8mem — The Most Intelligent Memory for Your AI

The Numbers Don't Lie

LOCOMO benchmark — the gold standard for AI memory evaluation. 1,986 questions across 5 reasoning categories.

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Memobase

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Temporal Reasoning — nobody comes close

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How 8mem Works

Three steps to give your AI perfect memory.

Store

Feed 8mem facts, conversations, documents. RocksDB + BGE-M3 embeddings index everything with sub-millisecond writes across 33 column families.

Retrieve

12 search profiles with multi-hop reasoning and pipeline strategy. Temporal, semantic, entity-based — 8mem picks the optimal retrieval path.

Connect

Native macOS app with a bundled local 8mem server, MCP tools, and REST API. Works with Claude, OpenClaw, Codex, and any MCP-compatible AI client.

Works with the AI Tools People Use

ChatGPTAssistant

ClaudeAssistant

Claude CodeAgentic coding

CodexAgentic coding

GitHub CopilotDeveloper AI

CursorAI IDE

WindsurfAI IDE

GeminiAssistant

PerplexityResearch

Hermes AgentAgent runtime

OpenClawAgent platform

LangChainAgent framework

LOCOMO Deep Dive

The LOCOMO benchmark evaluates AI memory across 5 categories of increasing difficulty. Here's how 8mem performs in each.

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Overall Score

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Temporal Reasoning

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Open Domain

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Multi Hop

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Single Hop

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Single Hop Temporal

Simple Pricing

8mem Private waitlist is open for Mac. For 8mem Business, contact us for private AI memory infrastructure, governance, and custom onboarding.

WAITLIST OPEN

Mac App

8mem Private

Engineered by KZN

Waitlist open

Local-first memory on your Mac. Native macOS app, bundled 8mem server, and MCP tools without Docker setup.

Native macOS app
Local-first memory on your Mac
Your data stays on your Mac
Bundled local 8mem server
MCP server for Claude, Cursor, Codex, and more
REST API for local integrations
Apple Notes, PDF, text, and document ingest
All 12 search profiles
BGE-M3 embeddings
No cloud account required for local use

For teams

8mem Business

Engineered by KZN

Self-hosted AI memory for teams and agents — with governance enforced all the way down to what each agent can retrieve.

Runs entirely on your infrastructure — air-gapped capable, your data never leaves
Memory Vaults: team-scoped access enforced on every read, for people and AI agents (MCP)
Every memory classified at ingestion — no unlabeled back doors
Full, exportable audit trail of every access and change
Admin console, role-based controls, and data-residency by design
Custom integrations, guided onboarding, and priority support from KZN