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LangChain ScienceShot science reference image_sensor_snr

How to: LangChain ScienceShot science reference image_sensor_snr

client:LangChain transport:streamable-http tool:image_sensor_snr

Add ScienceShot science reference to LangChain

  1. 01

    Open pip install langchain-mcp-adapters and merge this in. Keep any servers already there.

from langchain_mcp_adapters.client import MultiServerMCPClient

client = MultiServerMCPClient({
        "science": {
            "transport": "streamable_http",
            "url": "https://scienceshot.com/mcp",
        }
})

tools = await client.get_tools()
  1. 02

    Save the file and restart LangChain.

  2. 03

    Ask for something image_sensor_snr does. LangChain lists the server's tools on connect and calls image_sensor_snr itself — you do not invoke it by name.

  3. 04

    If nothing happens, check the server is running and that ScienceShot science reference's identifier in your config matches the one above exactly.

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

Same tool, other clients

This list was read from the server itself, by connecting to it and calling tools/list on 14 November 2026. It is what the server actually exposes, not what its listing claims.

Mutating and Read-only are read off each tool's name, not its schema — a hint, not a guarantee. The registry stores tool names only; connect the server for its live schemas.