Python SDK changes.

Updates for the Supermemory Python SDK and API client surface.

Chrome extension imports, metadata filtering, and MCP graph fixes #

Fixes

The Python OpenAI integration now saves memories instead of returning a runtime error.

Claude Code status command, Nova chat history, and Console fixes #

Fixes

The Python Pipecat integration now works for users without a memory profile.

Codex plugin routes memories into project Spaces #

Codex can organize captured work into custom memory containers and keep project Spaces named from the context it sees.

Fixes

Fixed the Python OpenAI SDK injecting an empty system prompt when no memories were found.

Microsoft Agent Framework integration, Console and connector fixes #

Improvements

Microsoft Agent Framework now has a Supermemory integration for automatic recall, optional conversation storage, and explicit memory tools.

MemoryBench providers, Claude skills, and container tag filtering #

Improvements

The Supermemory repository now includes a Claude skill with setup guidance and TypeScript and Python examples for adding memory to applications.