Changelog.

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

Supermemory Console updates#

A new sidebar, smoother memory graphs, and fixes for Notion sync and container merges.

Two-factor authentication

Improvements

Fixes

  • Merge containers with overlapping customIds without errors. The incoming copy gets a _merge suffix.

Chrome extension imports from ChatGPT, Claude, Grok, and Gemini, plus smarter memory profiles#

The Chrome extension guides imports from ChatGPT, Claude, Grok, and Gemini; long memory profiles preserve recent, frequently updated facts while summarizing older context; and shareable integration links open a specific connection ready to set up.

Improvements

  • Creating an organization from Settings now opens onboarding with its name prefilled.
  • Container tag pages can now open Playground with that tag selected and ready to test.

Fixes

  • The delete-organization dialog now focuses the confirmation field reliably.

Nova message editing and prompt queue, Claude Code /supermemory:status, and Cursor session memory#

Nova adds message editing, a three-prompt queue, and Instant and Thinking modes; Claude Code gains /supermemory:status for authentication, project, and API key details; Cursor loads project memory at session start and saves it when the session ends.

Fixes

Export your documents and memories from Settings#

Request a JSON export of up to 25,000 documents and memories. Organization exports require owner or admin access, and download links expire after six hours.

Improvements

  • Console's empty Documents page now links directly to Import and the API docs.

Console billing status, chat space default, and MCP key fix#

The console billing page shows when a cancelled plan's access ends, organization names can be updated from web app settings, the chat input space selector defaults to Auto, and MCP clients reuse their active API key on reconnect.

Improvements

  • The console billing page now shows when your plan is cancelled and when access ends.

Connect apps, plugins, and knowledge bases from one integrations page#

The integrations catalog brings setup cards, categories, connection state, and deep links into one place.

Fixes

  • Fixed an issue where toggling credit auto-reload in console billing didn't save without clicking Save.
  • Fixed an issue where deleting a large organization could fail.
  • Fixed an issue where the Manage billing button sometimes failed to open the billing portal.

Nova mobile redesign: bottom navigation and app-like layout#

Nova now behaves like a mobile-first app instead of a desktop layout squeezed onto a phone.

Improvements

  • Team invites with restricted access now require the Scale plan, with an upgrade option shown on Pro.

Fixes

  • Fixed console onboarding where card clicks skipped ahead and upgrade links were unreachable.

Smarter memory generation with timestamps, settings redesign, and Drive PDF previews#

Memory generation now uses timestamps and recent history so new information connects to related memories more accurately, the settings page is redesigned with billing in its own tab, and Google Drive PDFs preview inline in the document viewer.

Fixes

  • Fixed the console billing period and usage bar to match your actual credit balance and reset date.
  • Fixed an issue where each playground exchange created a separate document instead of one per conversation.

Playground Auto-Learn, SMFS Docker quickstart, and plugin memory previews#

The console playground can save completed exchanges as memories with Auto-Learn, SMFS ships a Dockerfile and devcontainer quickstart with OpenAI and LangChain example agents, and memories saved by plugins and MCP render with rich previews.

Highlights

Improvements

Fixes

  • Fixed an issue where Pro plan users were asked to upgrade before inviting their included teammates.
  • Fixed an issue where users who had unsubscribed from emails stopped receiving login magic links.

Polish

Metadata filtering for ingestion, subscription cancellation in-app, and email notifications#

Scope which memories inform ingestion with filterByMetadata, cancel Pro and Scale subscriptions from billing settings, get email notifications for account and plan changes, and see connector sync status in Nova.

Highlights

  • Added email notifications for account deletion, organization deletion, and plan changes.

Fixes

  • Fixed the container tag dropdown being clipped inside team and connect dialogs in the console.
  • Fixed an issue where the top-up credits tile on the console billing page showed the wrong balance.

Polish

  • The console dashboard now adapts its layout to narrow screens.

Amp plugin: memory that persists across agent runs#

Amp can recall memory at the start of an agent run and save useful outcomes when the run ends.

