# Changelog. Product updates across supermemory API, MCP, plugins, SDKs, local tooling, and research. [Web app](https://supermemory.ai/changelog/connect-apps-from-one-integrations-page/) May 27, 2026 ## [Connect apps, plugins, and knowledge bases from one integrations page](https://supermemory.ai/changelog/connect-apps-from-one-integrations-page/) [#](https://supermemory.ai/changelog/connect-apps-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 filtering /v3/search by a customId docId returned no results.](https://supermemory.ai/docs/search) * Fixed an issue where the Manage billing button sometimes failed to open the billing portal. ### Polish * Redesigned the login page with a split layout and an animated context panel. [Plugins](https://supermemory.ai/changelog/codex-routes-memory-into-project-spaces/) May 26, 2026 ## [Codex plugin routes memories into project Spaces](https://supermemory.ai/changelog/codex-routes-memory-into-project-spaces/) [#](https://supermemory.ai/changelog/codex-routes-memory-into-project-spaces/) Codex can organize captured work into custom memory containers and keep project Spaces named from the context it sees. ### Improvements * [The Codex plugin now recalls your profile at session start; fresh installs capture at session end by default.](https://supermemory.ai/docs/integrations/codex) * [Claim startup credits from the Console billing page with a promo code.](https://console.supermemory.ai/) * Memories now show a temporary title while they are still being processed. ### Fixes * Fixed conversations ingested from plugins being attributed to the API instead of their actual source. * [Self-hosted servers now report a clear configuration error when the content-extraction API key is missing.](https://supermemory.ai/docs/self-hosting/configuration) * Fixed the Python OpenAI SDK injecting an empty system prompt when no memories were found. [Web app](https://supermemory.ai/changelog/nova-works-like-a-mobile-app/) May 25, 2026 ## [Nova mobile redesign: bottom navigation and app-like layout](https://supermemory.ai/changelog/nova-works-like-a-mobile-app/) [#](https://supermemory.ai/changelog/nova-works-like-a-mobile-app/) Nova now behaves like a mobile-first app instead of a desktop layout squeezed onto a phone. ### Improvements * Claude Code and OpenClaw plugin tools now use consistent supermemory-prefixed names, with legacy names still working. * Team invites with restricted access now require the Scale plan, with an upgrade option shown on Pro. * [Fresh OpenCode plugin installs now recall your profile on the first message only by default.](https://supermemory.ai/docs/integrations/opencode) * [Added team management in Nova account settings.](https://app.supermemory.ai/) * Added credits and top-up options to Nova billing settings. ### Fixes * Fixed console onboarding where card clicks skipped ahead and upgrade links were unreachable. * Prevented multi-file upload queue rows from being clipped. ### Polish * Settings, the connect-AI modal, and bottom navigation now adapt correctly to small screens. [Web app](https://supermemory.ai/changelog/2026-05-24-memory-generation-settings-redesign/) May 24, 2026 ## [Smarter memory generation with timestamps, settings redesign, and Drive PDF previews](https://supermemory.ai/changelog/2026-05-24-memory-generation-settings-redesign/) [#](https://supermemory.ai/changelog/2026-05-24-memory-generation-settings-redesign/) 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. ### Highlights * Memory generation now uses timestamps and recent history, so new information connects to related memories more accurately. * Redesigned the settings page and moved billing into its own tab. * [Google Drive PDFs now preview inline instead of failing to load in the document viewer.](https://supermemory.ai/docs/connectors/google-drive) ### Fixes * Memorybench no longer fails Zep ingestion for datasets with bare YYYY-MM-DD dates. * Notion and Google Drive dashboard suggestions now open the connect flow instead of doing nothing. * Fixed an issue where Memory of the Day could link to a deleted document and open a blank page. * 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. * Document processing now completes even when memory generation fails for part of a batch. * [The OpenClaw plugin no longer saves memories or spends tokens on automated background runs.](https://supermemory.ai/docs/integrations/openclaw) * Fixed the graph controls gap on small screens and the model selector dropdown hiding behind other controls. ### Polish * Quick notes now use the full rich text editor with slash commands and expand while you type. * Memory filter chips now scroll in their own row on phones instead of squeezing together. * The memories timeline in the web app now lays out correctly on smaller screens. [Web app](https://supermemory.ai/changelog/2026-05-19-playground-auto-learn-smfs-quickstart/) May 19, 2026 ## [Playground Auto-Learn, SMFS Docker quickstart, and plugin memory