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.
Nova now lets you select and delete multiple documents at once.
Console admins can now copy a pending team invitation's link from the Team page.
Integrators can now disable a scoped API key when a user leaves without deleting that user's memories or container tags.
Console now lets you choose which GitHub repositories to sync and shows connection details and destinations in sync history.

Fixes

Console request links now open a document in its actual container tag instead of falling back to the default space.
Container tags with spaces or symbols no longer prevent documents and memories from being indexed.
Large Gmail syncs now finish importing instead of failing while the thread list is prepared.

Plugin sign-in approval, Console and Nova fixes #

Improvements

OpenCode now includes a /supermemory-logout command for clearing saved credentials.
Plugin sign-in now shows an approval page before returning an API key to the requesting app.
OpenClaw now builds memory from user messages while treating agent replies as context and ignoring background events.

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.
Claude Code now shows actionable authentication, permission, rate-limit, and service errors instead of silently acting as if no memories exist.
OpenCode memory context no longer shows [object Object], [NaN%], or blank project-memory entries when fields are missing.
Nova's chat-history button is now available on mobile.
Fixed an issue where Nova chats could use the wrong space or model after a selection changed.

Explore the memory graph in MCP Apps clients #

MCP Apps-compatible clients can open an interactive graph for inspecting connected memories and documents.

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

Improvements

A new ViaSocket guide shows how to use Supermemory searches and profiles in no-code automation flows.
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.

Plugin sign-in fix for users with multiple organizations #

Fixes

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.

MemoryBench providers, Claude skills, and container tag filtering #

Improvements

OpenClaw custom memory containers, plus API and Nova fixes #

Improvements

OpenClaw can now route store, search, forget, and profile operations to custom memory containers.

Fixes

Document listing now returns documents matching any selected container tag instead of requiring every tag.
The API now returns a rate-limit error for throttled keys instead of reporting them as unauthorized.
v4 profile searches and search requests now record search-query usage correctly.
New Nova spaces now appear in the picker immediately, and deleting the active space returns you to Nova Spaces.
Large documents now finish processing instead of failing midway or timing out during summarization.

Polish

Nova's Add Document flow now uses a single-space picker and selects a space immediately after you create it.

Search API can return documents, memories, or both #

The v4 Search API can return raw document chunks, extracted memories, or both for each query.

Cursor plugin: persistent memory across sessions #

Cursor can recall project context, save useful session memory, and expose memory tools through Supermemory.

OpenCode container tags, MCP forget fix, and Nova polish #

Improvements

OpenCode can use exact user and project container tags, making the same memory scopes reusable across teammates and machines.

Fixes

Fixed an issue where OpenCode failed to save captured conversation transcripts.
Fixed an issue where MCP's forget action failed instead of deleting the selected memory.
Short notes and questions can now finish processing even when they do not need a generated summary.

Polish

Nova now uses the correct Integrations icon and a subtler, evenly spaced background grid in graph view.

Supermemory changelog

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Polish

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Polish