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Quantabble — AP Science Misconception Diagnostics for LangChain

io.github.quantabble/ap-science-diagnostics

Misconception detection for AP Chemistry & Physics 1. 90% catch rate vs 24% baseline.

client:LangChain transport:streamable-http tools:2

Install Quantabble — AP Science Misconception Diagnostics in LangChain

pip install langchain-mcp-adapters

from langchain_mcp_adapters.client import MultiServerMCPClient

client = MultiServerMCPClient({
        "ap-science-diagnostics": {
            "transport": "streamable_http",
            "url": "https://quantabble-api.chemandphysicsmastery.workers.dev",
        }
})

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

Quantabble — AP Science Misconception Diagnostics in other clients