previews](https://supermemory.ai/changelog/2026-05-19-playground-auto-learn-smfs-quickstart/) [#](https://supermemory.ai/changelog/2026-05-19-playground-auto-learn-smfs-quickstart/) 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 * [The console playground now has an Auto-Learn setting that saves completed exchanges as memories.](https://console.supermemory.ai/) * [SMFS now ships a Dockerfile and devcontainer quickstart for running in containers.](https://github.com/supermemoryai/smfs) * Memories saved by plugins and MCP now render with rich previews in the web app. ### Improvements * [The Console playground now includes an SMFS bash mode and a redesigned sidebar.](https://supermemory.ai/docs/smfs/bash-tool) * [Highlight chat now opens an inline reply and starts a fresh thread with the highlight as context.](https://app.supermemory.ai/) * You can now select and delete multiple spaces at once from the space selector. * [The SMFS Python bash tool now includes OpenAI and LangChain example agents.](https://supermemory.ai/docs/smfs/bash-tool-python) * [The Codex plugin can now save, search, and forget memories in custom container tags.](https://supermemory.ai/docs/integrations/codex) ### Fixes * Fixed an issue where Pro plan users were asked to upgrade before inviting their included teammates. * Fixed an issue where MCP clients using the 2025-06-18 auth spec could not connect. * Fixed an issue where users who had unsubscribed from emails stopped receiving login magic links. * Fixed the memory of the day card opening the list view instead of its source document. * Fixed API key creation failing during Raycast setup and redesigned the setup modal. * Fixed chat auto-scroll after the first message and improved Support & Help spacing on mobile. * Home recents keep a stable layout while loading, and the org switcher now scrolls long org lists. * Org plan tier badges now show correctly in settings, and the Nova chat empty state was refreshed. * Large connector syncs now import documents up to your quota instead of failing the whole batch. * Fixed an issue where email-change confirmation emails sometimes never arrived. * The chat model selector now closes when you click outside it. ### Polish * The Codex plugin now shows its logo and description on the Integrations page. * The share graph, bookmarks section, and navigation controls now adapt to smaller screens. * [Added a setup guide for the Codex plugin covering installation and memory scopes.](https://supermemory.ai/docs/integrations/codex) * Improved mobile layouts across the web app and removed the mobile banner. * The document modal's memory graph now shows only memories from the selected document and space. * Mobile browsers now show install instructions for adding the web app to your home screen. * Tightened Nova's chat composer spacing so it clears the bottom edge on phones. * Connections that need reauthorization now show a Reconnect button in the web app. * [You can now create container tags inline from the console playground composer.](https://supermemory.ai/docs/concepts/container-tags) * The 'Add to Home Screen' prompt now opens the device share menu directly. * The memory graph now loads all your documents automatically with a progress chip. [Web app](https://supermemory.ai/changelog/2026-05-14-metadata-filtering-subscription-cancellation/) May 14, 2026 ## [Metadata filtering for ingestion, subscription cancellation in-app, and email notifications](https://supermemory.ai/changelog/2026-05-14-metadata-filtering-subscription-cancellation/) [#](https://supermemory.ai/changelog/2026-05-14-metadata-filtering-subscription-cancellation/) 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 a filterByMetadata option to scope which memories are used as context during ingestion.](https://supermemory.ai/docs/concepts/filtering) * You can now cancel Pro and Scale subscriptions directly from billing settings, keeping paid features until the period ends. * Added email notifications for account deletion, organization deletion, and plan changes. ### Improvements * [OpenClaw can now show how many memories informed each response, with a /memory-usage toggle.](https://supermemory.ai/docs/integrations/openclaw) * Onboarding now verifies X and LinkedIn profiles and shows their status before you continue. * [Nova's settings page now shows connector sync status, with manual re-sync and sync run history.](https://app.supermemory.ai/) * [S3 connector docs now show the correct config shape, with a new Cloudflare R2 example.](https://supermemory.ai/docs/connectors/s3) ### Fixes * New users connecting a plugin are now taken through onboarding first. * Fixed chat history not loading when opening the recent conversations sheet. * Fixed an error that broke adding documents in the web app. * The settings sidebar no longer overflows its layout. * Removed excessive bottom padding below the input bar on the mobile dashboard. * 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. * Outdated