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LangChain

aictrl for LangChain

io.github.vasparshin/aictrl

Governance layer for AI coding agents: knowledge-graph grounding, session audit, policy controls.

client:LangChain transport:streamable-http

Install aictrl in LangChain

pip install langchain-mcp-adapters

from langchain_mcp_adapters.client import MultiServerMCPClient

client = MultiServerMCPClient({
        "aictrl": {
            "transport": "streamable_http",
            "url": "https://aictrl.dev/mcp",
        }
})

tools = await client.get_tools()

get_tools() returns the server's tools as LangChain tools, ready for an agent. LangChain docs

aictrl in other clients