gctrl for LangChain
io.github.gctrl-tech/gctrl
Governed graph-native agent memory: knowledge extraction, fusion, hybrid RAG, scoped access tokens.
client:LangChain
transport:stdio
runtime:npm
Install gctrl in LangChain
pip install langchain-mcp-adapters
from langchain_mcp_adapters.client import MultiServerMCPClient
client = MultiServerMCPClient({
"gctrl": {
"transport": "stdio",
"command": "npx",
"args": ["-y", "gctrl-mcp"],
}
})
tools = await client.get_tools()
get_tools() returns the server's tools as LangChain tools, ready for an agent. LangChain docs