onboarding links now redirect to the current onboarding flow instead of a 404 page. ### Polish * The console dashboard now adapts its layout to narrow screens. * Graph popover content is now scrollable and includes a View full button. * The mobile header and space selector dropdown now align correctly. * [The plugins page now includes Codex and has a redesigned layout.](https://supermemory.ai/docs/integrations/codex) [Console](https://supermemory.ai/changelog/upload-markdown-files-in-console/) May 9, 2026 ## [Upload Markdown files in the Console](https://supermemory.ai/changelog/upload-markdown-files-in-console/) [#](https://supermemory.ai/changelog/upload-markdown-files-in-console/) Console document uploads now accept Markdown files. ### Improvements * [File URLs returned by the API are now signed and expire after 24 hours, so leaked links stop working.](https://supermemory.ai/docs/document-operations) ### Fixes * The usage bar in the web app now displays correctly on mobile. * Fixed an issue where upgrading your plan could fail in the web app. ### Polish * The graph view and the add-memory modal now adapt to smaller screens. [API](https://supermemory.ai/changelog/usage-based-api-billing/) May 8, 2026 ## [Usage-based API billing](https://supermemory.ai/changelog/usage-based-api-billing/) [#](https://supermemory.ai/changelog/usage-based-api-billing/) API billing now follows metered usage instead of relying only on fixed quotas. ### Improvements * The file upload endpoint now accepts customId and entityContext, matching the memory add endpoint. * Usage analytics now report token usage per API key for tracking against plan limits. ### Fixes * Fixed an issue where document metadata updates didn't appear in search results. * Fixed an issue where chat in the web app used the default model instead of the selected one. [Plugins](https://supermemory.ai/changelog/supermemory-for-amp/) May 7, 2026 ## [Amp plugin: memory that persists across agent runs](https://supermemory.ai/changelog/supermemory-for-amp/) [#](https://supermemory.ai/changelog/supermemory-for-amp/) 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 /v3/search errors on AND queries with multiple metadata filters. * Fixed an issue where skipping onboarding steps failed to create an organization. [Web app](https://supermemory.ai/changelog/2026-05-06-nova-redesign-week/) May 6, 2026 ## [Nova redesign: new dashboard, timeline view, and connection management](https://supermemory.ai/changelog/2026-05-06-nova-redesign-week/) [#](https://supermemory.ai/changelog/2026-05-06-nova-redesign-week/) 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. ### Highlights * [Redesigned Nova with a new home dashboard, timeline view, refreshed onboarding, and expanded settings.](https://app.supermemory.ai/) * [Connections are now managed from the Add Memory modal, and disconnecting lets you keep or delete imported memories.](https://app.supermemory.ai/) * MCP clients can now load OAuth discovery metadata reliably. ### Improvements * Saving LinkedIn and X links to Nova now extracts their content reliably. * The Nova dashboard has refreshed theming across the home view, highlights, and chat input. ### Fixes * Fixed an issue where copying an instant API key in the console command palette dismissed the key without confirmation. * Fixed an issue where organization creation failed during onboarding. * Deleting an account now removes its related data cleanly. * Temporary billing-service outages no longer block API requests. * The space selector now opens and switches spaces reliably. * Fixed memory cards not showing their selected state when multi-selecting, and redesigned the selection toolbar. * Limit and threshold values are no longer clipped in the playground sidebar inputs. * [Fixed document list requests failing for very large documents; list responses now return a content preview.](https://supermemory.ai/docs/document-operations) ### 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. [Newer May 28 – Jun 12 ](https://supermemory.ai/changelog/page/5/) 1. [ ](https://supermemory.ai/changelog/) 2. [ ](https://supermemory.ai/changelog/page/2/) 3. [ ](https://supermemory.ai/changelog/page/3/) 4. [ ](https://supermemory.ai/changelog/page/4/) 5. [ ](https://supermemory.ai/changelog/page/5/) 6. [ ](https://supermemory.ai/changelog/page/6/) 7. [ ](https://supermemory.ai/changelog/page/7/) 8. [ ](https://supermemory.ai/changelog/page/8/) 9. [ ](https://supermemory.ai/changelog/page/9/) 10. [ ](https://supermemory.ai/changelog/page/10/) 11. [ ](https://supermemory.ai/changelog/page/11/) 12. [ ](https://supermemory.ai/changelog/page/12/) 13. [ ](https://supermemory.ai/changelog/page/13/) Page 6 of 13May 6–27 [Older Apr 10 – May 2 ](https://supermemory.ai/changelog/page/7/) ## Start building with supermemory. Memory and continual learning for any model, any harness. Available through our API, plugins, and MCP. [Build with supermemory ](https://console.supermemory.ai/)