vault-rag-mcp

MCP server for semantic search in an Obsidian Second Brain vault using self-hosted Qdrant and Google Gemini embeddings.

AI & Machine Learning by fjacquet

Google Gemini Obsidian Qdrant

Links:

GitHub

Glama

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Unscored visibility — 0/0 applicable dimensions scored

○ Schema Quality — Protocol — Reliability ○ Docs & Maintenance ○ Security Hygiene — Schema Interpretability

Schema Quality

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42% weight

Protocol Compliance

N/A

Local server

Reliability

N/A

Local server

Docs & Maintenance

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25% weight

Security Hygiene

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33% weight

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