# Changelog. Product updates across supermemory API, MCP, plugins, SDKs, local tooling, and research. [All ](https://supermemory.ai/changelog/) [API ](https://supermemory.ai/changelog/api/) [Plugins & MCP ](https://supermemory.ai/changelog/plugins/) [SDKs ](https://supermemory.ai/changelog/sdk/) [API](https://supermemory.ai/changelog/supermemory-api-v5/) October 7, 2026 ## [Supermemory API v5 is here](https://supermemory.ai/changelog/supermemory-api-v5/) [#](https://supermemory.ai/changelog/supermemory-api-v5/) The memory API built for AI agents. Simpler responses, Markdown output, and namespaces to organize your data. [Migrate from v3 or v4](https://supermemory.ai/docs/migration/api-v5): run `npx supermemory migrate` to update your integration. Your existing data stays in place. * [Get started with API v5](https://supermemory.ai/docs): copy the setup prompt into your coding agent. * [API v5 reference](https://supermemory.ai/docs/v5/api-reference/overview): explore endpoints, parameters, and response formats. Integration guides: [Supermemory SDK](https://supermemory.ai/docs/integrations/supermemory-sdk) ยท [Connectors](https://supermemory.ai/docs/connectors/overview). [Console](https://supermemory.ai/changelog/2026-09-21-console-updates/) September 21, 2026 ## [Supermemory Console updates](https://supermemory.ai/changelog/2026-09-21-console-updates/) [#](https://supermemory.ai/changelog/2026-09-21-console-updates/) A new sidebar, smoother memory graphs, and fixes for Notion sync and container merges. ### Two-factor authentication * [Secure your account with two-factor authentication (2FA). Available on Scale and Enterprise plans.](https://console.supermemory.ai/settings/account#two-factor) * Admins can require 2FA across the organization. Team members must enable it before they can access the organization. ### Improvements * Memory Graph now loads progressively, so you can explore connections before loading finishes. * Navigate Supermemory Console with a new sidebar for Data, Developer tools, and Settings. * [Remove a connector and its synced documents together, or keep the documents in Supermemory.](https://console.supermemory.ai/connectors) ### Fixes * Merge containers with overlapping customIds without errors. The incoming copy gets a \_merge suffix. [Web app](https://supermemory.ai/changelog/sign-in-to-supermemory-with-agentid/) August 17, 2026 ## [Sign in with AgentID, or let your agent create its own account](https://supermemory.ai/changelog/sign-in-to-supermemory-with-agentid/) [#](https://supermemory.ai/changelog/sign-in-to-supermemory-with-agentid/) Agents can sign in to the console and web app with their own AgentID identity instead of a shared human login, and the agent's verified owner is invited as an admin to any organization it creates. [API](https://supermemory.ai/changelog/2026-07-03-dreaming-retries-mcp-reconnect/) July 3, 2026 ## [Dreaming batch retries, MCP client reconnection fix, and the Cursor install guide](https://supermemory.ai/changelog/2026-07-03-dreaming-retries-mcp-reconnect/) [#](https://supermemory.ai/changelog/2026-07-03-dreaming-retries-mcp-reconnect/) Stalled or failed Dreaming batches now retry without blocking newer batches in the same container, reconnecting an approved MCP client reuses its API key, and the Cursor installation guide uses the published integration package. ### Fixes * Starting or cancelling a plan in Console no longer fails with a server error. [Web app](https://supermemory.ai/changelog/2026-06-24-chrome-extension-imports-memory-profiles/) June 24, 2026 ## [Chrome extension imports from ChatGPT, Claude, Grok, and Gemini, plus smarter memory profiles](https://supermemory.ai/changelog/2026-06-24-chrome-extension-imports-memory-profiles/) [#](https://supermemory.ai/changelog/2026-06-24-chrome-extension-imports-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. [Web app](https://supermemory.ai/changelog/2026-06-15-multi-link-memories-apple-shortcuts/) June 15, 2026 ## [Multi-link Add Memory, Apple Shortcuts setup, and organization deletion](https://supermemory.ai/changelog/2026-06-15-multi-link-memories-apple-shortcuts/) [#](https://supermemory.ai/changelog/2026-06-15-multi-link-memories-apple-shortcuts/) Paste multiple links into Add Memory to create a separate memory per URL, set up Apple Shortcuts from a single