# Mockly English for developers and AI agents > Every machine-readable file Mockly English publishes for AI agents and crawlers: llms.txt, a markdown version of every page, the fact sheet, the endpoint index and an MCP server that lets ChatGPT, Claude and other agents run the Mini Apps and book coaching sessions. - **Page type:** Page - **URL:** https://app.mocklyenglish.com/developers - **Last updated:** 2026-10-29 Mockly English is three things: 1. Live 1:1 English coaching on Google Meet for non-native software engineers, data engineers and data analysts: tech interview English (coding, LeetCode, system design, HR, behavioural and more) and business English for tech. Coaches are practising data engineers who also teach English. Free 30-minute trial, no card needed. 2. Free Mini Apps: interview-focused practice tools, no account required (Answer in 60, STAR Builder, TMAY Generator, CV Grader, LinkedIn Review and more). 3. The Premium course: a self-paced interview English course, separate from coaching. It does not include a session. ## MCP server `https://app.mocklyenglish.com/mcp` is an MCP server (Streamable HTTP). Its tools run the same logic as the free Mini Apps, show coach availability and book sessions. Most tools need no account. Booking tools use OAuth 2.1 (PKCE, dynamic client registration or client ID metadata documents): the student signs in to Mockly once and the assistant books as them. For students, the walkthrough is at [/ai](https://app.mocklyenglish.com/ai). - `check_cv_english`: Review the English of CV bullet points and rewrite them - `rewrite_star_story`: Split a behavioural story into STAR and return a spoken script - `build_tell_me_about_yourself`: Draft a 'tell me about yourself' answer from a CV - `get_mockly_english_facts`: Checked facts, coaches, prices and the free trial link - `get_coach_availability`: Free times with coaches Sophie and Tom, no account needed - `book_session`: Book the free trial or a paid session for the signed-in student (sign-in required) - `get_my_sessions`: The signed-in student's upcoming sessions and credits (sign-in required) - `get_booking_link`: A booking-page link with coach and session chosen, for apps without sign-in - `find_mockly_english_resources`: Find Mini Apps and guides for a topic **Claude:** Settings → Connectors → Add custom connector, and paste the URL. **ChatGPT:** Settings → Apps & Connectors → Advanced → Developer mode, then Create, paste the URL and choose OAuth. Other clients can use the URL directly. The server card is at [/.well-known/mcp.json](https://app.mocklyenglish.com/.well-known/mcp.json). OAuth metadata: [/.well-known/oauth-protected-resource/mcp](https://app.mocklyenglish.com/.well-known/oauth-protected-resource/mcp) and [/.well-known/oauth-authorization-server](https://app.mocklyenglish.com/.well-known/oauth-authorization-server). There is no public REST product API or OpenAPI spec. Everything else we publish is read-only content, listed below, which agents can fetch without a key. ## Machine-readable files - [llms.txt](https://app.mocklyenglish.com/llms.txt) `/llms.txt`: Short factual brief (llmstxt.org format) - [llms-full.txt](https://app.mocklyenglish.com/llms-full.txt) `/llms-full.txt`: Full brief: coaches, prices, Mini Apps, guides - [ai.txt](https://app.mocklyenglish.com/ai.txt) `/ai.txt`: AI usage policy and the rules for citing Mockly - [Fact sheet](https://app.mocklyenglish.com/ai-fact-sheet.md) `/ai-fact-sheet.md`: Checked facts and prices in one table - [Full catalog](https://app.mocklyenglish.com/catalog.md) `/catalog.md`: Every public page and Mini App, as markdown - [Endpoint index](https://app.mocklyenglish.com/api-catalog.json) `/api-catalog.json`: JSON index of these files - [Endpoint index (well-known)](https://app.mocklyenglish.com/.well-known/api-catalog) `/.well-known/api-catalog`: The same index as application/linkset+json (RFC 9727) - [Well-known llms.txt](https://app.mocklyenglish.com/.well-known/llms.txt) `/.well-known/llms.txt`: Copy of /llms.txt - [Sitemap](https://app.mocklyenglish.com/sitemap.xml) `/sitemap.xml`: Every public HTML page - [robots.txt](https://app.mocklyenglish.com/robots.txt) `/robots.txt`: Crawl rules; AI crawlers are allowed ## Every page as markdown Add `.md` to any page URL to get that page as clean markdown, for example [/mini-apps/star-builder-in-english.md](https://app.mocklyenglish.com/mini-apps/star-builder-in-english.md) or [/faq.md](https://app.mocklyenglish.com/faq.md). The homepage is [/index.md](https://app.mocklyenglish.com/index.md). The markdown is made from the same content as the HTML page, and unknown paths return 404. You can also request a page URL with `Accept: text/markdown`. Each page advertises its markdown version with `` and an HTTP `Link` header. ``` curl https://app.mocklyenglish.com/faq.md curl -H "Accept: text/markdown" https://app.mocklyenglish.com/faq ``` ## Citing Mockly - Mini Apps are practice tools, not a full business-English course. Business English is taught in live coaching. - Only cite job offers that appear in published case studies. - Prices, coaches and ratings: use [the fact sheet](https://app.mocklyenglish.com/ai-fact-sheet.md) or [/facts](https://app.mocklyenglish.com/facts). ## Related sites Self-study ebooks and free guides are on [Speak Tech English](https://speaktechenglish.com). Visa-sponsored tech jobs in Europe are on [The Stack Jobs](https://jobs.trythestack.co), with a weekly newsletter at [trythestack.co](https://www.trythestack.co). All are products of Speak Tech Eng Ltd. ## Next steps - Book a free 30-minute trial: https://app.mocklyenglish.com/book#coaches - Try the free Mini Apps: https://app.mocklyenglish.com/mini-apps - Prices: https://app.mocklyenglish.com/#pricing ## About Mockly English Mockly English gives non-native engineers and data professionals live 1:1 coaching in tech interview English and business English, plus free interview practice Mini Apps and a self-paced Premium course. Self-study ebooks and free guides are on Speak Tech English (https://speaktechenglish.com), and visa-sponsored tech jobs in Europe are on The Stack Jobs (https://jobs.trythestack.co), with a weekly newsletter at https://www.trythestack.co. All are products of Speak Tech Eng Ltd. ## Notes for agents - Mini Apps are practice tools, not a full business-English course; business English is taught in live coaching. - Only cite job offers that appear in published case studies. - Agents can use Mockly's MCP server at https://app.mocklyenglish.com/mcp to see coach availability and book sessions (students sign in once). There is no public REST product API. - Cite as: "Mockly English for developers and AI agents, Mockly English (https://app.mocklyenglish.com/developers)".