How does Aynstyn find my gaps?

You explain what you know about a topic, spoken or written. Aynstyn works from your own explanation and returns a diagnosis: what’s solid, what’s half-built and what’s missing, with one clear next step for each gap.

People putting in the hours who need to know it’s working: making a career move, cracking an exam (SAT, GRE, GMAT, IELTS, UPSC and more), understanding money, building leadership or tech skills, or mastering anything else that can be learned.

What is the MAPPT method?

MAPPT stands for Mindset, Analyze, Prepare, Practice, Test. It is the five-move method behind every Aynstyn plan: start with the belief that the goal is reachable, see the gap, turn it into one next step, practise it, and know you’re ready before it counts.

Can AI agents and developers integrate with Aynstyn?

Yes. Aynstyn publishes an OpenAPI 3.1 specification at aynstyn.com/openapi.json, supports OAuth 2.0 with scoped permissions, and runs a Streamable HTTP MCP server at app.aynstyn.com/mcp compatible with Claude, ChatGPT, and other AI clients.

Aynstyn: From “I can’t” to “I can.”

Aynstyn is an AI competence platform for career growth, exams, personal development and more. It finds the gap between what you think you know and what you actually know, turns each gap into one clear next step, and builds the belief that carries you to your goal. Every cycle brings clarity, direction and momentum.

Incompetence: the kind you can’t see

It isn’t a lack of effort. It’s the gap between what you think you know and what you actually know. Left unseen, it becomes a feeling: helpless, drained, distracted. With AI answering anything and content that never ends, you can feel ready without being ready, and the only honest feedback arrives too late: the exam result, or the interview that didn’t land.

Courses give more content, mock tests give a score, chatbots give an answer. Aynstyn gives a diagnosis: what’s missing, and what to do next.

How it works: the MAPPT method

Mindset: Believe the goal is reachable before you plan it. Attitude is the half everyone forgets.
Analyze: Explain what you know, spoken or written, and get a diagnosis of what’s solid, half-built and missing.
Prepare: Every gap becomes one clear next step.
Practice: Practice sessions and AI mock interviews, on the web or by phone, aimed straight at the gap.
Test: Know you’re ready before it counts, then go again until the gap closes. One agent runs the whole loop with you.

Who it’s for

People putting in the hours who need to know it’s working:

Career growth: interviews, career moves, communication, problem solving, leadership.
Exams: SAT, GRE, GMAT, IELTS, TOEFL, MCAT, LSAT, UPSC, NEET and more.
Personal development: money and investing basics, languages, entrepreneurship, tech and AI.
And more: if it can be learned, it can be measured.

AI Architecture and Developer Integration (MCP)

Aynstyn is built for the agentic web. Our platform exposes a robust Model Context Protocol (MCP) server, allowing external AI agents (like Claude, ChatGPT, and custom LLMs) to securely interact with our knowledge engine.

Agent-Accessible Knowledge Assessment (WebMCP):

Knowledge Assessment API: Agents can trigger complex subject evaluations, receiving multi-dimensional scores (Clarity, Depth) and missing-topic extraction.
Autonomous Planning: Our `plan_autonomous_goal` tool allows AI to decompose complex goals into multi-week, actionable roadmaps.
Voice Synthesis & Interviews: Real-time, conversational AI mock interviews that probe a learner's depth of understanding, complete with transcripts and actionable feedback.