How do I install the mcp knowledge graph mcp server?

Use a recorded configuration for your client, replace example credential values and paths, and verify the documented runtime. Restart or reconnect the client, then inspect the available tools.

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MCP Knowledge Graph MCP Server

MCP server enabling persistent memory for AI models through a local knowledge graph

Local serverstdio

What is the MCP Knowledge Graph MCP Server?

MCP server enabling persistent memory for AI models through a local knowledge graph

What it actually does

Store and retrieve information across conversations using entities, relations, and observations. Works with Claude Code/Desktop and any MCP-compatible AI platform.

.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

Configuration

Node.js 22+ - MCP-compatible AI platform

More MCP options

Compare MCP servers by category, or browse hosted MCP servers if you prefer an endpoint over a local process.

Recorded tools

Check the linked publisher documentation and your connected client's tool list. Names and availability can vary with the server version and account permissions.

Tool	What it does
aim_memory_store	Store new memories (people, projects, concepts)
aim_memory_add_facts	Add facts to existing memories
aim_memory_link	Link two memories together
aim_memory_search	Search memories by keyword
aim_memory_get	Retrieve specific memories by exact name
aim_memory_read_all	Read all memories in a database
aim_memory_list_stores	List available databases
aim_memory_forget	Forget memories
aim_memory_remove_facts	Remove specific facts from a memory
aim_memory_unlink	Remove links between memories

How to install the MCP Knowledge Graph MCP Server

{
  "mcpServers": {
    "Aim-Memory-Bank": {
      "command": "npx",
      "args": [
        "-y",
        "mcp-knowledge-graph",
        "--memory-path",
        "/Users/yourusername/.aim"
      ]
    }
  }
}

From the project documentation. Replace placeholders and example paths before connecting.

Configuration

Node.js 22+ - MCP-compatible AI platform

Example prompts to try

“Use MCP Knowledge Graph to aim memory store.”
“Use MCP Knowledge Graph to aim memory add facts.”
“Use MCP Knowledge Graph to aim memory link.”

Frequently asked questions

MCP server enabling persistent memory for AI models through a local knowledge graph Confirm the tools offered by your installed version in the connected client. Tool availability and permissions depend on the server and account configuration.