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pulse8 ai cortex knowledge vault for LangChain

io.github.synpulse8-opensource/pulse8-ai-cortex-knowledge-vault

Agent-native knowledge OS on Markdown: typed graph, hybrid search, and compiler over MCP.

client:LangChain transport:stdio runtime:pypi

Install pulse8 ai cortex knowledge vault in LangChain

pip install langchain-mcp-adapters

from langchain_mcp_adapters.client import MultiServerMCPClient

client = MultiServerMCPClient({
        "pulse8-ai-cortex-knowledge-vault": {
            "transport": "stdio",
            "command": "uvx",
            "args": ["pulse8-ai-cortex-knowledge-vault"],
        }
})

tools = await client.get_tools()

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

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