dialog, browse Integrations before signing in, and delete an organization from the Settings danger zone. ### Highlights * Organization owners can now delete an organization from the Settings danger zone. ### Fixes * Resuming organization setup no longer creates a duplicate organization. ### Polish * Settings now opens in one modal with organization, account, billing, and connection controls. [Console](https://supermemory.ai/changelog/compare-answers-with-and-without-memory/) June 12, 2026 ## [Compare answers with and without memory](https://supermemory.ai/changelog/compare-answers-with-and-without-memory/) [#](https://supermemory.ai/changelog/compare-answers-with-and-without-memory/) The Console playground can run the same prompt with and without Supermemory so developers can see what memory changes. [Web app](https://supermemory.ai/changelog/attach-files-to-nova-chats/) June 8, 2026 ## [Attach files to Nova chats and choose what becomes memory](https://supermemory.ai/changelog/attach-files-to-nova-chats/) [#](https://supermemory.ai/changelog/attach-files-to-nova-chats/) Nova keeps attached files with the thread and lets you choose whether each file becomes memory. ### Improvements * Files, links, and notes added from Console now begin memory extraction immediately. [Web app](https://supermemory.ai/changelog/2026-06-07-nova-message-editing-claude-code-status/) June 7, 2026 ## [Nova message editing and prompt queue, Claude Code /supermemory:status, and Cursor session memory](https://supermemory.ai/changelog/2026-06-07-nova-message-editing-claude-code-status/) [#](https://supermemory.ai/changelog/2026-06-07-nova-message-editing-claude-code-status/) 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 * [GitHub connections now list public repositories available through organization membership.](https://supermemory.ai/docs/connectors/github) * Console sign-in now explains expired links and lets you resend a magic link instead of looping. * Playground can now save memory guidance for a new container before it has memories. * Max organizations can now connect Gmail without being rejected as the wrong plan. [Console](https://supermemory.ai/changelog/request-a-data-export-from-settings/) June 4, 2026 ## [Export your documents and memories from Settings](https://supermemory.ai/changelog/request-a-data-export-from-settings/) [#](https://supermemory.ai/changelog/request-a-data-export-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. [Connectors](https://supermemory.ai/changelog/connect-granola-meeting-notes/) June 3, 2026 ## [Connect Granola meeting notes to your memory](https://supermemory.ai/changelog/connect-granola-meeting-notes/) [#](https://supermemory.ai/changelog/connect-granola-meeting-notes/) Connect Granola to Supermemory so your meeting notes become part of your company brain. ### Fixes * GitHub connections now sync selected repositories instead of silently importing no documents. [Web app](https://supermemory.ai/changelog/cancel-a-plan-from-settings/) May 31, 2026 ## [Cancel or resume your plan from settings](https://supermemory.ai/changelog/cancel-a-plan-from-settings/) [#](https://supermemory.ai/changelog/cancel-a-plan-from-settings/) Users can cancel their plan without leaving the product settings flow. [Console](https://supermemory.ai/changelog/manage-usage-and-credits-in-settings/) May 30, 2026 ## [Manage usage, credits, and billing from settings](https://supermemory.ai/changelog/manage-usage-and-credits-in-settings/) [#](https://supermemory.ai/changelog/manage-usage-and-credits-in-settings/) Teams can buy more Supermemory usage and manage billing from settings instead of starting a support loop. [Web app](https://supermemory.ai/changelog/2026-05-28-improvements-fixes-and-polish/) May 28, 2026 ## [Console billing status, chat space default, and MCP key fix](https://supermemory.ai/changelog/2026-05-28-improvements-fixes-and-polish/) [#](https://supermemory.ai/changelog/2026-05-28-improvements-fixes-and-polish/) 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. [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 the Manage billing button sometimes failed to open the billing portal. [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 * [Claim startup credits from the Console billing page with a promo code.](https://console.supermemory.ai/) [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 * 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. [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. ### 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. [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/) ### Improvements * [The Console playground now includes an SMFS bash mode and a redesigned sidebar.](https://supermemory.ai/docs/smfs/bash-tool) ### 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 * [You can now create container tags inline from the console playground composer.](https://supermemory.ai/docs/concepts/container-tags) [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 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. [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. [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. [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 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. ### 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. [Local](https://supermemory.ai/changelog/mount-memory-as-a-folder-with-smfs/) April 30, 2026 ## [Mount memory as a local folder with SMFS](https://supermemory.ai/changelog/mount-memory-as-a-folder-with-smfs/) [#](https://supermemory.ai/changelog/mount-memory-as-a-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](https://supermemory.ai/changelog/2026-04-28-improvements-and-fixes/) April 28, 2026 ## [Console .docx import, SMFS Python tool, and search fixes](https://supermemory.ai/changelog/2026-04-28-improvements-and-fixes/) [#](https://supermemory.ai/changelog/2026-04-28-improvements-and-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. [Codex](https://supermemory.ai/changelog/memory-for-openai-codex/) April 27, 2026 ## [Persistent memory plugin for OpenAI Codex](https://supermemory.ai/changelog/memory-for-openai-codex/) [#](https://supermemory.ai/changelog/memory-for-openai-codex/) Install the Codex plugin to recall project and user memory, capture completed sessions, and explicitly search or save context. ### Improvements * [OpenAI Codex is now available in Console onboarding and plugin setup on every plan.](https://supermemory.ai/docs/integrations/codex) * [Console now has a chat playground for comparing models, memory modes, retrieval settings, and injected context.](https://console.supermemory.ai/) [Connectors](https://supermemory.ai/changelog/choose-what-google-drive-syncs/) April 16, 2026 ## [Choose which Google Drive folders and files sync](https://supermemory.ai/changelog/choose-what-google-drive-syncs/) [#](https://supermemory.ai/changelog/choose-what-google-drive-syncs/) Google Drive sync can be limited to selected folders and files instead of importing everything. ### Fixes * Console onboarding now prevents duplicate organization creation while the name step is submitting. [API](https://supermemory.ai/changelog/2026-04-15-fixes/) April 15, 2026 ## [Usage metering and Console onboarding fixes](https://supermemory.ai/changelog/2026-04-15-fixes/) [#](https://supermemory.ai/changelog/2026-04-15-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. [Console](https://supermemory.ai/changelog/test-memory-search-in-console/) April 14, 2026 ## [Test and tune memory search in the Console](https://supermemory.ai/changelog/test-memory-search-in-console/) [#](https://supermemory.ai/changelog/test-memory-search-in-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](https://supermemory.ai/changelog/2026-04-13-improvements-and-fixes/) April 13, 2026 ## [Console organization limits, memory graph, and connector fixes](https://supermemory.ai/changelog/2026-04-13-improvements-and-fixes/) [#](https://supermemory.ai/changelog/2026-04-13-improvements-and-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. [Console](https://supermemory.ai/changelog/2026-04-10-improvements-and-fixes/) April 10, 2026 ## [Organization reset and Console permission fixes](https://supermemory.ai/changelog/2026-04-10-improvements-and-fixes/) [#](https://supermemory.ai/changelog/2026-04-10-improvements-and-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. [Console](https://supermemory.ai/changelog/2026-04-09-improvements-and-fixes/) April 9, 2026 ## [User Insights, memory list API, and MCP authorization