Mirascope

Mirascope is a Python and TypeScript toolkit that wraps LLM calls in a single unified interface: decorate a function with @llm.call("provider/model") and get retries, streaming, structured output parsed into Pydantic models, and tool-calling with an agent loop. The same code works across providers (Anthropic, OpenAI, Google, etc.) by abstracting provider differences. It positions itself as the minimal layer between raw provider SDKs and heavy frameworks — no graph engine, no mandatory cloud.

```bash

# Python

uv add "mirascope[all]"

# or: pip install mirascope

```

```python

from mirascope import llm

@llm.call("anthropic/claude-sonnet-4-5")

def recommend_book(genre: str):

return f"Recommend a {genre} book."

print(recommend_book("fantasy").text())

```

Set provider API keys as environment variables (e.g. ANTHROPIC_API_KEY). TypeScript version: npm i @mirascope/mirascope. Full docs at mirascope.com/docs.