MCP Task Orchestrator for LangChain
io.github.jpicklyk/task-orchestrator
Server-enforced workflow discipline for AI agents: work items, dependency graphs, quality gates
client:LangChain
transport:stdio
runtime:oci
Install MCP Task Orchestrator in LangChain
pip install langchain-mcp-adapters
from langchain_mcp_adapters.client import MultiServerMCPClient
client = MultiServerMCPClient({
"task-orchestrator": {
"transport": "stdio",
"command": "docker",
"args": ["run", "-i", "--rm", "ghcr.io/jpicklyk/task-orchestrator:3.14.0"],
}
})
tools = await client.get_tools()
get_tools() returns the server's tools as LangChain tools, ready for an agent. LangChain docs