Product

Your agents focus.
Memanto remembers.

A memory agent that runs beside your coding agents: it keeps what matters, resolves what conflicts, retires what expires, and briefs every agent the moment it starts.

Web Interface

Interactive Dashboard

$memanto ui

One local dashboard to run your entire memory agent

127.0.0.1:8000/ui
Developer Experience

Powerful CLI Built-in

Manage agents, store memories, and run RAG directly from your terminal.

terminal

memanto v0.2.0on-prem · localhost:8080
What you get

Less context babysitting. Fewer wasted tokens.

Not features for a spec sheet, hours and tokens you stop losing every week.

context

Never re-explain your codebase

A new session starts where the last one ended - decisions, conventions, and gotchas already in mind.

token tax

0 LLM tokens per write

Others invoke an LLM on every save. Memanto's write path costs nothing - verify it yourself.

recall

Stored → searchable, instantly

No indexing queue. Memories are findable the moment they're written - in under 90 ms. (*Latency metrics are based on internal benchmarks in US-East. They exclude network transit. Read the research paper)

setup

One pip install. Nothing else.

No vector database, no schema, no rerankers, no backend service to keep alive.

Origin Story

Six gaps in. Six principles out.

We built Moorcheh.ai first — serverless vector search at scale. Building on it, agents still forgot everything between sessions. So we asked Claude what breaks agent memory. It named six gaps. MEMANTO answers every one.

Representative model reply
My memory exists as a static snapshot injected into context, useful, but fundamentally passive. I can't query it, update it mid-conversation, or distinguish ‘I know this’ from ‘I was told this once.’
The gap

Memory dumped as one blob

D1

Relevant results only

Pulls only what the task needs, never the whole library.

The gap

Stale notes weigh as much as new

D2

Freshness first

New facts always outrank older, outdated ones.

The gap

No idea where a memory came from

D3

Verifiable sources

Every memory knows if you said it or it was inferred from somewhere.

The gap

Everything in one flat pile

D4

Smartly categorized

Sorted into 13 clear types, not one layer.

The gap

Conflicting facts live on forever

D5

Resolves contradictions

Conflicts are caught and reconciled the moment they appear.

The gap

Slow, heavy indexing before recall

D6

Instant ingestion

Usable the second it’s written - recall in under 90ms. (*Latency metrics are based on internal benchmarks in US-East. They exclude network transit. Read the research paper)

Get started

Your agents focus. Let Memanto remember.

The dashboard and the CLI ship in one package. Install it, open the UI, and watch your agents' memory take shape.

bash
pip install memanto
memanto ui      # opens the dashboard