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mcp/harbor
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memograph MCP

v0.4.0

io.github.indhar01/memograph

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

transport:stdio runtime:pypi
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Target client

run in your project directory

Held in this page only — never stored, logged, or sent anywhere but back to your screen. 

claude mcp add memograph -e MEMOGRAPH_VAULT=<MEMOGRAPH_VAULT> -e MEMOGRAPH_READONLY=<MEMOGRAPH_READONLY> -e MEMOGRAPH_PROVIDER=<MEMOGRAPH_PROVIDER> -e MEMOGRAPH_MODEL=<MEMOGRAPH_MODEL> -e ANTHROPIC_API_KEY=<ANTHROPIC_API_KEY> -e OPENAI_API_KEY=<OPENAI_API_KEY> -e OLLAMA_HOST=<OLLAMA_HOST> -- uvx memograph

Adds it for this project only. Append --scope user to make it available everywhere. Claude Code docs

This listing does not declare its tools. Connect the server and your client will discover them on the handshake.