Agent integrations

    Connect an AI assistant to MLSpec Solutions Hub

    Give ChatGPT, Claude, or another AI assistant access to your MLSpec account so it can read the support log, review site analytics, and log support requests for you. You'll sign in with your MLSpec account during setup, and the assistant can only do what your account can do.

    Your MCP server URL

    You'll paste this into your AI assistant in the steps below.

    …/mcp

    Connect your assistant

    ChatGPT

    1. Open ChatGPT's connector settings and turn on Developer mode (read the risk notice shown there). If you don't see Developer mode, ask your ChatGPT admin to enable it.
    2. Open the New connector dialog.
    3. Enter MLSpec Solutions Hub as the name and paste the server URL above.
    4. Review the details, check "I understand and want to continue" (ChatGPT shows this for every custom connector), then click Create.
    5. Sign in with your MLSpec account when prompted, then enable the app from the chat composer and ask ChatGPT to use it.

    Claude

    1. Open the Add connector dialog — the name and URL are prefilled.
    2. Review the details and click Add.
    3. If the prefilled form doesn't open, open Claude's Connectors page, choose Add custom connector, name it MLSpec Solutions Hub, and paste the server URL above.
    4. Sign in with your MLSpec account, enable the connector from the chat composer, then ask Claude to use it.

    Claude Code

    1. Run this one-line command in a terminal:
    claude mcp add --scope user --transport http mlspec-solutions-hub ''
    1. Start Claude Code and run /mcp to confirm MLSpec Solutions Hub is connected — sign in there if asked.
    2. Ask Claude Code to use MLSpec Solutions Hub.

    Other AI assistants

    1. Open the assistant's MCP server or custom connector settings.
    2. Create a remote MCP server connection.
    3. Name it MLSpec Solutions Hub and paste the server URL above.
    4. Finish any sign-in or authorization prompts.
    5. Enable the connection, then ask the assistant to use MLSpec Solutions Hub.

    After the app changes

    Your assistant remembers the tool list from when you connected. When MLSpec Solutions Hub is updated, refresh the connection to pick up the latest tools.

    ChatGPT

    1. Open ChatGPT's Plugins page and select MLSpec Solutions Hub.
    2. Scroll to Information and click Refresh.
    3. If the server URL changed, delete the app from Plugins and repeat the connect steps with the latest URL.
    4. Start a new chat and ask ChatGPT to use MLSpec Solutions Hub.

    Claude

    1. Open the Connectors page and select this connector.
    2. Refresh or update the connector's tools.
    3. If the server URL changed, remove the connector and repeat the connect steps with the latest URL.
    4. Ask Claude to use MLSpec Solutions Hub.

    Claude Code

    1. Start a new Claude Code session — it loads the latest tools when it connects.
    2. If the URL changed, run claude mcp remove mlspec-solutions-hub, then run the install command above again with the latest URL.
    3. Ask Claude Code to use MLSpec Solutions Hub.

    Other AI assistants

    1. Open the assistant's MCP server or connector settings.
    2. Select the connection you created for MLSpec Solutions Hub.
    3. Refresh the tool list, reload the server, or reconnect it.
    4. If the URL changed, paste the latest URL from above.
    5. Start a new chat and ask the assistant to use MLSpec Solutions Hub.