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LangChain Nimbus BCI data.inspect_file

How to: LangChain Nimbus BCI data.inspect_file

client:LangChain transport:streamable-http tool:data.inspect_file

Add Nimbus BCI 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({
        "nimbus-mcp": {
            "transport": "streamable_http",
            "url": "https://nimbus-mcp.fly.dev/mcp",
        }
})

tools = await client.get_tools()
  1. 02

    Save the file and restart LangChain.

  2. 03

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

  3. 04

    If nothing happens, check the server is running and that Nimbus BCI'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

Set these first

Nimbus BCI will not start until these are set, so data.inspect_file never becomes available.

  • NIMBUS_API_URL
  • NIMBUS_TOKEN
  • NIMBUS_TOKEN_FILE
  • NIMBUS_MCP_KEY
  • NIMBUS_MCP_KEY_FILE

Same tool, other clients

This list was read from the server itself, by connecting to it and calling tools/list on 5 October 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.