How it works.
One memory that every AI agent you use reads from and adds to. Scroll, and each part plays out: every agent sharing it, the tokens it saves, where memories come from, what it builds, who can see what, and how it is kept safe.
One memory, every agent.
Every AI agent keeps its own memory of you, so every switch starts from zero. With Memlo, Claude Code, Codex, Cursor, OpenCode and whatever ships next month all read from the same memory and add to it. What one agent learns, the others already know.
Six agents, one memory
Each answers in its own style; the facts agree.
- One question, six agentsThe same question, asked in Claude Code, Codex, Cursor, OpenCode, Gemini CLI and Hermes.
- Each one asks MemloEvery agent looks in the same memory and gets back the same fact.
- Each answers its own wayDifferent words, different formats. The style belongs to the agent.
- The facts agreeUnderneath every answer is the same fact, so switching agents costs you nothing.
Illustrated example.
22% fewer tokens.
Ask a coding agent the same question with and without Memlo. Without memory, it digs through your files to find the answer. With Memlo, it asks once.
The same question, twice
How do Stripe webhooks retry in billing-service?
- One question, two sessionsThe same coding agent, once without memory and once with Memlo.
- Without memory, it digsIt lists files, searches, and opens one file after another. Every file it reads costs tokens.
- With Memlo, it asks onceOne call to your memory returns the fact, and it answers.
- 22% fewer tokensThe same answer, for 22% fewer tokens.
Illustrated example.
Where memories come from.
You tell your agent to remember something, your past agent sessions are read for you, and the places you already work flow in too.
Tell your agent
Say “remember” in any agent you use.
- Ask it to rememberType it the way you would tell a colleague.
- It saves to your memoryThe agent calls Memlo's memory tool with what you said.
- Saved to your memoryThe new memory shows up right away, with where it came from.
- Every agent can use itThe next time any of your agents asks, it's there.
Illustrated example.
Your past sessions
What you decided yesterday, kept for tomorrow.
- Your agent sessions are loggedClaude Code, Codex and OpenCode keep a record of each session.
- Memlo reads them in the backgroundWhile you work on something else.
- The useful parts come outDecisions and lessons, not the back and forth.
- They become memoriesEach one cites the session it came from.
Illustrated example.
The places you work
Connect them once.
- Pick what to connectGmail, Google Docs and Drive, your phone, team chat and files.
- Each one shows it's connectedYou choose which ones, and you can disconnect any of them.
- New things flow inAn email, a doc, a note on your phone: each becomes a memory.
- Each memory cites its sourceSo you can always see where it came from.
Illustrated example.
What it builds.
Every memory is read into short facts. Every person, project and tool gets a wiki page whose lines cite their sources. When something changes, the page changes with it, and every earlier version is kept.
Extraction
Every memory makes your agent smarter.
- Memories come inEach one is marked with where it came from: your terminal, a doc, an email or a past session.
- Each one is readEvery new memory is read as it arrives, wherever it came from.
- Names are matched to what’s knownPeople, services, tools and ideas are found. Familiar ones join the entries that already exist; new ones are added, never duplicated.
- Everything joins your memoryYour universe grows a little with every session, and every agent you use can draw on it.
Wiki pages
A page for every person, project and tool, and every line cites its source.
- Every fact has a citationEach line on a page carries a chip that names the memory or document it came from.
- Follow it backOpen a citation and the exact sentence the fact came from lights up.
- One fact, more than one sourceWhen two sources say the same thing, the fact cites both.
- Sharing is built on themCitations are what decide who can see each fact, as the next section shows.
Illustrated example.
New information, new version
When a fact changes, the new version becomes current and the old one is kept.
- A fact has a current versionStripe webhooks retry 5 times, learned from a note in March.
- A newer memory changes itA handover note says retries were cut to 3 with backoff. Memlo sees that it changes this fact.
- The new version becomes currentThe old one isn’t overwritten. It moves into the history, with when it changed and why.
- Restore any earlier versionSee exactly what changed and restore any version. A restore is a new version too, so nothing is ever lost.
Illustrated example.
Who can see what.
Each fact on a page is visible only to people who can see a source it was cited from. So you can share a page, and the private note behind it stays yours.
Access follows the sources
A fact is visible only to people who can see where it came from.
- An email arrivesStripe writes to Maya: billing-service has to move to new webhook endpoints by November 30.
- Facts are read from itEach new fact is cited to the email it came from, like a footnote.
- Maya sees every factOn the billing-service page, the new facts appear with a citation to her email.
- Sam sees what he's allowed to seeFacts that come only from Maya's email are hidden from him. The shared ones stay.
- Access follows the sourcesSharing a page never shares the email behind it.
Illustrated example.
Share a page
Like sharing a document.
- Every page has a Share buttonMaya opens the wiki page Memlo keeps for billing-service.
- Add people by emailShe adds Priya and makes her an editor. Sam can already view it.
- Or share a linkGeneral access goes from Restricted to anyone with the link, as a viewer.
- You decide, and you can change itChange a role or remove someone at any time. The page stays yours.
Illustrated example.
Security.
Your memory holds your work. Here is how it is kept.
- Never sold, never used to train AIWe don't sell your data, show ads, or use your memories to train or fine-tune AI models.
- EncryptedEvery connection to Memlo uses HTTPS, and stored data and backups are encrypted at rest.
- Walled off from everyone elseEvery request is checked against who is asking, and the database itself lets you see only your own memory and what is shared with you. A suite of cross-user attacks runs against those walls every night.
- Invitation only, with two-factor sign-inAccounts are by invitation, and you can turn on a second factor: an authenticator app, a passkey or a security key.
- Yours to take or deleteExport all of your memory whenever you want, and delete any of it whenever you want.
Bring your memory with you.
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