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MCP server · RAG

Personal GraphRAG

by · github.com/djuvinall/Personal-GraphRAG

Self-hosted GraphRAG for personal memory — Claude writes the entities and the edges directly over MCP, no second extraction model. Journal-first durability, optional local stack.

Unclaimed claudegraphraghomelabknowledge-graphlightragllmmcpmemorymodel-context-protocolollamapersonal-knowledge-managementpythonragself-hostedvector-search
InstallView source
34Low

Scored 28 days ago · breakdown

About Personal GraphRAG

Personal GraphRAG is an MCP server published by djuvinall in the RAG category: self-hosted GraphRAG for personal memory — Claude writes the entities and the edges directly over MCP, no second extraction model. Journal-first durability, optional local stack.

Recent commit activity is the strongest signal that reported issues will get attention.

Install

From source
git clone https://github.com/djuvinall/Personal-GraphRAG

This server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.

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Security checks

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Releases

v0.1.0Personal-GraphRAG v0.1.0 — first public release · 26 Jun 2026Personal GraphRAG v0.1.0 First public release. A self-hosted knowledge graph for persistent personal memory that Claude writes to and reads from directly over MCP — no second extraction model, and the local stack (Ollama) is optional.…
Questions

About Personal GraphRAG

How do I install Personal GraphRAG?

No package has been published for this server, so install it from source: clone the repository and follow its README.

Is Personal GraphRAG safe to use with an AI agent?

Its trust score is 34 out of 100 (low). Conduid hasn't run static security checks on this repository yet, so review the source yourself before granting it credentials. It has no ConduID identity yet, so agent calls to it are not receipted.

Is Personal GraphRAG still maintained?

Yes — the latest release is v0.1.0 (26 Jun 2026), and the last commit was 3 months ago. The repository has 0 stars.