Constellate for LangChain
io.github.nkoteskey/constellate
Shared memory for x0x agents: check what failed, reuse verified answers, get second opinions.
client:LangChain
transport:stdio
runtime:npm
Install Constellate in LangChain
pip install langchain-mcp-adapters
from langchain_mcp_adapters.client import MultiServerMCPClient
client = MultiServerMCPClient({
"constellate": {
"transport": "stdio",
"command": "npx",
"args": ["-y", "constellate-mcp"],
}
})
tools = await client.get_tools()
get_tools() returns the server's tools as LangChain tools, ready for an agent. LangChain docs