supermemory/apps/docs/overview/use-cases.mdx
MaheshtheDev 672defc08b docs: move SDK snippets to the shipped v5 call shape and finish the namespace rename (#1772)
Rewrites 339 TypeScript calls across 50 pages from the rc.5 `method({ namespace, body })` form to the shipped `method(namespace, { ... })` form, and aligns field names with the live v5 spec: `attach` to `include`, `authUrl` to `authorization`, `lastSync` to `latestRun`, `deletedCount` to `count`, and the paginated `namespaces.list()`.

Renames container tags to namespaces across concepts, connectors, integrations and snippets. The namespace pages keep container tag in the description, search keywords and a rename note so old searches still land, and the v3 reference page points at v5.

The migration guide's SDK table now covers both 5.0.0 SDKs, and the SDK integration page uses the real client options (`baseUrl`, `timeoutInSeconds`, `maxRetries`) and error classes.
2026-10-06 17:06:38 +00:00

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---
title: "Use cases"
description: "What teams build with Supermemory: agents, knowledge bases, multi-tenant products and tools."
sidebarTitle: "Use cases"
icon: "/icons/hugeicons/idea-01.svg"
---
Supermemory is one context engine. These are the shapes teams ship on top of it.
## Agents that remember
<CardGroup cols={2}>
<Card title="Personal assistants" icon="/icons/hugeicons/message-01.svg">
Preferences, people, projects, and decisions across sessions — without replaying the entire chat history into every prompt.
</Card>
<Card title="Customer support agents" icon="/icons/hugeicons/headphones.svg">
Account history, past tickets, and product facts at answer time. Isolate each customer with a namespace.
</Card>
<Card title="Sales & success copilots" icon="/icons/hugeicons/agreement-01.svg">
Remember the account, stakeholders, and last commitments. Profiles keep “always know” context warm.
</Card>
<Card title="Coding agents" icon="/icons/hugeicons/command-line.svg">
Project conventions, past decisions, and repo context via API, MCP, or plugins (Claude Code, Codex, OpenClaw, and more).
</Card>
</CardGroup>
## Knowledge and retrieval
<CardGroup cols={2}>
<Card title="Chat with your stack" icon="/icons/hugeicons/files-02.svg">
Drive, Notion, Gmail, OneDrive, S3, GitHub, web crawler — sync sources, then ask questions with managed SuperRAG.
</Card>
<Card title="Company knowledge hubs" icon="/icons/hugeicons/building-03.svg">
Policies, wikis, and internal docs as shared memory for the team.
</Card>
<Card title="Research & analysis" icon="/icons/hugeicons/search-01.svg">
Papers, notes, and long documents with multimodal ingestion (PDF, images, audio/video) and hybrid search.
</Card>
<Card title="Legal & compliance search" icon="/icons/hugeicons/balance-scale.svg">
Contracts and policy corpora with strict isolation and audit-friendly deletion paths. See [Security](/overview/security).
</Card>
</CardGroup>
## Multi-tenant products
If you are building a SaaS that needs memory **per end user** (or per workspace):
1. Map each user/workspace to a **namespace**
2. Ingest conversations and files into that tag
3. Search / load **profiles** only inside that tag
4. Issue **scoped keys** when the client must not cross tenants
5. On account deletion, erase that namespace’s data
Deep dive lives in Developer Platform concepts ([namespaces](/concepts/container-tags), [user profiles](/concepts/user-profiles)).
## Surfaces (same engine)
| If you want to… | Start here |
|---|---|
| Call the Memory API from your app | [Quickstart](/quickstart) |
| Use Claude / Cursor / coding agents | [Plugins & MCP](/supermemory-mcp/mcp) |
| Keep data on your machines | [Self-hosting](/self-hosting/overview) |
## Related
<CardGroup cols={2}>
<Card title="What is Supermemory?" icon="/icons/hugeicons/book-open-01.svg" href="/overview/what-is-supermemory">
Product overview and mental model.
</Card>
<Card title="Developer platform" icon="/icons/hugeicons/source-code.svg" href="/overview/what-is-supermemory">
Concepts, API guides, and integrations.
</Card>
</CardGroup>