fixes](https://supermemory.ai/changelog/2026-04-09-improvements-and-fixes/) [#](https://supermemory.ai/changelog/2026-04-09-improvements-and-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. [Console](https://supermemory.ai/changelog/control-member-access-by-container-tag/) April 8, 2026 ## [RBAC for organizations: member access by container tag](https://supermemory.ai/changelog/control-member-access-by-container-tag/) [#](https://supermemory.ai/changelog/control-member-access-by-container-tag/) Organization owners and admins can grant members full access or restrict them to selected container tags with read or write permissions. ### Improvements * User Insights reports can now be exported as PDFs. [Console](https://supermemory.ai/changelog/understand-your-users-with-user-insights/) April 7, 2026 ## [User Insights: reports on user segments and content patterns](https://supermemory.ai/changelog/understand-your-users-with-user-insights/) [#](https://supermemory.ai/changelog/understand-your-users-with-user-insights/) Generate Console reports about user segments, knowledge domains, and content patterns, with an optional prompt to focus the analysis. ### Improvements * [Hermes is now available in Nova and Console plugin setup, with API key creation and installation steps.](https://supermemory.ai/docs/integrations/hermes) ### 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](https://supermemory.ai/changelog/2026-04-06-improvements-and-fixes/) April 6, 2026 ## [CLI setup command, Search API aggregation, and Console fixes](https://supermemory.ai/changelog/2026-04-06-improvements-and-fixes/) [#](https://supermemory.ai/changelog/2026-04-06-improvements-and-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. [Console](https://supermemory.ai/changelog/2026-04-04-improvements/) April 4, 2026 ## [Run the CLI with npx, delete accounts and documents](https://supermemory.ai/changelog/2026-04-04-improvements/) [#](https://supermemory.ai/changelog/2026-04-04-improvements/) 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. [API](https://supermemory.ai/changelog/2026-04-02-fixes/) April 2, 2026 ## [Video ingestion, Notion imports, and document processing fixes](https://supermemory.ai/changelog/2026-04-02-fixes/) [#](https://supermemory.ai/changelog/2026-04-02-fixes/) API video ingestion no longer fails while extracting transcripts and descriptions, Notion imports explain unshared or linked databases and how to continue, and documents with large memory batches finish processing. ### Fixes * [Notion imports now explain when a page contains an unshared or linked database and tell you how to continue.](https://supermemory.ai/docs/connectors/notion) [Web app](https://supermemory.ai/changelog/2026-03-31-improvements-and-fixes/) March 31, 2026 ## [Nova onboarding, API search, and OpenClaw plugin fixes](https://supermemory.ai/changelog/2026-03-31-improvements-and-fixes/) [#](https://supermemory.ai/changelog/2026-03-31-improvements-and-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](https://supermemory.ai/changelog/2026-03-29-improvements-and-fixes/) March 29, 2026 ## [Console improvements: API key flow and request analytics](https://supermemory.ai/changelog/2026-03-29-improvements-and-fixes/) [#](https://supermemory.ai/changelog/2026-03-29-improvements-and-fixes/) 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 * Console's API key flow now uses a guided side panel for choosing expiry and scope, then shows the key once with copy and setup links. * [Console's Requests page now summarizes request volume, successful calls, average search latency, and request types, and can filter activity by API key.](https://console.supermemory.ai/) ### Fixes * The graph's All Tags button now reliably opens the container-tag filter after tags load. [Web app](https://supermemory.ai/changelog/2026-03-28-improvements-and-fixes/) March 28, 2026 ## [Document ingestion reliability fixes and Nova improvements](https://supermemory.ai/changelog/2026-03-28-improvements-and-fixes/) [#](https://supermemory.ai/changelog/2026-03-28-improvements-and-fixes/) 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. [Web app](https://supermemory.ai/changelog/2026-03-26-improvements-and-fixes/) March 26, 2026 ## [Memory expiration fields, plus Nova, MCP, and plugin fixes](https://supermemory.ai/changelog/2026-03-26-improvements-and-fixes/) [#](https://supermemory.ai/changelog/2026-03-26-improvements-and-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. [Web