/.aim/ , /memories/ , /Dropbox/ai-memory/ , /Documents/ai-data/ - Complete flexibility - choose whatever locat","default_branch":null,"files":null,"tree":[],"storefront":"/r/shaneholloman","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/shaneholloman/mcp-knowledge-graph/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}