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YOUR AI ACCOUNT. YOUR PRACTICE.

Use ChatGPT or Claude in your browser

Start from Choose your AI on LFI. ChatGPT and Claude appear first; using an API key is a separate option. You do not need to install LFI, run a server, or create an API key to use the browser connector flow.

One connection, then choose your exam

  1. Sign in to your free LFI account and open the AI options. Choose Use ChatGPT or Use Claude.
  2. Choose Connect directly to add the Learn From India MCP connector once, or Use a plugin for your AI app’s separate download and installation instructions. For Claude, Add LFI in Claude opens its official connector form with the name and URL filled in. For ChatGPT, add a custom app or connector using the displayed URL. Your AI app handles sign-in; account and workspace approval requirements apply.
  3. Select your certification and choose Copy request & open AI app. Paste the copied request into a conversation with the LFI connector enabled. Your AI app writes the questions against LFI’s official exam context and assigned domains, tasks and objectives.
  4. Keep the LFI tab open. Validated question counts appear as the mock is built. If the assistant pauses, ask it to continue the same request, rather than start a new one.
  5. When the assistant finishes, return to LFI and choose Practise this mock. No download or manual file import is needed. The normal LFI timer, progress, results and community question-bank workflow apply.

Your AI app decides which models, usage allowances and connector permissions your account can use. Enterprise administrators can restrict external connectors. LFI does not sign you into ChatGPT or Claude on their behalf, read their browser cookies, or silently change to API billing.

Separate plugins for your AI app

Each package includes LFI’s exam-generation instructions and its hosted MCP configuration. Install the plugin and connect its tools in your AI app before returning to LFI to choose an exam. Downloading the package does not use model allowance or start an exam.

Where the questions are generated

The browser option runs question generation inside your ChatGPT or Claude conversation. The LFI connector supplies trusted blueprints and validates the output. It does not call a paid model API. Account and organization limits still apply.

This is different from direct subscription inference inside an ordinary website. OpenAI requires approval for remotely hosted ChatGPT plan use; identity sign-in alone does not grant model usage. Claude’s remote connector is a supported browser flow, but it does not let LFI invoke your Claude subscription invisibly from its server. OpenAI’s hosted-app guidance · Claude’s connector guidance

Keep your request and progress

Generation requests last 30 minutes. You can close the connection panel and reopen it in the same LFI tab to check progress. Cancelling removes the LFI request; stop the AI conversation too if it is still running. Any usage already consumed remains subject to your AI app’s rules.

Private answers and history stay with your LFI account. Generated questions follow LFI’s normal community question-bank contribution flow so other learners can practise. Structural validation checks question counts, assigned coverage and answer-index/rationale alignment; it does not independently establish factual correctness. Review explanations critically.

Prefer direct generation on LFI?

Choose Use an API key instead, then select Anthropic, OpenAI or OpenRouter. Paste your key, fetch available models and save your connection. The key goes directly from your browser to your provider. LFI does not store it on its server. Your provider’s API usage is billed separately from its consumer subscription.

If the connection is unavailable

Make sure the LFI connector is enabled in the AI conversation and that your account or organization permits custom connectors. If LFI reports that browser generation is not enabled, contact us using the contact form. API generation and available community mocks remain separate options.

These are original AI-authored practice questions, not official certification exam items. See our disclaimer.