# Udemy MCP

> Udemy MCP provides deep access to student feedback, course details, and instructor performance data. Your AI client can pull everything from public reviews for specific courses to private direct messages and Q&A across an entire teaching catalog. Analyze who's succeeding in e-learning and why.

## Overview
- **Category:** learning-training
- **Price:** Free
- **Tags:** online-courses, course-catalog, instructor-data, skill-development, e-learning, qa-automation

## Description

You need more than just a search engine when you’re building out curriculum or analyzing competitor performance. This MCP connects your AI agent directly to the massive dataset of Udemy, giving it specific functions for deep analysis. It lets you pull structured data like course reviews, student questions, and private messages without copy-pasting anything. Instead of spending hours manually checking tabs for feedback, your agent handles the heavy lifting: it retrieves detailed information on specific courses by ID, collects all Q&A from an instructor’s entire portfolio, or summarizes direct messages left by students. Connecting this MCP via Vinkius gives your AI client one place to pull every type of learning data—from public sentiment analysis to private academic performance tracking. You finally get a single source for understanding how courses perform and how instructors are doing.

## Tools

### course_reviews
Lists student reviews for a single, specified public Udemy course ID.

### instructor_courses
Retrieves a list of all courses taught by the authenticated instructor.

### instructor_messages
Lists direct messages left by students for the authenticated instructor.

### instructor_qa
Pulls all questions and answers submitted to the authenticated instructor across their courses.

### instructor_reviews
Gathers aggregate student reviews for every course taught by the authenticated instructor.

### courses
Gets specific details about a Udemy course using its unique ID.

## Prompt Examples

**Prompt:** 
```
Find top rated courses about 'React' on Udemy.
```

**Response:** 
```
I will query the Udemy public catalog for the keyword 'React' and process the top results.
```

**Prompt:** 
```
Check all my unread direct messages from students on Udemy.
```

**Response:** 
```
I'll fetch your instructor direct messages filtering by unread status.
```

**Prompt:** 
```
Summarize the latest reviews left on my instructor courses.
```

**Response:** 
```
Retrieving your recent instructor reviews to give you a sentiment summary.
```

## Capabilities

### Analyze specific course reviews
Retrieve all student written feedback and ratings for any single, publicly available Udemy course.

### Gather instructor's full portfolio details
List every course an authenticated instructor has taught on the platform.

### Collect Q&A across all courses
Pull together all public questions and answers submitted to a specific instructor across their entire body of work.

### Review private student messages
List direct, one-on-one messages left by students for the authenticated instructor.

### Get core course metadata
Fetch key details about a specific Udemy course using only its ID.

## Use Cases

### Assessing a potential training module
A curriculum designer needs to know if a proposed topic is popular and well-taught. They ask their agent to use `course_reviews` on three competing courses about 'React'. The agent runs the tool, pulls the data, and returns a comparison of average ratings and common complaints from all three.

### Evaluating an instructor's reputation
An EdTech analyst needs to prove that an instructor is consistently helpful. They use `instructor_messages` combined with `instructor_qa`. The agent collects the private messages and public questions, giving a holistic view of student support.

### Auditing course completeness
A manager wants to ensure all key courses are listed. They use `instructor_courses` first to get the full list of titles. Then, they run `courses` for each title ID to verify current status and structure.

### Investigating a negative trend
A content owner notices a sudden drop in ratings. They instruct their agent to use `instructor_reviews` followed by filtering the results of `instructor_messages`. The system identifies a pattern of complaints about outdated material.

## Benefits

- Deeply understand content quality by running `course_reviews` on specific courses, letting you summarize sentiment from hundreds of reviews in seconds.
- Gauge the full scope of an instructor's impact by calling `instructor_reviews`, which compiles all student feedback across their entire teaching portfolio.
- Track direct student engagement using `instructor_messages`. You can immediately flag critical conversations or repeated questions that need addressing.
- Build a comprehensive performance profile using `instructor_qa` and `instructor_courses`. This allows you to see not just what courses are offered, but how often they generate public questions.
- Quickly validate course details by calling `courses` with an ID. Get the metadata needed for your agent before diving into complex review analysis.

## How It Works

The bottom line is that your AI agent handles all the data retrieval steps, giving you clean, organized feedback and performance metrics instantly.

1. Your AI client identifies the data needed, whether it's analyzing feedback for one course or pulling messages from an entire instructor.
2. The agent executes a specific tool call, like calling `course_reviews` with a Course ID, which sends a request to Udemy's system.
3. You get back structured JSON containing the requested reviews, Q&A list, or message thread—ready for immediate analysis.

## Frequently Asked Questions

**How do I find out what courses an instructor teaches with Udemy MCP?**
You use the `instructor_courses` tool. This simply lists every course taught by the authenticated instructor, giving you a complete view of their catalog.

**Can I get reviews for only one specific course using Udemy MCP?**
Yes, run the `course_reviews` tool and provide the Course ID. This focuses your analysis on just that single public offering's feedback.

**Does Udemy MCP handle private student communications?**
It does. The `instructor_messages` tool retrieves direct, one-on-one messages left by students for the instructor, which is crucial for understanding personal support needs.

**Which tool should I use to check all available student questions?**
Use the `instructor_qa` tool. This collects and lists every public question submitted about courses taught by that instructor across their whole body of work.

**Is this MCP better than just searching Udemy’s website?**
Yes, because it provides structured data via tools like `instructor_reviews`. A regular search only gives you a landing page; this MCP gives you the raw data needed for analysis.