Unit 9 · Connect to external tools and data

Connect to remote MCP safely

You authorize remote MCP with OAuth, client credentials, or enterprise policy while keeping application identity separate. URL validation and SSRF protections stay enabled.

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Unit example (nearest native match)

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mcp = AxMCPClient(AxMCPStreamableHTTPTransport(endpoint), {"namespace": "inventory"})
    catalog = mcp.inspect_catalog()
    {"mcp": mcp},
    mcp.close()

Run itIn your own project

pip install axllm

from axllm import ai, ax

llm = ai('openai', api_key=os.environ['OPENAI_API_KEY'])
classify = ax('review:string -> sentiment:class "positive, negative, neutral"')

Set OPENAI_APIKEY in your environment before running provider-backed code.

In the ax repo

From a clone of the ax repo:

npm run example -- python src/examples/python/mcp/native-mcp-tools.py

Active practice

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Answer 2 in a row to learn this · attempt 1

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See the idea in context

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