Kshana PNT-resilience simulator for LangChain
io.github.ashfordeou/kshana-mcp
Validated Kshana PNT simulator: orbits, GNSS, fusion, receiver trust, interference maps.
client:LangChain
transport:stdio
runtime:oci
Install Kshana PNT-resilience simulator in LangChain
pip install langchain-mcp-adapters
from langchain_mcp_adapters.client import MultiServerMCPClient
client = MultiServerMCPClient({
"kshana-mcp": {
"transport": "stdio",
"command": "docker",
"args": ["run", "-i", "--rm", "ghcr.io/ashfordeou/kshana-mcp:0.41.0"],
}
})
tools = await client.get_tools()
get_tools() returns the server's tools as LangChain tools, ready for an agent. LangChain docs