Customer Support · Knowledge Management

MCP Knowledge Graph logo

MCP Knowledge Graph

shaneholloman/mcp-knowledge-graph

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

Install

Client configuration

{
  "mcpServers": {
    "Aim-Memory-Bank": {
      "command": "npx",
      "args": [
        "-y",
        "mcp-knowledge-graph",
        "--memory-path",
        "/Users/yourusername/.aim"
      ]
    }
  }
}
GitHub stars
161
Category
Customer Support, Knowledge Management
License
MIT
Updated
Oct 6, 2026

Features

  • Master Database: Primary memory store used by default for all operations

  • Multiple Databases: Optional named databases for organizing memories by topic

  • Project Detection: Automatic project-local memory using.aim directories

  • Location Override: Force operations to use project or global storage

  • Safe Operations: Built-in protection against overwriting unrelated files

  • Database Discovery: List all available databases in both locations

Tools (9)

  • 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_forget

    Forget memories

  • aim_memory_remove_facts

    Remove specific facts from a memory

  • aim_memory_unlink

    Remove links between memories

Details on this page are taken from the project's README. Open README

Supported clients

Clients mentioned in this server's README:

View all
Claude Desktop logo

Claude Desktop

Desktop · Freemium · Proprietary

Anthropic's official Claude AI desktop application. Supports MCP servers to extend functionality.

WindowsMacOS

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