Advanced MCP Features

The MCP Python SDK offers two advanced features for building more sophisticated servers: Sampling and Completions.

Sampling allows your tools to call the LLMA model trained on text to predict the next token, and so to generate language. during execution. Instead of just returning data from the database, a tool can ask the LLM that powers the Agent to transform, explain, or enhance that data.