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Graphmind – Persistent Memory and Graph for Claude Code (MCP, CLI, GUI)

A promising early-stage project, but its current limited functionality and reliance on an external graph database make onboarding difficult.

4.9Overall
Utility5
Onboarding4
Craft5
Niche fit6
Longevity4

Five dimensions scored independently; overall is a weighted average. Scores are only comparable within this same rubric.

Good for

Early adopters and researchers looking to build persistent memory and knowledge graphs for LLMs like Claude.

Not for

Teams seeking plug-and-play solutions or unwilling to manage external databases.

Project description

github.com

Alternatives

LangChain (memory modules)LlamaIndex (knowledge graphs)Vector databases (e.g., Pinecone, Weaviate)
Visit site1 · Stars at evalEvaluated 2026-05-13

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