app](https://supermemory.ai/changelog/2026-03-24-improvements-and-fixes/) March 24, 2026 ## [Nova and Console fixes: plan recognition and account settings](https://supermemory.ai/changelog/2026-03-24-improvements-and-fixes/) [#](https://supermemory.ai/changelog/2026-03-24-improvements-and-fixes/) New Nova accounts create and activate a workspace during onboarding, Console Advanced Settings adds an account-email change flow, and account role changes now require administrator permission. ### Improvements * Console Advanced Settings now lets users request an account-email change and sends the approval link to their current inbox. ### Fixes * [Console now shows the Scale plan requirement before you try to connect GitHub.](https://supermemory.ai/docs/connectors/github) [Web app](https://supermemory.ai/changelog/2026-03-18-improvements-and-fixes/) March 18, 2026 ## [Console documents page, scoped API keys, and connector fixes](https://supermemory.ai/changelog/2026-03-18-improvements-and-fixes/) [#](https://supermemory.ai/changelog/2026-03-18-improvements-and-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 * Console's organization picker now shows each organization's plan, connector, document, and container-tag totals. * [Console now has a Documents page for browsing all organization documents and filtering them by container tag or status.](https://console.supermemory.ai/) ### Fixes * Console's API key list no longer crashes when an existing key has no metadata. [Web app](https://supermemory.ai/changelog/2026-03-14-improvements-fixes-and-polish/) March 14, 2026 ## [Console billing updates and Documents API audio transcription](https://supermemory.ai/changelog/2026-03-14-improvements-fixes-and-polish/) [#](https://supermemory.ai/changelog/2026-03-14-improvements-fixes-and-polish/) 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. [Console](https://supermemory.ai/changelog/control-overage-at-the-organization-level/) March 11, 2026 ## [Control API overage at the organization level](https://supermemory.ai/changelog/control-overage-at-the-organization-level/) [#](https://supermemory.ai/changelog/control-overage-at-the-organization-level/) Pro and Scale organizations can choose whether API usage continues into overage from Billing; Enterprise overage remains enabled and cannot be toggled. [Web app](https://supermemory.ai/changelog/2026-03-10-improvements-and-fixes/) March 10, 2026 ## [Microsoft Agent Framework integration, Console and connector fixes](https://supermemory.ai/changelog/2026-03-10-improvements-and-fixes/) [#](https://supermemory.ai/changelog/2026-03-10-improvements-and-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 * Console admins can now copy a pending team invitation's link from the Team page. * [Console now lets you choose which GitHub repositories to sync and shows connection details and destinations in sync history.](https://supermemory.ai/docs/connectors/github) ### Fixes * Console request links now open a document in its actual container tag instead of falling back to the default space. [Web app](https://supermemory.ai/changelog/2026-03-08-improvements-and-fixes/) March 8, 2026 ## [Plugin sign-in approval, Console and Nova fixes](https://supermemory.ai/changelog/2026-03-08-improvements-and-fixes/) [#](https://supermemory.ai/changelog/2026-03-08-improvements-and-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. [Web app](https://supermemory.ai/changelog/2026-03-04-improvements-and-fixes/) March 4, 2026 ## [ViaSocket guide, memory graph tag filters, and Console billing fixes](https://supermemory.ai/changelog/2026-03-04-improvements-and-fixes/) [#](https://supermemory.ai/changelog/2026-03-04-improvements-and-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. [Web app](https://supermemory.ai/changelog/2026-02-09-improvements-and-fixes/) February 9, 2026 ## [Console plan downgrade flow and login redirect loop fix](https://supermemory.ai/changelog/2026-02-09-improvements-and-fixes/) [#](https://supermemory.ai/changelog/2026-02-09-improvements-and-fixes/) 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. [API](https://supermemory.ai/changelog/2026-02-06-improvements/) February 6, 2026 ## [Search deduplication and container tag scoped API