• CONTEXT
  • ANALYSIS
  • RESPONSE
  • HUMAN

How to retrieve customer chat history with your AI

Connect Customerly to your AI client once. After that, your agent can pull any conversation to understand exactly what a customer needs.

Ask AI about this page

Short answer

How can I get chat transcripts into my AI?

Your AI uses the Customerly MCP to fetch specific conversation logs and metadata. This gives your agent the context it needs to answer questions or solve problems without you manually copying and pasting text.

Where the data lands.

The outcomes of chat retrieval.

The AI uses the retrieved data to perform these specific tasks.

CONTEXT

Instant issue context

The AI reads the transcript to understand the user's problem. You get a summary of the friction points immediately.

ANALYSIS

Trend identification

The agent looks through multiple logs to find recurring complaints. This helps you spot bugs or UX issues faster.

RESPONSE

Drafted replies

The AI uses the history to write a response that matches the customer's tone and previous context. You just review and send.

HUMAN

Escalation prep

When a problem is too complex, the AI prepares a briefing for you. You get a clean summary of the chat before you jump in.

The workflow

What your AI does when the request arrives.

The AI handles the data retrieval so you can focus on the solution.

  1. Find conversations

    The agent searches your Customerly account to find the relevant chat threads based on your request.

    list_conversations

  2. Fetch transcripts

    Once the right chat is identified, the agent pulls the full text and metadata for that specific interaction.

    get_conversation

  3. Analyze context

    The agent parses the messages to identify the user's intent, sentiment, and technical issues.

    get_conversation

  4. Summarize findings

    The agent presents a concise version of the conversation history directly in your chat window.

    list_conversations

Try it

Copy these to start.

Use these prompts to trigger the retrieval process.

Starting points

These are opening lines. Swap out the bracketed info with your actual Customerly details.

Customerly Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_5LQSuqk03P7AWIEhnSZ2YUG4yMPFxH5aED9ESaAd/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — Customerly capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "customerly-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_5LQSuqk03P7AWIEhnSZ2YUG4yMPFxH5aED9ESaAd/mcp"
    }
  }
}
Copy into chat04

  • List my recent conversations from Customerly so I can see what users are asking about.

  • Get the transcript for the conversation with user 'alex_smith' to see why they are frustrated.

  • Find the last five conversations in Customerly and summarize the main technical issues mentioned.

  • Retrieve the metadata for conversation ID 98765 to check the user's account status.

  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Start here

Connect Customerly once, then ask.

Follow the link to authorize the connection. Your credentials stay encrypted, and you can start asking questions immediately.

Connect Customerly to your AI

FAQ

How this task behaves.

  • 01

    Can the AI delete conversations in Customerly?

    No. The tools only allow the AI to list and retrieve conversation data. It cannot delete or modify any records.

  • 02

    Can the AI reply to the customer directly?

    No. The AI can draft a response for you to read, but it does not have the capability to send messages back to the customer.

  • 03

    Does the AI see all my customer data?

    The AI only accesses the specific conversation data you ask it to retrieve via the tools.

  • 04

    Can I search for conversations by specific keywords?

    Yes. You can ask your agent to find conversations containing specific topics or user names.

  • 05

    How does the AI know which conversation to pick?

    It uses the list of available conversations to identify the correct ID before pulling the full transcript.

  • More questions about Customerly? See everything the Customerly Connector can do

Connect Customerly to Claude, Cursor, ChatGPT & more