> ## Documentation Index
> Fetch the complete documentation index at: https://docs.mengram.io/llms.txt
> Use this file to discover all available pages before exploring further.

# Mengram Documentation

> The memory layer for AI apps. Persistent memory — semantic, episodic, procedural — with native quality across 23 languages.

## What is Mengram?

Mengram is an API that gives your AI applications persistent, human-like memory. Instead of starting every conversation from scratch, your AI remembers users — their preferences, past interactions, and learned workflows.

Mengram works **natively across 23 languages** (Russian, Chinese, Spanish, Japanese, Korean, Arabic, and more) using Cohere multilingual embeddings — not English-only retrieval bolted onto translation.

<CardGroup cols={2}>
  <Card title="Quickstart" icon="rocket" href="/quickstart">
    Get your API key and add your first memory in under 2 minutes.
  </Card>

  <Card title="Agent Memory" icon="robot" href="/agent-memory">
    Give your AI agents persistent memory with scoping, filtering, and procedural learning.
  </Card>

  <Card title="Memory Types" icon="brain" href="/memory-types">
    Understand semantic, episodic, and procedural memory.
  </Card>

  <Card title="Python SDK" icon="python" href="/python-sdk">
    Full reference for the Python client (61 methods).
  </Card>

  <Card title="JavaScript SDK" icon="js" href="/javascript-sdk">
    Node.js and browser SDK with TypeScript support (60 methods).
  </Card>
</CardGroup>

## Integrations

<CardGroup cols={3}>
  <Card title="Claude Code" icon="terminal" href="/claude-code">
    Full memory loop — auto-save, auto-recall, session context.
  </Card>

  <Card title="MCP Server" icon="plug" href="/mcp-server">
    29 tools for Claude Desktop, Cursor, Windsurf.
  </Card>

  <Card title="LangChain" icon="link" href="/langchain">
    MengramRetriever for RAG pipelines.
  </Card>

  <Card title="CrewAI" icon="users" href="/crewai">
    Persistent memory for multi-agent crews.
  </Card>

  <Card title="OpenClaw" icon="paw" href="/openclaw">
    12 tools for AI agents — auto-recall, auto-capture, Graph RAG.
  </Card>

  <Card title="n8n" icon="gear" href="/n8n">
    Ready-to-import workflow template.
  </Card>

  <Card title="CLI" icon="terminal" href="/cli">
    Command-line tool for setup, import, and rules.
  </Card>
</CardGroup>

## Reference

<CardGroup cols={3}>
  <Card title="API Reference" icon="code" href="/api-reference">
    Complete REST API with 90+ endpoints.
  </Card>

  <Card title="Webhooks" icon="bell" href="/webhooks">
    Real-time notifications for memory events.
  </Card>

  <Card title="Self-hosting" icon="server" href="/self-hosting">
    Run Mengram on your own infrastructure.
  </Card>
</CardGroup>
