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copilot studio friction index for LangChain

io.github.adrianstauffer/copilot-studio-friction-index

Evidence-based register of known Copilot Studio errors and limits, with dated, human-verified fixes.

client:LangChain transport:streamable-http tools:7

Install copilot studio friction index in LangChain

pip install langchain-mcp-adapters

from langchain_mcp_adapters.client import MultiServerMCPClient

client = MultiServerMCPClient({
        "copilot-studio-friction-index": {
            "transport": "streamable_http",
            "url": "https://pcghrrzwqshejvifoxjq.supabase.co/functions/v1/friction-mcp",
        }
})

tools = await client.get_tools()

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

What LangChain can do once it is connected

copilot studio friction index in other clients