Give Claude semantic search + knowledge graphs over your Obsidian vault (Smart Connections)
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io.github.msdanyg/smart-connections-mcp is an MCP server that give Claude semantic search + knowledge graphs over your Obsidian vault (Smart Connections). Its tool list has not been published yet over stdio and http, requires no API key, and scores 55/100 on MCPpedia's security, maintenance and efficiency rubric.
Config is the same across clients — only the file and path differ.
{
"mcpServers": {
"smart-connections": {
"env": {
"SMART_VAULT_PATH": "/path/to/Vault One,/path/to/Vault Two"
},
"args": [
"-y",
"smart-connections-mcp"
],
"command": "npx"
}
}
}Are you the author?
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Give Claude true semantic memory of your Obsidian vault. An MCP server that searches your notes by meaning — reusing the embeddings the Smart Connections Obsidian plugin already generated, and running the same embedding model locally to understand your queries. No cloud calls; your vault never leaves your machine.
Run this in your terminal to verify the server starts. Then let us know if it worked — your result helps other developers.
npx -y 'smart-connections-mcp' 2>&1 | head -1 && echo "✓ Server started successfully"
After testing, let us know if it worked:
Five weighted categories — click any category to see the underlying evidence.
No known CVEs.
Checked smart-connections-mcp against OSV.dev.
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