Changelog

What shipped in Memsy — new capabilities, improvements, fixes and security updates, newest first.

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October 2026

security

API keys can no longer create organizations

Creating an organization now requires a signed-in user. Requests made with an API key get a 403 error.

added

Sign in with AgentID

AI agents with an AgentMail inbox can sign in to the Memsy console with AgentID. Each agent gets its own account, and its owner is recorded.

fixed

Related memories keep all their details

When Memsy grouped related memories, some details on the group could be lost. New groups now keep every field.

fixed

Signing in no longer shows an error page

Some users saw an "Application error" page right after signing in to the console. That's fixed.

added

A customizable Home dashboard in the console

The console now opens on a Home dashboard with widgets for your memory insights and a Studio drop-in.

added

Filter memories, events and search by source

Every event and memory now records where it came from, such as a connector, Studio or the API. Filter by source on the Memories, Events and Search pages, or pass a source filter in search requests.

added

Invite a teammate on the free plan

Free tiers now include one member seat. Admins can invite a teammate and try working together before upgrading

September 2026

added

Cookbooks in the docs

Ready-to-run recipes for a Next.js chat app, a FastAPI support agent, a Slack bot, and memory as an agent tool.

added

Claude Code can search just this conversation

The Claude Code plugin can limit a search to the current conversation or skip it, and files each turn under the right conversation, including after /clear.

added

Memsy Studio — playground for memory creation

Type or paste text, drop in a documents, and watch it become memory. No SDK and no API key.

fixed

Connecting a source is more reliable

Cancelling at the provider's sign-in page returns you to the console instead of an error, and retrying Connect no longer ends in "Connector not found". The API also stays available during large document syncs.

fixed

Connectors created via API or SDK now sync

Connectors set up with an API key or the SDK showed as active but never ingested anything. They now sync like ones created in the console.

improved

More accurate search ranking

Closest matches now rank first. A scoring bug had pushed exact matches down, and broad sub-queries could outrank your actual question.

added

Memories stay in the language you wrote them in

Memories extracted from non-English content are now stored in the original language instead of being translated. Mixed-language content is handled as written.

added

Sign in to the S3 connector with SSO

The S3 connector now supports AWS SSO sign-in along with the pre-existing access keys login.

added

See who an event came from in your connectors

Events from Slack, GitHub, Google Drive, OneDrive, Notion, and S3 buckets connected with SSO now record the author's email in their metadata, so you can trace a memory back to the person whose content produced it.

improved

Scope a search to one conversation or exclude one

Search can now be limited to a single conversation, or told to skip one, including documents from your connectors. Send neither and search covers everything, as before. Available in the Python and Node SDKs (0.3.5).

fixed

Search finds all your memories again

A background job had cleared the search data for some memories, so search could miss them. This is fixed, affected memories are restored, and new memories keep their search data from the moment they're saved.

improved

No more filler memories

Replies like "Thanks." or "Got it." are no longer saved as memories, and memories keep their links to the events they came from.

fixed

Score thresholds work again

Relevance scores now stay between 0 and 1, so the threshold option filters results as documented.

added

Browse actors across your organization

New Actors tab on the Hierarchy page lists every actor in your organization with their events and memories. Also available in the Python and Node SDKs (0.3.5) and the MCP server.

August 2026

fixed

Console loads for large organizations

Memory and stats queries in the console are now paginated, so organizations with large memory counts load instead of timing out.

improved

Search and indexing retry transient failures

Reads and idempotent writes to the vector store now retry on transient faults, so a brief backend blip no longer surfaces as a failed request.

fixedsecurity

Retrieval no longer crosses session boundaries

Context-window lookups now require a session id. Previously a request without one could return results drawn from other sessions in the same organization.

added

Promotion visualization on every plan

The promotion graph, which shows how individual memories were consolidated, is now available on the Free tier rather than Pro and above.

July 2026

improved

Faster reranking, now on Pro and above

Reranking has a latency cap, so a slow provider can no longer stall a search, and is enabled for Pro, Growth and Enterprise plans.

fixed

Sign-in works on the custom domain

Content security policy now allows the authentication scripts served from our own domain, fixing a blank sign-in screen for some users.

fixed

Connectors visible by default

The connectors section is now shown unless explicitly disabled. Previously a deployment that did not set the flag hid it behind a "coming soon" badge with no indication anything was wrong.

fixed

Organization admins can no longer be locked out

An admin without an assigned seat was refused access to their own organization. Seat assignment is no longer required to administer it.

fixed

Sign-up CAPTCHA loads correctly

The bot-protection challenge on sign-up was blocked by content security policy, which could prevent account creation entirely.

added

GitHub connector

Connect a GitHub organization and sync repository content into memory.

added

OneDrive connector

Connect OneDrive and pick specific folders or files to sync, rather than syncing an entire drive.

added

Notion connector

Connect a Notion workspace and sync pages into memory.

added

Amazon S3 connector

Connect an S3 bucket, scoped to your organization, and sync its documents into memory.

June 2026

added

Google Drive connector

Connect Google Drive and sync documents into memory.

added

Promotion insights

See how memories were clustered and promoted for your organization, with per-cluster detail.

added

Slack connector

Connect one Slack workspace per organization. Connection status is visible to members, not just admins.