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Supermemory MCP is live · See the launch

The universal memory API for the AI era

Stop building retrieval from scratch. Personalise LLMs for your users. Built for developers who ship.

Context is everything

Without it, even the smartest AI is just an expensive chatbot

developer-memory-hell.terminal
~ memory.engineering

$ init vector_database

Way too expensive. Time to switch.
Painfully slow. Let's try another.
Won't scale. Back to square one.
Maintenance nightmare. Need alternatives.

$ choose embedding_model

Which model fits your use case?
Confusing performance tradeoffs
Can't keep up with new releases

$ setup connection_sync

Sync failures between data sources
API rate limits during large syncs
Authentication tokens expire constantly

$ calculate scaling_costs

Costs explode at production scale
Performance degrades as data grows
Engineering hours pile up fast

$ handle format_parsing

Markdown: Tables break everything
HTML: Scripts and styles interfere
PDF: Layout ruins extraction
Word docs: Unpredictable formatting

$ init multimodal_support

Websites: JS & rate limits are messy
PDFs: OCR fails, extraction inconsistent
Images: Need vision models now?
Audio/Video: Transcription costs soar
BREAKING NEWS

New retrieval strategy just dropped:

Hierarchical Enhanced Retrievers with Dynamic Adjustable Query Expansion

(HERDAQE)

$ compare retrieval_methods

RAG
CAG
HYDE
HERDAQE
AAAAAAAAAAAAAAAAAAAAAAAAA
Error: Memory infrastructure failed to initialize. Time to fix: 6-8 weeks.

Just use Supermemory

One API call. All formats. Any source. Always bleeding edge. Done.

import supermemory from 'supermemory'
// That's it. Ship your product.

Interoperability

Model-agnostic APIs.

Supermemory works with any LLM provider. So you can keep switching, without lock-in.

Performance

Sub-400ms latency at scale.

Supermemory is built for speed and scale. We re-imagined RAG to be faster and more efficient.

Tooling

Works with AI SDK, Langchain, and more.

Just one line of code to get started. Yes. you heard that right.

Language Agnostic

Deploy in a day, not months.

SDKs available for Python and Javascript.Learn more