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This release is a pre-release and may not be stable for production use.

alpic-ai-insights

Capture user intents and feedback from servers using the official MCP Python SDK and deployed on Alpic.

pip install alpic-ai-insights
# or: uv add alpic-ai-insights
from alpic_ai_insights import capture_feedback, capture_intents
from mcp.server.fastmcp import FastMCP

mcp = FastMCP("My server")


@mcp.tool()
def search(query: str) -> str:
    return query


capture_intents(mcp)
capture_feedback(mcp)

See the Alpic documentation for filtering tools, capturing an existing argument, custom handlers, and low-level MCP server usage.

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