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mcp/harbor
LangChain

context vault for LangChain

io.github.rajdeepdas43/context-vault

Governed memory for AI agents (Paramind AI): conflict-checked writes, time-travel reads, ACL, audit.

client:LangChain transport:stdio runtime:pypi

Install context vault in LangChain

pip install langchain-mcp-adapters 

from langchain_mcp_adapters.client import MultiServerMCPClient

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

tools = await client.get_tools()

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

context vault in other clients

context vault MCP server