io.github.Indhar01/memograph

MCP

by Indhar01 · v0.4.0

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

mcplocal

MCP configuration

stdio

Command

uvx --from memograph memograph==0.4.0 memograph-mcp

Environment

  • MEMOGRAPH_VAULTrequired

    Path to your MemoGraph vault directory (created if missing).

  • MEMOGRAPH_READONLY

    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

    Optional LLM provider for query_with_context tool. Only needed if you want AI-generated answers.

  • MEMOGRAPH_MODEL

    Optional LLM model name (e.g. 'claude-sonnet-4-6'). Used together with MEMOGRAPH_PROVIDER.

  • ANTHROPIC_API_KEYsecret

    API key for Anthropic Claude. Required when MEMOGRAPH_PROVIDER=claude or when using the [anthropic] extra.

  • OPENAI_API_KEYsecret

    API key for OpenAI. Required when using the [openai] extra (embeddings or LLM).

  • OLLAMA_HOST

    Base URL for a local Ollama server (default http://localhost:11434). Only needed when MEMOGRAPH_PROVIDER=ollama or the [ollama] extra is installed.

Install in one click with Zurek

Browse here, install from the native macOS app — pick targets, fill env vars, and write configs safely.