How do I connect MCP Knowledge Graph MCP Server to Claude?

The project does not publish a launch command that MCPVault could verify. Open the repository linked on this page for its install steps; the listing names Claude Desktop, Claude Code as compatible clients.

Is MCP Knowledge Graph MCP Server free?

The listed licence is MIT. Check the upstream terms for permitted use and commercial requirements; a public repository does not by itself mean the software is free or open source. Connected APIs and hosted services may have separate charges.

What can MCP Knowledge Graph MCP Server do?

MCP Knowledge Graph MCP Server documents 12 tools to the agent, including aim_memory_add_facts, aim_memory_forget, aim_memory_get. The descriptions above come from project documentation. A live handshake does not test individual tool behavior.

MCP Knowledge Graph

Unclaimed

by shaneholloman

MCP server enabling persistent memory for Claude through a local knowledge graph - fork focused on local development

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This server needs project-specific setup. Follow the project instructions; no reusable public launch command is available yet.

Project instructions

ai-memoryclaude-aiknowledge-graphmcpmemory-servertypescript

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12 of 12 tools

Documented tools (12)

From project documentation. A server handshake does not verify each tool’s description or behavior.

aim_memory_add_facts

Add facts to existing memories

aim_memory_forget

Forget memories

aim_memory_get

Retrieve specific memories by exact name

aim_memory_link

Link two memories together

aim_memory_list_stores

List available databases

aim_memory_read_all

Read all memories in a database

aim_memory_remove_facts

Remove specific facts from a memory

aim_memory_search

Search memories by keyword

aim_memory_store

Store new memories (people, projects, concepts)

aim_memory_unlink

Remove links between memories

context

(optional) - Specify named database (work, personal, etc.). Defaults to master database

location

(optional) - Force project or global storage location. Defaults to auto-detection

Tool change history

Compared across complete checks of the same configuration. Tools were listed, not invoked. Input-schema changes are not measured here.

No complete tool checks yet.

FAQ

Questions about MCP Knowledge Graph MCP Server

How do I connect MCP Knowledge Graph MCP Server to Claude?: The project does not publish a launch command that MCPVault could verify. Open the repository linked on this page for its install steps; the listing names Claude Desktop, Claude Code as compatible clients.
Is MCP Knowledge Graph MCP Server free?: The listed licence is MIT. Check the upstream terms for permitted use and commercial requirements; a public repository does not by itself mean the software is free or open source. Connected APIs and hosted services may have separate charges.
What can MCP Knowledge Graph MCP Server do?: MCP Knowledge Graph MCP Server documents 12 tools to the agent, including aim_memory_add_facts, aim_memory_forget, aim_memory_get. The descriptions above come from project documentation. A live handshake does not test individual tool behavior.