• DATA
  • QA
  • AUDIT
  • HUMAN

How to update chatbot knowledge bases with your AI

Connect Stammer.ai to your agent to automate data collection. Once connected, your agent handles the heavy lifting of web scraping and data formatting.

Ask AI about this page

Short answer

How can I keep my chatbot's knowledge up to date?

Tell your agent to scrape a specific URL or manually feed it Q&A pairs to add to the database. This keeps your bot's responses grounded in your latest documentation and site content.

The results of your updates

Where your data lands

Every action your agent takes results in one of these outcomes.

DATA

Fresh website content

The agent pulls text from a URL and prepares it for the knowledge base. You get a bot that knows your latest site changes.

QA

Structured Q&A pairs

The agent converts raw information into specific question and answer sets. This makes your bot much more conversational and precise.

AUDIT

Knowledge base overview

You can see exactly what is currently stored in your training data. This helps you spot gaps or outdated info quickly.

HUMAN

Manual review needed

If the scraped data is messy or the Q&A pairs don't match your brand voice, you'll need to step in and clean it up.

The workflow

What your AI does when you request an update.

Your agent uses these specific tools to bridge the gap between a website and your chatbot's brain.

  1. Fetch site content

    Your agent visits the URL you provide to pull down the latest text and information.

    add_url

  2. Create training pairs

    The agent turns the scraped text into structured question and answer sets for the bot.

    add_qa

  3. Verify existing data

    The agent checks what is already in the knowledge base to avoid redundant entries.

    list_knowledge_base

  4. Finalize updates

    The agent pushes the new information into the training set so the bot can use it immediately.

    add_qa

Try it

Copy these to start.

Use these prompts to trigger the update process.

Starting points

These are basic commands. Swap out the URLs and topics for your specific needs.

Stammer.ai Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_BsbZsjHXqS8Vr6BKOBbHzHsxhDI7cNJHmrTctkZ7/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 — Stammer.ai capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "stammerai-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_BsbZsjHXqS8Vr6BKOBbHzHsxhDI7cNJHmrTctkZ7/mcp"
    }
  }
}
Copy into chat04

  • Scrape the content from https://example.com/docs and add it to my knowledge base.

  • Look at my current knowledge base and tell me what topics are covered.

  • Create five new Q&A pairs based on the information at https://example.com/pricing.

  • Check the knowledge base for any outdated information regarding our service tiers.

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

Start here

Connect Stammer.ai once, then ask.

Just click the link to connect your account. Your credentials stay encrypted and secure, and you can start prompting your agent immediately.

Connect Stammer.ai to your AI

FAQ

How the update process works

  • 01

    Can the AI delete old knowledge base entries?

    No. The agent can only add new URLs and Q&A pairs. You must manage deletions manually.

  • 02

    Does the agent automatically scrape my whole website?

    No. The agent only scrapes the specific URLs you provide in your prompt.

  • 03

    Can I see a list of everything currently in my bot's memory?

    Yes. You can ask your agent to list the contents of your knowledge base.

  • 04

    Will the AI format the Q&A pairs for me?

    Yes. The agent takes the raw text from a URL and turns it into structured Q&A pairs.

  • 05

    Can the agent change my existing chatbot settings?

    No. This connector is strictly for managing knowledge base data through URLs and Q&A pairs.

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

Connect Stammer.ai to Claude, Cursor, ChatGPT & more