• LOGS
  • DETAILS
  • ALERTS
  • HUMAN

How to track API project changes with your AI

Connect Stoplight to your AI client to get instant visibility into workspace updates. You'll stop missing documentation tweaks and model shifts.

Ask AI about this page

Short answer

How can I track API project changes with my AI?

Your AI uses Stoplight tools to pull recent workspace activity and specific project details. This lets you ask about recent documentation edits or model updates without manual checking. You'll see exactly how your agent surfaces these changes.

The outcomes.

Where your updates land.

The AI organizes information based on how you need to act on it.

LOGS

Activity feeds

The AI pulls recent workspace events to show you who changed what. You get a clear timeline of recent edits.

DETAILS

Project snapshots

The AI fetches current project states. You'll see the exact current version of your API models.

ALERTS

Change summaries

The AI summarizes recent shifts in documentation. You get a plain English explanation of what changed.

HUMAN

Review required

The AI flags conflicting changes or major model breaks. You decide if these updates need a manual fix.

The workflow

What your AI does when updates happen.

The AI acts as a bridge between your Stoplight workspace and your chat interface.

  1. Scan activity

    The AI looks through your Stoplight workspace to find recent actions or edits.

    list_workspace_activity

  2. Inspect projects

    The AI pulls the specific configuration and model data for a target project.

    get_project_details

  3. Compare versions

    The AI compares the new data against what you previously discussed to find differences.

    list_workspace_activityget_project_details

  4. Report changes

    The AI presents the findings in your chat window, highlighting specific documentation or model shifts.

    list_workspace_activity

Try it

Copy these to start.

Use these prompts to begin monitoring your API work.

Starting points

Swap the bracketed text for your actual Stoplight workspace or project names.

Stoplight Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_aafvDKV5H0XnKaJJQxGGJwn6mIM7hALMzWdPNAou/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 — Stoplight capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "stoplight-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_aafvDKV5H0XnKaJJQxGGJwn6mIM7hALMzWdPNAou/mcp"
    }
  }
}
Copy into chat04

  • What has changed in the [Project Name] project recently?

  • Show me the latest activity in the [Workspace Name] workspace.

  • Did anyone update the API models in [Project Name] today?

  • Summarize the recent documentation changes in my [Workspace Name] workspace.

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

Start here

Connect Stoplight once, then ask.

One click connects your Stoplight account to your AI client. Your credentials stay encrypted and secure on our side.

Connect Stoplight to your AI

FAQ

How this task behaves.

  • 01

    Can the AI change my API models?

    No. The AI can only read workspace activity and project details. You must make all edits manually in Stoplight.

  • 02

    Does the AI delete any documentation?

    No. This MCP is read-only. It cannot delete, move, or overwrite any of your files or models.

  • 03

    How often does the AI see updates?

    The AI sees updates whenever you ask it to check. It pulls the most recent data available through the tools.

  • 04

    Can I track changes across multiple workspaces?

    Yes, as long as you have access to them, you can ask the AI to check activity in different workspaces.

  • 05

    Will the AI notify me automatically?

    No. The AI only provides information when you prompt it. It does not send proactive push notifications.

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

Connect Stoplight to Claude, Cursor, ChatGPT & more