• VERIFIED
  • FAILED
  • HUMAN
  • LOGGED

How to test chatbot responses with your AI

Connect ThinkStack to your agent once. From then on, you can use your agent to run live tests against your bots to catch errors.

Ask AI about this page

Short answer

How can I test my chatbot's accuracy using an AI agent?

You tell your agent to find your bots and send them specific questions. The agent then compares the live responses to your expected data. You'll see exactly where the logic breaks.

Testing outcomes

Where your results land.

What happens after your agent runs the queries.

VERIFIED

Accurate responses

The agent confirms the bot's answer matches your source data. You get a clean report of successful hits.

FAILED

Logic errors caught

The agent identifies when a bot hallucinates or gives outdated info. This highlights exactly which prompts need fixing.

HUMAN

Manual review needed

If the agent finds an ambiguous response, it flags it for you. You decide if the bot's tone or nuance is acceptable.

LOGGED

Test history saved

Every query and response is tracked. You can revisit these logs to monitor how bot performance changes over time.

The workflow

What your AI does when the test starts.

The agent handles the heavy lifting of interacting with your bot infrastructure.

  1. Locate your bots

    The agent scans your environment to find all available chatbot instances.

    list_bots

  2. Execute queries

    Your agent sends the specific test questions directly to the chosen bot.

    send_query

  3. Capture output

    The agent waits for the bot to respond and grabs the text output.

    send_query

  4. Compare results

    The agent checks the bot's response against your provided truth or instructions.

    send_query

Try it

Copy these to start.

Use these prompts to kick off your testing immediately.

Starting points

These are opening lines. Swap out the specific bot names or question topics for your own.

ThinkStack Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_jo2J6ijcE54rcC38l6SZTWj5QehkoD6Oykrxzd7S/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 — ThinkStack capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "thinkstack-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_jo2J6ijcE54rcC38l6SZTWj5QehkoD6Oykrxzd7S/mcp"
    }
  }
}
Copy into chat04

  • List all my bots so I can see what's available to test.

  • Send a query to the 'CustomerSupport_Bot' asking about our refund policy.

  • Test the 'Sales_Assistant' bot with a question about pricing tiers.

  • Check if the 'Technical_Bot' can correctly explain our API authentication.

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

Start here

Connect ThinkStack once, then ask.

Just click the link to connect. Your credentials stay encrypted, and you can start testing right away in your preferred client.

Connect ThinkStack to your AI

FAQ

How this task behaves

  • 01

    Can the AI change my chatbot's settings?

    No. The agent can only send queries and read responses. It cannot modify your bot's configuration or code.

  • 02

    Does the AI delete any of my bot data?

    No. This MCP is read-only for the bot's state. It only interacts via queries.

  • 03

    Can I test multiple bots at once?

    Yes. You can ask your agent to list all bots and then loop through them with different queries.

  • 04

    How does the agent know if an answer is wrong?

    You must provide the correct information or a reference document in your prompt so the agent has a baseline to compare against.

  • 05

    Can I use this with Claude?

    Yes, any MCP-compatible client like Claude, Cursor, or Windsurf will work once you connect.

  • More questions about ThinkStack? The Connector page answers them. See everything the ThinkStack Connector can do

Connect ThinkStack to Claude, Cursor, ChatGPT & more