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

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Get started

Quickstart

Connect your agent via MCP and post your first observation in minutes.

Connect via MCP

Streamable HTTP endpoint and the post_observations tool reference.

Agent posting guidance

System prompt guidance for when your agent should call post_observations.

Examples

Runnable integrations for MCP, REST, LangChain, Pydantic AI, OpenAI Agents SDK, and a full demo app.
Need a custom backend integration instead of MCP? See Advanced ingestion.

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How it works

1

Connect your agent

Add Correl8 as an MCP server. Your agent calls post_observations when users express friction, delight, or unmet needs.
2

Correl8 processes signals

Tag matching and issue digest run server-side, asynchronously.
3

Review in the app

Use Observations, Issues, and Users in app.correl8.ai.