> ## Documentation Index
> Fetch the complete documentation index at: https://docs.correl8.ai/llms.txt
> Use this file to discover all available pages before exploring further.

# Welcome to Correl8

> Product observability for AI agents — capture feedback from conversations automatically

Correl8 turns agent conversations into structured product signals — **observations**, **sentiment**, and grouped **issues**.

## Get started

<Columns cols={3}>
  <Card title="Quickstart" icon="rocket" color="hsl(40, 90%, 42%)" href="/quickstart">
    Connect your agent via MCP and post your first observation in minutes.
  </Card>

  <Card title="Connect via MCP" icon="plug" color="hsl(160, 62%, 37%)" href="/essentials/mcp">
    Streamable HTTP endpoint, guidelines tools, and posting tools reference.
  </Card>

  <Card title="Agent system prompt" icon="file-text" color="hsl(280, 70%, 51%)" href="/essentials/agent-prompt">
    Short prompt so your agent reads Correl8 guidelines once per conversation.
  </Card>
</Columns>

<Columns cols={1}>
  <Card title="Examples" icon="github" color="hsl(220, 10%, 35%)" href="/examples">
    Runnable integrations for MCP, REST, LangChain, Pydantic AI, OpenAI Agents SDK, and a full demo app.
  </Card>
</Columns>

<Note>
  Need a custom backend integration instead of MCP? See [Advanced ingestion](/essentials/overview).
</Note>