mcp-knowledge-graph

Why we included this project

This is an MCP server that stores what an AI assistant learns in a local knowledge graph instead of letting it vanish when the conversation ends. Memories are saved as entities, relations, and observations, and anything that speaks the MCP protocol, including Claude Code and Claude Desktop, can be wired up to it so details about your projects, contacts, and tasks survive between separate exchanges. The fork is tuned for local development: it can point at a .aim directory inside a project or at any global folder you choose, and a _aim marker at the top of each file keeps it from clobbering unrelated JSONL data. It runs as an npx package with store, search, link, and forget tools, so it is a practical way to test agent memory on your own machine before investing in a heavier persistence layer.