Changelog.

Product updates across supermemory API, MCP, plugins, SDKs, local tooling, and research.

Use SMFS from sandboxed agents with TypeScript and Python SDKs#

SMFS bash SDKs give TypeScript and Python agents a virtual memory-backed filesystem when they cannot mount a real folder.

Fixes

  • Fixed an issue where the Codex plugin recalled only user memories and skipped project-scoped ones.
  • Fixed an issue where the Codex plugin never saved short sessions or turns after the last prompt.

Mount memory as a local folder with SMFS#

SMFS mounts a Supermemory container as a local folder that shells, editors, and agents can use through ordinary file operations.

SMFS turns a Supermemory container into a folder tools already understand.

Improvements

Fixes

  • Notion syncs for large workspaces no longer fail on rate limits.
  • Fixed a crash in the Console playground.
  • app.notion.com URLs are now recognized when importing Notion pages.
  • Fixed an issue where Gmail syncs could crash partway through.
  • Fixed PATCH document updates returning a 409 conflict against the document's own filepath.

Console .docx import, SMFS Python tool, and search fixes#

The examples repository adds research-assistant, knowledge-base, and code-sandbox templates, Console's Import tab accepts .docx files, and the SMFS repository gains an alpha Python tool for file operations and semantic memory search.

Improvements

Fixes

  • Codex capture no longer stores injected context or ingests the same fallback turn twice.
  • v4 search now reranks results when requested instead of silently returning the original order.
  • Nova login now shows magic-link and social sign-in errors instead of silently continuing.

Persistent memory plugin for OpenAI Codex#

Install the Codex plugin to recall project and user memory, capture completed sessions, and explicitly search or save context.

Improvements

Fixes

  • The Search Supermemory Apple Shortcut now opens a working install link.
  • The AI SDK wrapper now continues without memory when retrieval fails or exceeds five seconds.

Connector sync cleanup, MCP project list refresh, and email polish#

Deleting an organization or account stops connector syncs and fully disconnects connections, MCP project lists refresh after a new project is used, and transactional emails use shorter layouts with plain links and one-time codes.

Fixes

  • Deleting an organization or account now stops connector syncs and fully disconnects connections.
  • MCP project lists now refresh after a new project is used and periodically pick up changes.

Polish

  • Login, email-change, and team-invite emails now use shorter layouts with plain links and one-time codes.

Choose which Google Drive folders and files sync#

Google Drive sync can be limited to selected folders and files instead of importing everything.

Improvements

Fixes

  • MCP connections no longer fail while creating the API key used for a session.
  • The withSupermemory wrapper now supports models that expose metadata through getters.
  • Console onboarding now prevents duplicate organization creation while the name step is submitting.

Usage metering and Console onboarding fixes#

Organizations with overages off now stop at their included allowance, organization creation during onboarding reliably activates and continues, and document updates count only newly added content.

Fixes

  • Organizations with overages off now stop at their included allowance instead of recording billable usage.
  • Creating an organization during Console onboarding now reliably activates it and continues setup.
  • Updating a document now counts only newly added content instead of re-counting unchanged text.

Test and tune memory search in the Console#

Run v3 or v4 searches, tune retrieval settings, and inspect scored results, timing, or raw JSON before integrating the API.

Improvements

Fixes

  • New API keys now appear immediately in Console, and deleted scoped keys are removed completely.
  • Document processing now recovers from blocked generated output instead of failing memory generation.

Polish

  • API key previews now preserve the recognizable prefix and use a consistent masked length.
  • Console now adapts its navigation, dialogs, panels, headers, and tables to phone-sized screens.

Console organization limits, memory graph, and connector fixes#

Console stops organization creation at the three-organization limit with guidance on requesting more, free organizations lose overage access after a paid plan is canceled, and the memory graph is readable in light and dark mode.

Improvements

  • Console now stops organization creation at the three-organization limit and explains how to request more.

Fixes

  • Free organizations no longer keep overage access after a paid plan is canceled.
  • The Console memory graph now has readable nodes, labels, and relationships in light and dark mode.
  • The API now rejects connector documents without an access token instead of ingesting their URL as text.

Organization reset and Console permission fixes#

Owners and admins can reset an organization while keeping members, billing, and the default project, CLI-created agents appear on Console's Agents page, and restricted members no longer see admin-only commands.

Improvements

  • Owners and admins can reset an organization, clearing its data and connections while keeping members, billing, and the default project.
  • Product-tip and usage emails now include a working unsubscribe link.

Fixes

  • CLI-created agents now appear on Console's Agents page.
  • Restricted members no longer see admin-only commands, Organization settings, or empty sidebar sections.
  • Starting User Insights twice no longer creates competing runs or clears the active report.
  • Plan-gated Console pages now recognize plan changes without another sign-in.
  • MCP clients connecting to /mcp no longer get a 404 during initialization.
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