Fixes

  • Fixed the plan downgrade dialog keeping the previous confirmation text when it reopens.
  • Fixed an issue where skipping onboarding steps failed to create an organization.

Nova redesign: new dashboard, timeline view, and connection management#

Nova gets a redesigned home dashboard, timeline view, refreshed onboarding, and expanded settings; connections move into the Add Memory modal; plus fixes for account deletion, MCP OAuth discovery, billing resilience, and the console.

Fixes

  • Fixed an issue where copying an instant API key in the console command palette dismissed the key without confirmation.
  • Limit and threshold values are no longer clipped in the playground sidebar inputs.

Polish

  • Added a change email button to the console account settings page.
  • The org picker now shows the signed-in email and a sign out button.

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.

Fixes

  • Fixed a crash in the Console playground.

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

  • Console's Import tab now accepts .docx files.

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.

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.

Fixes

  • New API keys now appear immediately in Console, and deleted scoped keys are removed completely.

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.

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.

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.

User Insights, memory list API, and MCP authorization fixes#

Console labels User Insights and team invitations as Scale or Enterprise features before setup, Notion connector docs clarify how documentLimit applies per sync, and User Insights now completes for larger organizations with visible processing state.

Improvements

  • Console now labels User Insights and team invitations as Scale or Enterprise features before setup.

Fixes

  • User Insights now completes for larger organizations and shows its processing state immediately.

User Insights: reports on user segments and content patterns#

Generate Console reports about user segments, knowledge domains, and content patterns, with an optional prompt to focus the analysis.

Improvements

Fixes

  • You can now forget memories from a Console profile without getting a 404 error.
  • Organization invite links now guide signed-out users through login, require approval, and explain account mismatches.
  • Usage emails no longer send the 80% warning after an organization has already reached its limit.

CLI setup command, Search API aggregation, and Console fixes#

Search API requests can set aggregate: true to combine related memory fragments into synthesized results, the CLI gets a guided setup command and interactive init, and several CLI fixes cover --no-browser, upload tags, and scoped keys.

Fixes

  • Console now explains when a plugin requires a paid plan instead of silently redirecting to Billing.

Run the CLI with npx, delete accounts and documents#

Run the Supermemory CLI with npx supermemory, permanently delete your account and owned organizations from account settings, and delete completed or failed documents from their detail page in Console.

Improvements

  • Account settings in Console and Nova can now permanently delete your account and every organization you own.
  • You can now delete completed or failed documents from their detail page in Console.

Nova onboarding, API search, and OpenClaw plugin fixes#

Empty Nova spaces can switch to All Spaces to find memories stored elsewhere, raw base64 images are recognized correctly during summarization, and OpenClaw recognizes Supermemory as its active memory backend.

Fixes

  • Privacy Policy and Terms links on Nova and Console sign-in pages now open the correct pages.

Console improvements: API key flow and request analytics#

Console's API key flow gets a guided side panel for expiry and scope with the key shown once, and the Requests page summarizes request volume, success rate, average search latency, and request types with per-key filtering.

Improvements

Fixes

  • The graph's All Tags button now reliably opens the container-tag filter after tags load.

Document ingestion reliability fixes and Nova improvements#

Document ingestion can run up to three targeted searches to retrieve related memories as context, Nova explains region-unavailable models and offers alternatives, and the open-source LLM Bridge library supports OpenAI Responses and cross-provider streaming.

Fixes

  • Console onboarding now advances after you choose a plugin and shows its installation steps instead of No integration selected.
  • Invitation links now explain when you're signed into the wrong account and let you sign out to continue with the invited email.

Memory expiration fields, plus Nova, MCP, and plugin fixes#

New v4 memories can carry an expiration time, a reason for forgetting, and document or event dates, sign-ups with unsupported email domains get a clear rejection, and usage limits account for full request size.

Fixes

  • Usage limits now account for the full size of each request and allow continued processing when organization overage is enabled.

