• STRUCTURE
  • CONTENT
  • RECOVERY
  • HUMAN

How to build project wikis with your AI agent

Connect GitScrum Knowledge to your agent to turn messy notes into a structured markdown hierarchy. Your AI handles the heavy lifting of organizing and updating documentation.

Ask AI about this page

Short answer

How can I use my AI to build a project wiki?

Your agent uses GitScrum Knowledge to create, list, and update markdown pages within a structured hierarchy. You get a clean, organized documentation set without manual file management. Here is how the process works.

Documentation outcomes.

Where your knowledge lives.

The AI manages the lifecycle of your project documentation.

STRUCTURE

Organized hierarchies

The AI builds a logical tree of markdown files. You get a clean folder structure instead of a pile of loose notes.

CONTENT

Live documentation

Your agent writes and updates pages directly. The wiki stays current as your project evolves.

RECOVERY

Version control

If a mistake happens, your agent can roll back to previous versions. You don't lose work when things get messy.

HUMAN

Manual oversight

You decide which pages to delete or when to finalize a structure. The AI follows your lead on high-level organization.

The workflow

What your AI does when documentation needs management.

The agent acts as your technical writer and librarian.

  1. Map the structure

    The agent looks at your existing files to understand the current documentation layout.

    list_wiki_pages

  2. Draft new content

    Your agent generates new markdown files based on your project requirements or meeting notes.

    create_wiki_page

  3. Keep info current

    When project details change, the agent modifies existing pages to reflect the new reality.

    update_wiki_page

  4. Fix mistakes

    If a page is corrupted or an update goes wrong, the agent brings back a previous version.

    restore_wiki_revision

Try it

Copy these to start.

Use these prompts to kick off your documentation work.

Starting points

Swap the bracketed text for your specific project names or folder paths.

GitScrum Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_aYZl75U8HMoTFXDX8n3M42NkJHirirx5iNI2BRUo/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 — GitScrum capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "gitscrum-knowledge-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_aYZl75U8HMoTFXDX8n3M42NkJHirirx5iNI2BRUo/mcp"
    }
  }
}
Copy into chat04

  • List all the current wiki pages in the [Project Name] folder.

  • Create a new wiki page called [Page Name] under the [Folder Name] directory.

  • Update the [Page Name] page to include these new details: [Details].

  • Restore the previous version of the [Page Name] wiki page.

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

Start here

Connect GitScrum Knowledge once, then ask.

Just link your account once. Your credentials stay encrypted, and you can immediately start managing your wiki through your preferred AI client.

Connect GitScrum Knowledge to your AI

FAQ

How this task behaves.

  • 01

    Can my AI delete wiki pages?

    Yes, the agent can use the delete tool to remove specific pages if you instruct it to do so.

  • 02

    Will the AI change my file permissions?

    No, the agent only manages the content and existence of the wiki pages themselves.

  • 03

    Can the AI create folders?

    No, the agent creates and updates pages within the existing hierarchy.

  • 04

    Does the AI decide when to update a page?

    No, the agent only updates pages when you explicitly ask it to change something.

  • 05

    Can I see what the AI changed?

    Yes, you can use the agent to list pages or restore revisions if you need to audit changes.

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

Connect GitScrum to Claude, Cursor, ChatGPT & more