How do I install Graph-Mem?

Pick a client above and copy the generated config. Cursor and VS Code also have a deep link when the server can run locally or remotely.

Is Graph-Mem official?

No. Registry-listed is not the same as vendor-official. Read the methodology for the difference.

How is the trust score calculated?

This listing scores 50 (Fair). The formula is published on the methodology page.

MCPpedia

Graph-Mem MCP Server

Name: Graph-Mem MCP Server
Author: sathvik-1007

Persistent knowledge-graph memory for AI agents, with local semantic search. No API keys.

Tools Versions Alternatives

Registrysathvik-1007

50Fair

Install

~/Library/Application Support/Claude/claude_desktop_config.json

{
  "mcpServers": {
    "sathvik-1007-graphmem-mcp": {
      "command": "uvx",
      "args": [
        "graphmem-mcp"
      ],
      "env": {
        "GRAPHMEM_DB_PATH": "",
        "GRAPHMEM_EMBEDDING_MODEL": "",
        "GRAPHMEM_TRAVERSAL_NODE_BUDGET": "",
        "GRAPHMEM_LOG_LEVEL": ""
      }
    }
  }
}

Install guide

Related servers

SuperLocalMemory

78Good

Local-first memory for AI agents: recall with sources, answer checks, documents, mesh, governance.

Registryqualixar249 stars1.3K/wk

Codebase Memory

77Good

Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.

Graph-Mem MCP Server — Install for Claude, Cursor & VS Code | MCPpedia

Environment

Name	Required	Notes
GRAPHMEM_DB_PATH	No	Path to the SQLite database file. Defaults to .graphmem/graph.db relative to the working directory.
GRAPHMEM_EMBEDDING_MODEL	No	sentence-transformers model ID used for semantic search. Defaults to all-MiniLM-L6-v2, downloaded on first use.
GRAPHMEM_TRAVERSAL_NODE_BUDGET	No	Maximum entities visited by a single graph traversal. Defaults to 5000.
GRAPHMEM_LOG_LEVEL	No	Logging verbosity: DEBUG, INFO, WARNING, ERROR, or CRITICAL. Defaults to WARNING.

Graph-Mem MCP Server

Install

Related servers

SuperLocalMemory

Codebase Memory

Environment

Tools

About

FAQ

Reviews

Firecrawl MCP Server

Zotero MCP

haiku.rag

openInvest