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LangChain

AP Control Labs Finance Controls for LangChain

io.github.juodoc/ap-control

Read-only finance and operations controls for AI agents with evidence and safe next actions.

client:LangChain transport:streamable-http

Install AP Control Labs Finance Controls in LangChain

pip install langchain-mcp-adapters

from langchain_mcp_adapters.client import MultiServerMCPClient

client = MultiServerMCPClient({
        "ap-control": {
            "transport": "streamable_http",
            "url": "https://api-production-9502.up.railway.app/mcp",
        }
})

tools = await client.get_tools()

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

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