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mcp-memory-graph

Local-first memory for Claude Code and any MCP client: hybrid search + knowledge graph, $0/token.

YonasValentinyonasvalentin/mcp-memory-graph★ 2Updated Jul 6, 2026

server.json

{
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "name": "io.github.YonasValentin/mcp-memory-graph",
  "description": "Local-first memory for Claude Code and any MCP client: hybrid search + knowledge graph, $0/token.",
  "repository": {
    "url": "https://github.com/YonasValentin/mcp-memory-graph",
    "source": "github"
  },
  "version": "2.10.3",
  "websiteUrl": "https://github.com/YonasValentin/mcp-memory-graph#readme",
  "packages": [
    {
      "registryType": "npm",
      "identifier": "mcp-memory-graph",
      "version": "2.10.3",
      "runtimeHint": "npx",
      "transport": {
        "type": "stdio"
      },
      "environmentVariables": [
        {
          "description": "SQLite database file location (default ~/.mcp-memory/memory.db)",
          "format": "string",
          "name": "MCP_MEMORY_DB_PATH"
        },
        {
          "description": "HuggingFace embedding model name (default Xenova/all-MiniLM-L6-v2)",
          "format": "string",
          "name": "MCP_MEMORY_MODEL"
        }
      ]
    }
  ]
}

Permissions

DeclaredDetected
Runs code—node
Installs—npm:mcp-memory-graph@2.10.3
Runs install scripts—None
NetworkNoneNone
Needs credentialsNoneNone
Outside the workspace—None
Agent tools—None

Checks

Low risk · Nothing worth a warning was found.

Not reviewed by a person · Checked by rules; the model review is not switched on yet.

Versions

  1. #12.10.3latestOct 7, 2026