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LangChain

vault knowledge for LangChain

com.seanwinslow/vault-knowledge

Read-only MCP over a vault's typed knowledge graph: concept search, contradictions, article fetch.

client:LangChain transport:stdio runtime:npm

Install vault knowledge in LangChain

pip install langchain-mcp-adapters

from langchain_mcp_adapters.client import MultiServerMCPClient

client = MultiServerMCPClient({
        "vault-knowledge": {
            "transport": "stdio",
            "command": "npx",
            "args": ["-y", "@swins/vault-knowledge-mcp"],
        }
})

tools = await client.get_tools()

get_tools() returns the server's tools as LangChain tools, ready for an agent. LangChain docs

vault knowledge in other clients