CtxVault for LangChain
io.github.filippo-venturini/ctxvault
Local memory for AI agents: semantic, skill and episodic vaults as plain folders on disk.
client:LangChain
transport:stdio
runtime:pypi
Install CtxVault in LangChain
pip install langchain-mcp-adapters
from langchain_mcp_adapters.client import MultiServerMCPClient
client = MultiServerMCPClient({
"ctxvault": {
"transport": "stdio",
"command": "uvx",
"args": ["ctxvault"],
}
})
tools = await client.get_tools()
get_tools() returns the server's tools as LangChain tools, ready for an agent. LangChain docs