Metadata-Version: 2.4
Name: alpic-ai-insights
Version: 1.162.0
Summary: User insights helpers for Alpic-hosted Python MCP servers
Author: Alpic
License-Expression: ISC
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.10
Classifier: Programming Language :: Python :: 3.11
Classifier: Programming Language :: Python :: 3.12
Classifier: Programming Language :: Python :: 3.13
Classifier: Programming Language :: Python :: 3.14
Requires-Python: >=3.10
Requires-Dist: mcp<2,>=1.29.0
Description-Content-Type: text/markdown

# alpic-ai-insights

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

```bash
pip install alpic-ai-insights
# or: uv add alpic-ai-insights
```

```python
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](https://docs.alpic.ai/user-insights/user-intents) for filtering tools, capturing an
existing argument, custom handlers, and low-level MCP server usage.