keys](https://supermemory.ai/changelog/2026-02-06-improvements/) [#](https://supermemory.ai/changelog/2026-02-06-improvements/) Search results deduplicate identical content down to the highest-scoring match, Console can create API keys scoped to a single container tag, and owners and admins can delete a container tag with its memories and documents through the API. ### Improvements * [Console can create API keys restricted to one container tag, limiting document, search, and profile access to that tag.](https://supermemory.ai/docs/concepts/container-tags) [API](https://supermemory.ai/changelog/2026-02-03-improvements-and-polish/) February 3, 2026 ## [Attach project context to container tags for memory extraction](https://supermemory.ai/changelog/2026-02-03-improvements-and-polish/) [#](https://supermemory.ai/changelog/2026-02-03-improvements-and-polish/) 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. [Plugins](https://supermemory.ai/changelog/2026-01-31-improvements-and-fixes/) January 31, 2026 ## [Console plugins page and automatic document ingestion retries](https://supermemory.ai/changelog/2026-01-31-improvements-and-fixes/) [#](https://supermemory.ai/changelog/2026-01-31-improvements-and-fixes/) Console gains a dedicated Plugins page for browsing and managing plugins, and documents stuck in the queue now retry automatically up to three times before being marked failed. ### Improvements * [Console now has a dedicated Plugins page for browsing available plugins and managing connected ones.](https://console.supermemory.ai/) [Plugins](https://supermemory.ai/changelog/2026-01-30-improvements/) January 30, 2026 ## [Claude Code plugin: codebase indexing and Pro upgrade page](https://supermemory.ai/changelog/2026-01-30-improvements/) [#](https://supermemory.ai/changelog/2026-01-30-improvements/) 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. [Console](https://supermemory.ai/changelog/2026-01-25-improvements-and-fixes/) January 25, 2026 ## [Enterprise plan support in the console and web link import fix](https://supermemory.ai/changelog/2026-01-25-improvements-and-fixes/) [#](https://supermemory.ai/changelog/2026-01-25-improvements-and-fixes/) Console recognizes Enterprise plans across billing, invoices, usage, and the account menu, and web links that block automated availability checks can still be imported. ### Improvements * [Console now recognizes Enterprise plans across billing, invoices, usage, and the account menu.](https://console.supermemory.ai/) [Web app](https://supermemory.ai/changelog/2026-01-14-fixes-and-polish/) January 14, 2026 ## [PDF import reliability and console organization fixes](https://supermemory.ai/changelog/2026-01-14-fixes-and-polish/) [#](https://supermemory.ai/changelog/2026-01-14-fixes-and-polish/) 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. [API](https://supermemory.ai/changelog/2026-01-09-improvements-and-fixes/) January 9, 2026 ## [Console container tag filters, Startup Program, and document fixes](https://supermemory.ai/changelog/2026-01-09-improvements-and-fixes/) [#](https://supermemory.ai/changelog/2026-01-09-improvements-and-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 * Console can filter recent documents by one or more container tags. * [Console now includes a Startup Program application with $1,000 in usage credits.](https://console.supermemory.ai/) * Free Console organizations can start a Pro upgrade from the sidebar. * Console's Recent Documents list now has server-side pagination and shows the total document count. * Document details now show custom IDs and container tags. ### 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. [Web app](https://supermemory.ai/changelog/2026-01-07-improvements-and-fixes/) January 7, 2026 ## [Console usage stats, AI SDK prompt templates, and OpenCode updates](https://supermemory.ai/changelog/2026-01-07-improvements-and-fixes/) [#](https://supermemory.ai/changelog/2026-01-07-improvements-and-fixes/) Delete a consumer organization and its stored data from Profile settings, control how retrieved memories are formatted in AI SDK prompts, and see token and search-query usage in Console for the current and previous billing periods. ### Improvements * [Console now shows token and search-query usage for the current and previous billing periods.](https://console.supermemory.ai/) ## 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/)