add anthropic and open_response LLM format support

feat: add support for ACP

change default provider

clean up

add build-in tools and easy to quit

add demo link

Set Python version to 3.11 for HF Space compatibility

update link

update README

Merge remote README changes with local sdk_version and app_file

Update README.md

add configuration

amcp agent init