• SEARCH
  • BROWSE
  • EXTRACT
  • REVIEW

How to extract wiki data with your AI client

Connect your AI to MediaWiki once. From then on, your agent can navigate the wiki structure to find and read whatever you need.

Ask AI about this page

Short answer

How can I pull data from a wiki using my AI?

Your AI uses this MCP to search for pages, list category members, and read specific content. You'll get direct answers or structured reports from the wiki's hierarchy.

The results you get.

Where your data lands.

The AI turns wiki pages into organized information.

SEARCH

Targeted topic finds

The AI searches the wiki to locate relevant pages. You get specific hits based on your query.

BROWSE

Category mapping

Your agent looks through category hierarchies and lists all members. This maps out how the wiki is organized.

EXTRACT

Content summaries

The AI reads the text and links from specific pages. You get summaries or deep-dive reports from the raw text.

REVIEW

Human oversight

You check the AI's findings to ensure the context is right. The AI provides the data, but you make the final call.

The workflow

What your AI does when the request arrives.

The AI follows the wiki's structure to find the right information.

  1. Locate pages

    The AI identifies the correct pages based on your query.

    search_pages

  2. Explore hierarchy

    It looks at page categories and the members within them to find related info.

    get_page_categorieslist_category_members

  3. Get details

    The agent pulls metadata and specific information about a page.

    get_page_info

  4. Follow links

    It crawls through page links to find connected topics.

    get_page_links

Try it

Copy these to start.

Use these prompts to begin interacting with your wiki.

Starting points

Swap the bracketed text for your specific wiki names or topics.

MediaWiki Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_kkJmtmObQ9LaxKWZDc6F8eetKQmmJnJuQ53Xwqha/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 — MediaWiki capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "mediawiki-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_kkJmtmObQ9LaxKWZDc6F8eetKQmmJnJuQ53Xwqha/mcp"
    }
  }
}
Copy into chat04

  • Search the [Wiki Name] wiki for all pages related to [Topic].

  • List all the members in the [Category Name] category on this wiki.

  • Read the content of the [Page Name] page and summarize the key points.

  • Find all the links on the [Page Name] page to see what it connects to.

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

Start here

Connect MediaWiki once, then ask.

Provide your wiki endpoint. Your credentials stay encrypted on our side, and you can immediately start chatting with your data in any compatible client.

Connect MediaWiki to your AI

FAQ

How the MediaWiki Connector behaves

  • 01

    Can the AI edit or delete wiki pages?

    No. This MCP is read-only. It can only search, browse, and pull content.

  • 02

    Can it create new categories?

    No. The AI can only list existing categories and their members.

  • 03

    Does it work on private wikis?

    Yes, as long as you provide the correct endpoint and access permissions.

  • 04

    Can the AI upload files to the wiki?

    No. The available tools are limited to reading and searching text and metadata.

  • 05

    How does it handle large wikis?

    It uses search and category tools to narrow down the scope before reading specific page content.

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

Connect MediaWiki to Claude, Cursor, ChatGPT & more