Console documents page, scoped API keys, and connector fixes#

Scoped API keys can grant access to multiple container tags, Console's organization picker shows each organization's plan and usage totals, and empty Nova spaces offer direct actions to start saving content.

Improvements

Fixes

  • Console's API key list no longer crashes when an existing key has no metadata.

Console billing updates and Documents API audio transcription#

Paid Console users can open the billing portal from the Billing page, the Requests page gets adjustable page sizes, connector setup lets you choose a document limit, and the Documents API adds audio transcription.

Improvements

  • Paid Console users can now open the billing portal from the Billing page.
  • Console's Requests page now lets you choose how many rows to show per page.
  • Console connector setup now lets you choose a document limit from 1 to 500.

Polish

  • Console Billing now shows the current plan, overage controls, and previous period side by side, with the downgrade action on the current plan.

Microsoft Agent Framework integration, Console and connector fixes#

Microsoft Agent Framework gains a Supermemory integration with automatic recall, optional conversation storage, and explicit memory tools, Nova adds multi-select document deletion, and Console admins can copy pending invitation links.

Improvements

Fixes

  • Console request links now open a document in its actual container tag instead of falling back to the default space.

Plugin sign-in approval, Console and Nova fixes#

Plugin sign-in now shows an approval page before returning an API key to the requesting app, OpenCode gains a /supermemory-logout command, OpenClaw builds memory from user messages while treating agent replies as context, and plugin sign-in works for users with multiple organizations.

Fixes

  • Container tags containing URL-sensitive characters can now be viewed, updated, and deleted correctly in Console.
  • Console now shows clear not-found states for missing documents and container tags.
  • Fixed an issue where plugin sign-in failed silently for users with multiple organizations instead of letting them choose an organization and return to the connection.

ViaSocket guide, memory graph tag filters, and Console billing fixes#

A new ViaSocket guide covers Supermemory searches and profiles in no-code flows, Console's memory graph filters by container tags, and scheduled downgrades now show the correct billing actions.

Improvements

  • Console's memory graph can now be filtered by one or more container tags.

Fixes

  • After a scheduled downgrade, Console Billing now shows the correct upgrade and downgrade actions, and reopening the confirmation dialog starts with an empty field.

Console plan downgrade flow and login redirect loop fix#

Console plan downgrades now start with a prefilled support email instead of cancelling immediately, and expired sessions no longer bounce between Console and the login page in a redirect loop.

Improvements

  • Console now starts plan downgrades with a prefilled support email instead of cancelling the subscription immediately.

Fixes

  • Expired sessions no longer bounce between Console and the login page in an endless redirect loop.

Attach project context to container tags for memory extraction#

Developers can attach project-specific context to a container tag so memory extraction uses it during ingestion, and the Startup Program application button opens a prefilled email.

Polish

  • The Startup Program application button now opens a prefilled email with fields for company, product, stage, and intended use.

Claude Code plugin: codebase indexing and Pro upgrade page#

The Claude Code plugin can explore a repository and save a reusable overview of its architecture, conventions, and key files, and free-plan connection attempts now lead to a dedicated Pro upgrade page.

Improvements

  • Free-plan Claude Code connection attempts now lead to a dedicated Pro upgrade page.

PDF import reliability and console organization fixes#

PDF imports retry failed pages with a fallback extractor without truncating long documents, and Console no longer shows accepted invitations as pending or overflows on long organization IDs.

Fixes

  • Console no longer shows accepted organization invitations as pending.
  • Long organization IDs no longer overflow the account menu.

Polish

  • Organization Settings and login content now stay within readable page widths.

Console container tag filters, Startup Program, and document fixes#

Console can filter recent documents by container tags, includes a Startup Program application with $1,000 in usage credits, and lets free organizations start a Pro upgrade from the sidebar.

Improvements

Fixes

  • Console document pages now show the requested number of distinct documents instead of letting multiple memories consume page slots.
  • Console usage cards now show the correct Free plan token and search limits.