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memograph for VS Code

io.github.indhar01/memograph

Graph-based memory system for LLMs with knowledge graphs and semantic search.

client:VS Code transport:stdio runtime:pypi

Install memograph in VS Code

.vscode/mcp.json

{
  "inputs": [
    {
      "type": "promptString",
      "id": "memograph-vault",
      "description": "MEMOGRAPH_VAULT",
      "password": true
    },
    {
      "type": "promptString",
      "id": "memograph-readonly",
      "description": "MEMOGRAPH_READONLY",
      "password": true
    },
    {
      "type": "promptString",
      "id": "memograph-provider",
      "description": "MEMOGRAPH_PROVIDER",
      "password": true
    },
    {
      "type": "promptString",
      "id": "memograph-model",
      "description": "MEMOGRAPH_MODEL",
      "password": true
    },
    {
      "type": "promptString",
      "id": "anthropic-api-key",
      "description": "ANTHROPIC_API_KEY",
      "password": true
    },
    {
      "type": "promptString",
      "id": "openai-api-key",
      "description": "OPENAI_API_KEY",
      "password": true
    },
    {
      "type": "promptString",
      "id": "ollama-host",
      "description": "OLLAMA_HOST",
      "password": true
    }
  ],
  "servers": {
    "memograph": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "memograph"
      ],
      "env": {
        "MEMOGRAPH_VAULT": "${input:memograph-vault}",
        "MEMOGRAPH_READONLY": "${input:memograph-readonly}",
        "MEMOGRAPH_PROVIDER": "${input:memograph-provider}",
        "MEMOGRAPH_MODEL": "${input:memograph-model}",
        "ANTHROPIC_API_KEY": "${input:anthropic-api-key}",
        "OPENAI_API_KEY": "${input:openai-api-key}",
        "OLLAMA_HOST": "${input:ollama-host}"
      }
    }
  }
}

VS Code prompts for each input the first time the server starts, so no secret is written to the file. VS Code docs

memograph in other clients