How do I install memograph?

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 memograph 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 45 (Fair). The formula is published on the methodology page.

MCPpedia

memograph MCP Server — Install for Claude, Cursor & VS Code | MCPpedia

memograph MCP Server

Name: memograph MCP Server
Author: indhar01

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

Tools Versions Alternatives

Registryindhar01

45Fair

Install

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

{
  "mcpServers": {
    "indhar01-memograph": {
      "command": "uvx",
      "args": [
        "memograph"
      ],
      "env": {
        "MEMOGRAPH_VAULT": "",
        "MEMOGRAPH_READONLY": "false",
        "MEMOGRAPH_PROVIDER": "",
        "MEMOGRAPH_MODEL": "",
        "ANTHROPIC_API_KEY": "YOUR_ANTHROPIC_API_KEY",
        "OPENAI_API_KEY": "YOUR_OPENAI_API_KEY",
        "OLLAMA_HOST": "http://localhost:11434"
      }
    }
  }
}

Install guide

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Environment

Name	Required	Notes
MEMOGRAPH_VAULT	Yes	Path to your MemoGraph vault directory (created if missing).
MEMOGRAPH_READONLY	No	Set to 'true' to block destructive MCP tools (delete_memory, update_memory, bulk_create, batch_delete, batch_update). Recommended for shared or untrusted clients.
MEMOGRAPH_PROVIDER	No	Optional LLM provider for query_with_context tool. Only needed if you want AI-generated answers.
MEMOGRAPH_MODEL	No	Optional LLM model name (e.g. 'claude-sonnet-4-6'). Used together with MEMOGRAPH_PROVIDER.
ANTHROPIC_API_KEY	No	API key for Anthropic Claude. Required when MEMOGRAPH_PROVIDER=claude or when using the [anthropic] extra. Secret.
OPENAI_API_KEY	No	API key for OpenAI. Required when using the [openai] extra (embeddings or LLM). Secret.
OLLAMA_HOST	No	Base URL for a local Ollama server (default http://localhost:11434). Only needed when MEMOGRAPH_PROVIDER=ollama or the [ollama] extra is installed.

memograph MCP Server

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