Mnema Mnema
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The context engine for AI agents

Compose the context your AI reads from.

Mnema turns your docs, instructions, and snippets into structured flows your AI reads in order through MCP. A live knowledge graph connects everything, and a meeting assistant joins your calls and answers from your workspace in real time.

Join the waitlist See how flows work

Free forever for personal use · No credit card

Acme workspace
9:41
Knowledge graph · 2 projects · drag a node
mcp ›Tab · Ask
Reading from workspace0/4
Architecturedocqueued
MCP read pathdocqueued
Pricingdocqueued
Onboarding flowflowqueued
Claude · connectedReturn context ↵Sources ⌘K
Built to remember

Every doc, flow, and decision — connected and queryable.

0
Docs indexed
0
Flows mapped
0
Graph connections
doc updated · Architecture
How it works next

Flows turn docs into sequences.

Flow · Engineering onboarding
  1. 01
    Architecture overview
    Read this first to understand the system shape.
    doc
  2. 02
    Code conventions
    Reference these conventions for any code change.
    doc
  3. 03
    Active tickets
    Address these issues before suggesting new work.
    doc
Exposed to Claude · 3 steps

Sequence content.

Drag docs from your workspace into a step list. Every step is one chunk of context the agent reads.

Annotate each step.

Add an instruction in your own words. Claude reads the instruction before reading the doc.

Claude pulls each step in order.

No giant context dump. Each step is a separate MCP call, so the agent reasons between them.

How a flow runs

Compose any path through your context.

Read in sequence

Docs and your instructions, pulled one step at a time — never one giant dump.

Branch on a decision

Steer the flow down different paths based on what the agent finds.

Capture from meetings

A call becomes structured notes that flow straight into the graph.

There's a surface for that.

Use your knowledge everywhere your team and your agents already work.

Meeting assistant

A bot joins your calls, transcribes live, and answers from your workspace out loud.

live transcript
N
NischayLet’s ship the waitlist before the launch.
P
PriyaAgreed — I’ll wire the confirmation email.
N
NischayAnd scope the bot to the right project.
✓ captured · 1 decision · 2 action items

Live editing

Edit a doc and every flow and agent reading it updates within milliseconds.

Architecture.md · 2 editing
Priya
Sam
synced to 3 flows · 38ms

Recall integration

Drop Mnema into Meet, Zoom, or Teams — it captures decisions as structured notes.

meeting · recording
NPMMnema joined
Meet · Zoom · Teams
Composable down to the element

Every surface is just
docs, wired together.

The command bar, the editor, the doc list, the graph — each is a view onto the same content. Pull any layer through MCP; edit one and the rest update live.

Read the docs
Integrations

Connect with your
favorite tools.

Mnema speaks MCP, so it plugs into the agents you code with and the calls you take — with new connections added all the time.

Explore integrations

Be first in line.

Mnema is opening up gradually ahead of launch. Join the waitlist and we’ll reach out with an invite.

Join the waitlist